Control and Automation Courses • EE 250 CONTROL SYSTEM ANALYSIS

Continuous and discrete time signals, Fourier series, Fourier, Laplace and Z transform techniques; DFT. Sampling Theorem. LTI systems: I/O description, impulse response and system functions, pole/ zero plots, FIR and IIR systems. Analog and digital filters. Networks: topological description, network theorems, Two port analysis.

• EE 451 ADVANCED CONTROL SYSTEMS

Modeling of physical systems, Concepts of state, state-space, Controllability and observability. Sensitivity and error analysis. Nonlinear systems, singular points, phase plane analysis, Lyapunov stability, describing functions, on-off and dual mode systems. Sampled Data Systems. Computer control system. .

• EE 455 TRANSDUCERS AND INSTRUMENTATION

Measurement process; scales of measurement; configuration and functional description of measurement systems; performance characteristics; sensing elements and transducers for measurement of motion, force, pressure, flow, temperature, light, vacuum, etc.; transducer interfacing; signal conditioning, transmission and recording; microprocessor based instrumentation

• EE 650 BASICS OF MODERN CONTROL SYSTEMS

Advanced protective relaying, basic protection schemes, relay terminology, Vector spaces, Linear systems, similarity transformations, Canonical forms, Controllability, Observability, Realisability etc. Minimal realization, Digital systems, Nonlinear systems, Phase-plane analysis, Poincare theorems, Lyapunov theorem, Circle and Popov criterion; Robust control, Linear Quadratic Regulator (LQR), Linear Quadratic Gaussian (LQG) control, Loop Transfer Recovery (LTR), Hinfinity control.

• EE 651 NONLINEAR SYSTEMS

Describing function, phase-plane analysis. Poincare's Index, Bendixson's theorem. Linearization. Lyapunov stability, stability theorems, variable-gradient technique,and Krasovskii's method for generating Lyapunov functions, statement of Lure problem, circle criterion, Popov criterion, input-output stability.

• EE 652 LINEAR STOCHASTIC DYNAMICAL SYSTEMS

Wiener processes; Markov chains & processes; Filtering, prediction & smoothing. Least squares, Minimum variance, ML and Minimax estimates, error bounds. Kalman and Wiener filters. Optimal control in presence of uncertainty, Synthesis of regulators and terminal controllers, Effect of noisy components on optimal control law. Partially characterised systems.

• EE 653 DIGITAL CONTROL

Discrete-time signals and systems, Z-transform, pulse transfer functions. Compensator design by root locus, error coefficients and frequency response. State-space models of discrete time systems, controllability, observability, stability, state estimation, Kalman filtering. Linear regulation. Parameter estimation.

• EE 654 ROBUST CONTROL SYSTEMS

Linear Quadratic Regulators: return ratio & difference, sensitivity function. Kalman's optimality condition. Gain/phase margins, robustness to time delay and nonlinearity. Characterization of sensitivity. Kharitonov theorem robustness. Singular values - properties, application in stability, robustness and sensitivity. Robustness of discrete time LQR systems.

• EE 655 OPTIMAL CONTROL

Basic mathematical concepts. Conditions for optimality, variational calculus approach, Pontryagin's maximum principle and Hamilton Jacobi-Bellman theory. Structures and properties of optimal systems. Various types of constraints; singular solutions. Minimum time problems.

• EE 656 CONTROL SYSTEM DESIGN

Linear multivariable control systems. Equivalence of internal and external stability of feedback control systems and the stabilization problem. Stable factorization approach for solving stabilization problem. Feedback system design. Solutions of H2 and Ha problems. Robust stabilization, graph topology and graph metric.

• EE 637 MATHEMATICAL METHODS IN CONTROL SYSTEMS

Real and complex Euclidean spaces, Infinite dimensional inner product, complete spaces, Linear functionals and operators, Eigenvalues and eign vectors, complete, orthogonal representations, Errors solutions to systems of linear equations, Matrix inversion, pivoting eigenvalue and eigen vector calculations, SVD, Non linear equations, probability theory, concepts, random variables, distribution functions, moments and statistics of multiple variables, MS estimations, stochastic processes.

• EE 658 FUZZY SET, LOGIC & SYSTEMS AND APPLICATIONS

Introduction, Uncertainty, Imprecision and Vagueness, Fuzzy systems, Brief history of Fuzzy logic, Foundation of Fuzzy Theory, Fuzzy Sets and Systems, Fuzzy Systems in Commercial Products, Research Fields in Fuzzy Theory, Classical sets and Fuzzy sets, Classical Relations, Fuzzy relations, Membership Functions, Fuzzy to crisp conversions, Fuzzy arithmetic, Numbers, Vectors and the extension principle, Classical logic and Fuzzy logic, Mathematical background of Fuzzy Systems, Classical (Crisp) vs, Fuzzy sets, Representation of Fuzzy sets, Types of Membership Functions, Basic Concepts (support, singleton, height, a-cut projections), Fuzzy set operations, S-and T- Norms, Properties of Fuzzy sets, Sets as Points in Hypercube, Cartesian Product, Crisp and Fuzzy Relations, Examples, Liguistic variables and hedges, Membership function design. Basic Principles of Inference in Fuzzy Logic, Fuzzy IF-THEN Rules, Canonical Form, Fuzzy Systems and Algorithms, Approximate Reasoning, Forms of Fuzzy Implication, Fuzzy Inference Engines, Graphical Techniques of Inference, Fuzzyifications/ DeFuzzification, Fuzzy System Design and its Elements, Design options. Fuzzy Events, Fuzzy Measures, Possibility Distributions as Fuzzy Sets, Possibility vs, Probability, Fuzzy Systems as Universal Approximators, Additive Fuzzy Systems (standard additive model).

• EE 650 BASICS OF MODERN CONTROL SYSTEMS

Advanced protective relaying, basic protection schemes, relay terminology, Vector spaces, Linear systems, similarity transformations, Canonical forms, Controllability, Observability, Realisability etc. Minimal realization, Digital systems, Nonlinear systems, Phase-plane analysis, Poincare theorems, Lyapunov theorem, Circle and Popov criterion; Robust control, Linear Quadratic Regulator (LQR), Linear Quadratic Gaussian (LQG) control, Loop Transfer Recovery (LTR), Hinfinity control.

• EE 658 FUZZY SET, LOGIC & SYSTEMS AND APPLICATIONS

Introduction, Uncertainty, Imprecision and Vagueness, Fuzzy systems, Brief history of Fuzzy logic, Foundation of Fuzzy Theory, Fuzzy Sets and Systems, Fuzzy Systems in Commercial Products, Research Fields in Fuzzy Theory, Classical sets and Fuzzy sets, Classical Relations, Fuzzy relations, Membership Functions, Fuzzy to crisp conversions, Fuzzy arithmetic, Numbers, Vectors and the extension principle, Classical logic and Fuzzy logic, Mathematical background of Fuzzy Systems, Classical (Crisp) vs, Fuzzy sets, Representation of Fuzzy sets, Types of Membership Functions, Basic Concepts (support, singleton, height, a-cut projections), Fuzzy set operations, S-and T- Norms, Properties of Fuzzy sets, Sets as Points in Hypercube, Cartesian Product, Crisp and Fuzzy Relations, Examples, Liguistic variables and hedges, Membership function design. Basic Principles of Inference in Fuzzy Logic, Fuzzy IF-THEN Rules, Canonical Form, Fuzzy Systems and Algorithms, Approximate Reasoning, Forms of Fuzzy Implication, Fuzzy Inference Engines, Graphical Techniques of Inference, Fuzzyifications/ DeFuzzification, Fuzzy System Design and its Elements, Design options. Fuzzy Events, Fuzzy Measures, Possibility Distributions as Fuzzy Sets, Possibility vs, Probability, Fuzzy Systems as Universal Approximators, Additive Fuzzy Systems (standard additive model).

• EE 658 FUZZY SET, LOGIC & SYSTEMS AND APPLICATIONS

Introduction, Uncertainty, Imprecision and Vagueness, Fuzzy systems, Brief history of Fuzzy logic, Foundation of Fuzzy Theory, Fuzzy Sets and Systems, Fuzzy Systems in Commercial Products, Research Fields in Fuzzy Theory, Classical sets and Fuzzy sets, Classical Relations, Fuzzy relations, Membership Functions, Fuzzy to crisp conversions, Fuzzy arithmetic, Numbers, Vectors and the extension principle, Classical logic and Fuzzy logic, Mathematical background of Fuzzy Systems, Classical (Crisp) vs, Fuzzy sets, Representation of Fuzzy sets, Types of Membership Functions, Basic Concepts (support, singleton, height, a-cut projections), Fuzzy set operations, S-and T- Norms, Properties of Fuzzy sets, Sets as Points in Hypercube, Cartesian Product, Crisp and Fuzzy Relations, Examples, Liguistic variables and hedges, Membership function design. Basic Principles of Inference in Fuzzy Logic, Fuzzy IF-THEN Rules, Canonical Form, Fuzzy Systems and Algorithms, Approximate Reasoning, Forms of Fuzzy Implication, Fuzzy Inference Engines, Graphical Techniques of Inference, Fuzzyifications/ DeFuzzification, Fuzzy System Design and its Elements, Design options. Fuzzy Events, Fuzzy Measures, Possibility Distributions as Fuzzy Sets, Possibility vs, Probability, Fuzzy Systems as Universal Approximators, Additive Fuzzy Systems (standard additive model).

• EE 650 BASICS OF MODERN CONTROL SYSTEMS

Advanced protective relaying, basic protection schemes, relay terminology, Vector spaces, Linear systems, similarity transformations, Canonical forms, Controllability, Observability, Realisability etc. Minimal realization, Digital systems, Nonlinear systems, Phase-plane analysis, Poincare theorems, Lyapunov theorem, Circle and Popov criterion; Robust control, Linear Quadratic Regulator (LQR), Linear Quadratic Gaussian (LQG) control, Loop Transfer Recovery (LTR), Hinfinity control.

• EE 654 ROBUST CONTROL SYSTEMS

Linear Quadratic Regulators: return ratio & difference, sensitivity function. Kalman's optimality condition. Gain/phase margins, robustness to time delay and nonlinearity. Characterization of sensitivity. Kharitonov theorem robustness. Singular values - properties, application in stability, robustness and sensitivity. Robustness of discrete time LQR systems.

• EE 658 FUZZY SET, LOGIC & SYSTEMS AND APPLICATIONS

Introduction, Uncertainty, Imprecision and Vagueness, Fuzzy systems, Brief history of Fuzzy logic, Foundation of Fuzzy Theory, Fuzzy Sets and Systems, Fuzzy Systems in Commercial Products, Research Fields in Fuzzy Theory, Classical sets and Fuzzy sets, Classical Relations, Fuzzy relations, Membership Functions, Fuzzy to crisp conversions, Fuzzy arithmetic, Numbers, Vectors and the extension principle, Classical logic and Fuzzy logic, Mathematical background of Fuzzy Systems, Classical (Crisp) vs, Fuzzy sets, Representation of Fuzzy sets, Types of Membership Functions, Basic Concepts (support, singleton, height, a-cut projections), Fuzzy set operations, S-and T- Norms, Properties of Fuzzy sets, Sets as Points in Hypercube, Cartesian Product, Crisp and Fuzzy Relations, Examples, Liguistic variables and hedges, Membership function design. Basic Principles of Inference in Fuzzy Logic, Fuzzy IF-THEN Rules, Canonical Form, Fuzzy Systems and Algorithms, Approximate Reasoning, Forms of Fuzzy Implication, Fuzzy Inference Engines, Graphical Techniques of Inference, Fuzzyifications/ DeFuzzification, Fuzzy System Design and its Elements, Design options. Fuzzy Events, Fuzzy Measures, Possibility Distributions as Fuzzy Sets, Possibility vs, Probability, Fuzzy Systems as Universal Approximators, Additive Fuzzy Systems (standard additive model).

• EE 658 FUZZY SET, LOGIC & SYSTEMS AND APPLICATIONS

Introduction, Uncertainty, Imprecision and Vagueness, Fuzzy systems, Brief history of Fuzzy logic, Foundation of Fuzzy Theory, Fuzzy Sets and Systems, Fuzzy Systems in Commercial Products, Research Fields in Fuzzy Theory, Classical sets and Fuzzy sets, Classical Relations, Fuzzy relations, Membership Functions, Fuzzy to crisp conversions, Fuzzy arithmetic, Numbers, Vectors and the extension principle, Classical logic and Fuzzy logic, Mathematical background of Fuzzy Systems, Classical (Crisp) vs, Fuzzy sets, Representation of Fuzzy sets, Types of Membership Functions, Basic Concepts (support, singleton, height, a-cut projections), Fuzzy set operations, S-and T- Norms, Properties of Fuzzy sets, Sets as Points in Hypercube, Cartesian Product, Crisp and Fuzzy Relations, Examples, Liguistic variables and hedges, Membership function design. Basic Principles of Inference in Fuzzy Logic, Fuzzy IF-THEN Rules, Canonical Form, Fuzzy Systems and Algorithms, Approximate Reasoning, Forms of Fuzzy Implication, Fuzzy Inference Engines, Graphical Techniques of Inference, Fuzzyifications/ DeFuzzification, Fuzzy System Design and its Elements, Design options. Fuzzy Events, Fuzzy Measures, Possibility Distributions as Fuzzy Sets, Possibility vs, Probability, Fuzzy Systems as Universal Approximators, Additive Fuzzy Systems (standard additive model).

• EE 654 ROBUST CONTROL SYSTEMS

Linear Quadratic Regulators: return ratio & difference, sensitivity function. Kalman's optimality condition. Gain/phase margins, robustness to time delay and nonlinearity. Characterization of sensitivity. Kharitonov theorem robustness. Singular values - properties, application in stability, robustness and sensitivity. Robustness of discrete time LQR systems.

• EE 653 DIGITAL CONTROL

Discrete-time signals and systems, Z-transform, pulse transfer functions. Compensator design by root locus, error coefficients and frequency response. State-space models of discrete time systems, controllability, observability, stability, state estimation, Kalman filtering. Linear regulation. Parameter estimation.

• EE 698C CONSENSUS IN DISTRIBUTED MULTIAGENT SYSTEM Power Engineering Courses • EE 200 CONTROL SYSTEM ANALYSIS

Continuous and discrete time signals, Fourier series, Fourier, Laplace and Z transform techniques; DFT. Sampling Theorem. LTI systems: I/O description, impulse response and system functions, pole/ zero plots, FIR and IIR systems. Analog and digital filters. Networks: topological description, network theorems, Two port analysis.

• EE 360 POWER ELECTRONICS

Power semiconductor devices: structure and characteristics; snubber circuits, switching loss. Controlled rectifiers: full/half controlled converters, dual converters, sequence control. AC regulator circuits, reactive power compensators. dc-dc converters, switching dc power supplies. Inverters: square wave and pwm types, filters, inverters for induction heating and UPS.

• EE 431 ELECTRICAL MACHINES

Active devices: LHTs, klystrons, magnetrons, TWTs, BWOs, microwave transistors; point contact, tunnel, PIN, and GUNN diodes; Parametric amplifier masers. Microwave circuits-theory of guiding systems, scattering matrix impedance transformation and matching. Passive devices: ferrites & ferrite devices, microwave cavity.

• EE 432 POWER GENERATION.

Power generation from conventional sources; thermal, hydro, nuclear and gas power plants - their functions and control; types of prime movers, generators and excitation systems; Economic considerations in power systems. Alternate sources of power generation - solar, wind, geo-thermal, ocean-thermal, tidal, wave and MHD.

• EE 437 FUNDAMENTALS OF HV ENGG & LABORATORY TECHNIQUES

Electromagnetic fields, field control, Dielectrics used in HV and their properties, Standard voltage wave-forms, Generation and measurement of HV ac, dc and impulse voltages, Non-destructive testing, HV bushings & insulators, Overvoltage phenomena & insulation coordination

• EE 451 ADVANCED CONTROL SYSTEMS

Modeling of physical systems, Concepts of state, state-space, Controllability and observability. Sensitivity and error analysis. Nonlinear systems, singular points, phase plane analysis, Lyapunov stability, describing functions, on-off and dual mode systems. Sampled Data Systems. Computer control system.

• EE 455 TRANSDUCERS AND INSTRUMENTATION

Measurement process; scales of measurement; configuration and functional description of measurement systems; performance characteristics; sensing elements and transducers for measurement of motion, force, pressure, flow, temperature, light, vacuum, etc.; transducer interfacing; signal conditioning, transmission and recording; microprocessor based instrumentation

• EE 630 SIMULATION OF MODERN POWER SYSTEMS

Modern power systems operation and control, Power system deregulation; static and dynamic modeling; Load flow and stability studies; Electromagnetic phenomenon; Insulation and partial discharge.

• EE 631 ADVANCED POWER SYSTEM STABILITY.

Detailed machine modeling, Modeling of turbine-generator and associated systems, excitation systems and PSS, Transient stability and small signal stability for large systems, SSR and system modeling for SSR studies, Voltage stability: P-V and Q-V curves, static analysis, sensitivity and continuation method; Dynamic analysis, local and global bifurcations, Control area, Margin prediction, Stability of AC-DC systems.

• EE 632 ECONOMIC OPERATION & CONTROL OF POWER SYSTEMS.

Economic load dispatch, loss formula, introduction to mathematical programming, hydrothermal scheduling systems, power system security, optimal real and reactive power dispatch, state estimation, load frequency control, energy control center.

• EE 633 ELECTRIC POWER SYSTEM OPERATION AND MANAGEMENT.

Fundamentals of deregulation: Privatization and deregulation, Motivations for Restructuring the Power industry; Restructuring models and Trading Arrangements: Components of restructured systems, Independent System Operator (ISO): Functions and responsibilities, Trading arrangements (Pool, bilateral & multilateral), Open Access Transmission Systems; Different models of deregulation: U K Model, California model, Australian and New Zealand models, Deregulation in Asia including India, Bidding strategies, Forward and Future market; Operation and control: Old vs New, Available Transfer Capability, Congestion management, Ancillary services; Wheeling charges and pricing: Wheeling methodologies, pricing strategies.

• EE 634 ELECTRICAL INSULATION IN POWER APPARATUS AND SYSTEMS.

Properties of dielectrics and breakdown mechanisms; composites and novel materials; insulators for outdoor applications; Issues in design of insulators and insulator systems; Overvoltages and insulation coordination in transmission networks; Generation and measurement of testing Voltages DC, AC, impulse and pulsed; Testing and Evaluation: Procedures and standards, ageing studies; On- line and off- line condition monitoring of sub-station equipment; Advances in measurement and diagnostic technologies: partial discharge monitoring, space charge charge measurements, dielectric spectroscopy, etc; Lab demonstrations.

• EE 635 HVDC TRANSMISSION AND FLEXIBLE AC TRANSMISSION SYSTEMS.

General aspects of DC transmission, converter circuits and their analysis, DC link controls, faults and abnormal operation and protection; Mechanism of active and reactive power flow contro; Basic FACTS controllers: SVC, STATCOM, TCSC, TCPAR, UPFC; Modeling of FACTS Controllers; System static performance improvement with FACTS controllers; System dynamic performance improvement with FACTS controllers.

• EE 636 ADVANCED PROTECTIVE RELAYING.

Advanced protective relaying, basic protection schemes, relay terminology, relays as comparators, static relays, application of solid state devices, differential relaying systems, distance relaying schemes, protection of multiterminal lines, new types of relaying criteria, special problems, digital protection.

• EE 638 HIGH VOLTAGE ENGINEERING BEHAVIOUR OF DIELECTRICS.

Electric fields and their numerical estimation; avalanche, streamer and leader processes; breakdown mechanisms, arcs, breakdown characteristics of gases, liquids and solids; intrinsic and practical strengths of dielectrics; ageing of solids, liquids and gases; gas insulated systems; effects of corona.

• EE 650 BASICS OF MODERN CONTROL SYSTEMS

Advanced protective relaying, basic protection schemes, relay terminology, Vector spaces, Linear systems, similarity transformations, Canonical forms, Controllability, Observability, Realisability etc. Minimal realization, Digital systems, Nonlinear systems, Phase-plane analysis, Poincare theorems, Lyapunov theorem, Circle and Popov criterion; Robust control, Linear Quadratic Regulator (LQR), Linear Quadratic Gaussian (LQG) control, Loop Transfer Recovery (LTR), Hinfinity control.

• EE 651 NONLINEAR SYSTEMS.

Describing function, phase-plane analysis. Poincare's Index, Bendixson's theorem. Linearization. Lyapunov stability, stability theorems, variable-gradient technique, and Krasovskii's method for generating Lyapunov functions, statement of Lure problem, circle criterion, Popov criterion, input-output stability.

• EE 652 LINEAR STOCHASTIC DYNAMI-CAL SYSTEMS.

Wiener processes; Markov chains & processes; Filtering, prediction & smoothing. Least squares, Minimum variance, ML and Minimax estimates, error bounds. Kalman and Wiener filters. Optimal control in presence of uncertainty, Synthesis of regulators and terminal controllers, Effect of noisy components on optimal control law. Partially characterised systems.

• EE 653 DIGITAL CONTROL.

Discrete-time signals and systems, Z-transform, pulse transfer functions. Compensator design by root locus, error coefficients and frequency response. State-space models of discrete time systems, controllability, observability, stability, state estimation, Kalman filtering. Linear regulation. Parameter estimation.

• EE 654 ROBUST CONTROL SYSTEMS.

Linear Quadratic Regulators: return ratio & difference, sensitivity function. Kalman's optimality condition. Gain/phase margins, robustness to time delay and nonlinearity. Characterization of sensitivity. Kharitonov theorem robustness. Singular values - properties, application in stability, robustness and sensitivity. Robustness of discrete time LQR systems.

• EE 655 OPTIMAL CONTROL.

Basic mathematical concepts. Conditions for optimality, variational calculus approach, Pontryagin's maximum principle and Hamilton Jacobi-Bellman theory. Structures and properties of optimal systems. Various types of constraints; singular solutions. Minimum time problems.

• EE 656 CONTROL SYSTEM DESIGN.

Linear multivariable control systems. Equivalence of internal and external stability of feedback control systems and the stabilization problem. Stable factorization approach for solving stabilization problem. Feedback system design. Solutions of H2 and Ha problems. Robust stabilization, graph topology and graph metric.

• EE 657 MATHEMATICAL METHODS IN CONTROL SYSTEMS.

Real and complex Euclidean spaces, Infinite dimensional inner product, complete spaces, Linear functionals and operators, Eigenvalues and eigen vectors, complete, orthogonal representations, Errors solutions to systems of linear equations, Matrix inversion, pivoting eigenvalue and eigen vector calculations, SVD, Non linear equations, probability theory, concepts, random variables, distribution functions, moments and statistics of multiple variables, MS estimations, stochastic processes.

• EE 658 FUZZY SET, LOGIC & SYSTEMS AND APPLICATIONS.

Introduction, Uncertainty, Imprecision and Vagueness, Fuzzy systems, Brief history of Fuzzy logic, Foundation of Fuzzy Theory, Fuzzy Sets and Systems, Fuzzy Systems in Commercial Products, Research Fields in Fuzzy Theory, Classical sets and Fuzzy sets, Classical Relations, Fuzzy relations, Membership Functions, Fuzzy to crisp conversions, Fuzzy arithmetic, Numbers, Vectors and the extension principle, Classical logic and Fuzzy logic, Mathematical background of Fuzzy Systems, Classical (Crisp) vs, Fuzzy sets, Representation of Fuzzy sets, Types of Membership Functions, Basic Concepts (support, singleton, height, a-cut projections), Fuzzy set operations, S-and T- Norms, Properties of Fuzzy sets, Sets as Points in Hypercube, Cartesian Product, Crisp and Fuzzy Relations, Examples, Liguistic variables and hedges, Membership function design. Basic Principles of Inference in Fuzzy Logic, Fuzzy IF-THEN Rules, Canonical Form, Fuzzy Systems and Algorithms, Approximate Reasoning, Forms of Fuzzy Implication, Fuzzy Inference Engines, Graphical Techniques of Inference, Fuzzyifications/ DeFuzzification, Fuzzy System Design and its Elements, Design options. Fuzzy Events, Fuzzy Measures, Possibility Distributions as Fuzzy Sets, Possibility vs, Probability, Fuzzy Systems as Universal Approximators, Additive Fuzzy Systems (standard additive model).

• EE 660 BASICS OF POWER ELECTRONICS CONVERTERS.

Power semiconductor devices, BJT, MOSFET, IGBT, GTO and MCT: AC-DC Converters; Forced communication; synchronous link converters, DC-AC converters, buck, boost, buck-boost, cuk, flyback configuration, resonant converters, PWM inverters; active filters.

• EE 661 POWER ELECTRONICS APPLICATIONS IN POWER SYSTEMS.

Basics of flexible AC transmission systems, Controlled rectifier and energy storage plants, Tap changers and phase shifters, Thyristor controlled VAR compensation and series compensation, Modern (synchronous link converter) VAR compensators, Unified power flow controller (UPFC) and Interline power flow controller, Power quality conditioners, Power electronics in power generation.

• EE 662 CONTROL TECHNIQUES IN POWER ELECTRONICS.

State space modeling and simulation of linear systems, Discrete time models, conventional controllers using small signal models, Fuzzy control, Variable, structure control, Hysteresis controllers, Output and state feedback switching controllers.

• EE 663 MODELING AND SIMULATION OF POWER ELECTRONIC SYSTEMS.

Machine modeling, DC, induction motor and synchronous machines; simulation of transients; simulation tools: SABER, PSPICE, and MATLAB-SIMULINK; Simulations of converters, inverters and cyclo-converters etc.

• EE 664 FUNDAMENTALS OF ELECTRIC DRIVES.

Motor load dynamics, starting, braking & speed control of dc and ac motors. DC drives: converter and chopper control. AC Drives: Operation of induction and synchronous motors from voltage and current inverters, slip power recovery, pump drives using ac line controller and self-controlled synchronous motor drives.

• EE 665 ADVANCED ELECTRIC DRIVES.

Closed loop control of solid state DC drives, Scalar and vector control of induction motor, Direct torque and flux control of induction motor, Self controlled synchronous motor drive, Vector control of synchronous motor, Switched reluctance motor drive, Brushless DC motor drive, Permanent magnet drives, Industrial drives

• EE 666 SPECIAL TOPICS IN POWER ELECTRONICS.

PWM inverters, Multilevel inverters, Neutral point controlled inverters, Soft switching converters: DC-DC resonant link inverters, Hybrid resonant link inverters, Quasi resonant link converters, Switched mode rectifiers, Synchronous link converters.

• EE 678 NEURAL SYSTEMS AND NETWORKS.

Theory of representation; Two computational paradigms; Multi-layer networks; Auto-associative and hetero-associative nets; Learning in neural nets: Supervised and unsupervised learning; Application of neural nets; Neural network simulators.

• EE 630 SIMULATION OF MODERN POWER SYSTEMS

Modern power systems operation and control, Power system deregulation; static and dynamic modeling; Load flow and stability studies; Electromagnetic phenomenon; Insulation and partial discharge.

• EE 634 ELECTRICAL INSULATION IN POWER APPARATUS AND SYSTEMS.

Properties of dielectrics and breakdown mechanisms; composites and novel materials; insulators for outdoor applications; Issues in design of insulators and insulator systems; Overvoltages and insulation coordination in transmission networks; Generation and measurement of testing Voltages DC, AC, impulse and pulsed; Testing and Evaluation: Procedures and standards, ageing studies; On- line and off- line condition monitoring of sub-station equipment; Advances in measurement and diagnostic technologies: partial discharge monitoring, space charge charge measurements, dielectric spectroscopy, etc; Lab demonstrations.

• EE 650 BASICS OF MODERN CONTROL SYSTEMS

Advanced protective relaying, basic protection schemes, relay terminology, Vector spaces, Linear systems, similarity transformations, Canonical forms, Controllability, Observability, Realisability etc. Minimal realization, Digital systems, Nonlinear systems, Phase-plane analysis, Poincare theorems, Lyapunov theorem, Circle and Popov criterion; Robust control, Linear Quadratic Regulator (LQR), Linear Quadratic Gaussian (LQG) control, Loop Transfer Recovery (LTR), Hinfinity control.

• EE 660 BASICS OF POWER ELECTRONICS CONVERTERS.

Power semiconductor devices, BJT, MOSFET, IGBT, GTO and MCT: AC-DC Converters; Forced communication; synchronous link converters, DC-AC converters, buck, boost, buck-boost, cuk, flyback configuration, resonant converters, PWM inverters; active filters.

• EE 664 FUNDAMENTALS OF ELECTRIC DRIVES.

Motor load dynamics, starting, braking & speed control of dc and ac motors. DC drives: converter and chopper control. AC Drives: Operation of induction and synchronous motors from voltage and current inverters, slip power recovery, pump drives using ac line controller and self-controlled synchronous motor drives.

• EE 632 ECONOMIC OPERATION & CONTROL OF POWER SYSTEMS.

Economic load dispatch, loss formula, introduction to mathematical programming, hydrothermal scheduling systems, power system security, optimal real and reactive power dispatch, state estimation, load frequency control, energy control center.

• EE 658 FUZZY SET, LOGIC & SYSTEMS AND APPLICATIONS.

Introduction, Uncertainty, Imprecision and Vagueness, Fuzzy systems, Brief history of Fuzzy logic, Foundation of Fuzzy Theory, Fuzzy Sets and Systems, Fuzzy Systems in Commercial Products, Research Fields in Fuzzy Theory, Classical sets and Fuzzy sets, Classical Relations, Fuzzy relations, Membership Functions, Fuzzy to crisp conversions, Fuzzy arithmetic, Numbers, Vectors and the extension principle, Classical logic and Fuzzy logic, Mathematical background of Fuzzy Systems, Classical (Crisp) vs, Fuzzy sets, Representation of Fuzzy sets, Types of Membership Functions, Basic Concepts (support, singleton, height, a-cut projections), Fuzzy set operations, S-and T- Norms, Properties of Fuzzy sets, Sets as Points in Hypercube, Cartesian Product, Crisp and Fuzzy Relations, Examples, Liguistic variables and hedges, Membership function design. Basic Principles of Inference in Fuzzy Logic, Fuzzy IF-THEN Rules, Canonical Form, Fuzzy Systems and Algorithms, Approximate Reasoning, Forms of Fuzzy Implication, Fuzzy Inference Engines, Graphical Techniques of Inference, Fuzzyifications/ DeFuzzification, Fuzzy System Design and its Elements, Design options. Fuzzy Events, Fuzzy Measures, Possibility Distributions as Fuzzy Sets, Possibility vs, Probability, Fuzzy Systems as Universal Approximators, Additive Fuzzy Systems (standard additive model).

• EE 661 POWER ELECTRONICS APPLICATIONS IN POWER SYSTEMS.

Basics of flexible AC transmission systems, Controlled rectifier and energy storage plants, Tap changers and phase shifters, Thyristor controlled VAR compensation and series compensation, Modern (synchronous link converter) VAR compensators, Unified power flow controller (UPFC) and Interline power flow controller, Power quality conditioners, Power electronics in power generation.

• EE 662 CONTROL TECHNIQUES IN POWER ELECTRONICS.

State space modeling and simulation of linear systems, Discrete time models, conventional controllers using small signal models, Fuzzy control, Variable, structure control, Hysteresis controllers, Output and state feedback switching controllers.

• EE 665 ADVANCED ELECTRIC DRIVES.

Closed loop control of solid state DC drives, Scalar and vector control of induction motor, Direct torque and flux control of induction motor, Self controlled synchronous motor drive, Vector control of synchronous motor, Switched reluctance motor drive, Brushless DC motor drive, Permanent magnet drives, Industrial drives

• EE 630 SIMULATION OF MODERN POWER SYSTEMS

Modern power systems operation and control, Power system deregulation; static and dynamic modeling; Load flow and stability studies; Electromagnetic phenomenon; Insulation and partial discharge.

• EE 632 ECONOMIC OPERATION & CONTROL OF POWER SYSTEMS.

Economic load dispatch, loss formula, introduction to mathematical programming, hydrothermal scheduling systems, power system security, optimal real and reactive power dispatch, state estimation, load frequency control, energy control center.

• EE 635 HVDC TRANSMISSION AND FLEXIBLE AC TRANSMISSION SYSTEMS.

General aspects of DC transmission, converter circuits and their analysis, DC link controls, faults and abnormal operation and protection; Mechanism of active and reactive power flow contro; Basic FACTS controllers: SVC, STATCOM, TCSC, TCPAR, UPFC; Modeling of FACTS Controllers; System static performance improvement with FACTS controllers; System dynamic performance improvement with FACTS controller

• EE 650 BASICS OF MODERN CONTROL SYSTEMS

Advanced protective relaying, basic protection schemes, relay terminology, Vector spaces, Linear systems, similarity transformations, Canonical forms, Controllability, Observability, Realisability etc. Minimal realization, Digital systems, Nonlinear systems, Phase-plane analysis, Poincare theorems, Lyapunov theorem, Circle and Popov criterion; Robust control, Linear Quadratic Regulator (LQR), Linear Quadratic Gaussian (LQG) control, Loop Transfer Recovery (LTR), Hinfinity control.

• EE 658 FUZZY SET, LOGIC & SYSTEMS AND APPLICATIONS.

Introduction, Uncertainty, Imprecision and Vagueness, Fuzzy systems, Brief history of Fuzzy logic, Foundation of Fuzzy Theory, Fuzzy Sets and Systems, Fuzzy Systems in Commercial Products, Research Fields in Fuzzy Theory, Classical sets and Fuzzy sets, Classical Relations, Fuzzy relations, Membership Functions, Fuzzy to crisp conversions, Fuzzy arithmetic, Numbers, Vectors and the extension principle, Classical logic and Fuzzy logic, Mathematical background of Fuzzy Systems, Classical (Crisp) vs, Fuzzy sets, Representation of Fuzzy sets, Types of Membership Functions, Basic Concepts (support, singleton, height, a-cut projections), Fuzzy set operations, S-and T- Norms, Properties of Fuzzy sets, Sets as Points in Hypercube, Cartesian Product, Crisp and Fuzzy Relations, Examples, Liguistic variables and hedges, Membership function design. Basic Principles of Inference in Fuzzy Logic, Fuzzy IF-THEN Rules, Canonical Form, Fuzzy Systems and Algorithms, Approximate Reasoning, Forms of Fuzzy Implication, Fuzzy Inference Engines, Graphical Techniques of Inference, Fuzzyifications/ DeFuzzification, Fuzzy System Design and its Elements, Design options. Fuzzy Events, Fuzzy Measures, Possibility Distributions as Fuzzy Sets, Possibility vs, Probability, Fuzzy Systems as Universal Approximators, Additive Fuzzy Systems (standard additive model).

• EE 660 BASICS OF POWER ELECTRONICS CONVERTERS.

Power semiconductor devices, BJT, MOSFET, IGBT, GTO and MCT: AC-DC Converters; Forced communication; synchronous link converters, DC-AC converters, buck, boost, buck-boost, cuk, flyback configuration, resonant converters, PWM inverters; active filters.

• EE 664 FUNDAMENTALS OF ELECTRIC DRIVES.

Motor load dynamics, starting, braking & speed control of dc and ac motors. DC drives: converter and chopper control. AC Drives: Operation of induction and synchronous motors from voltage and current inverters, slip power recovery, pump drives using ac line controller and self-controlled synchronous motor drives.

• EE 631 ADVANCED POWER SYSTEM STABILITY.

Detailed machine modeling, Modeling of turbine-generator and associated systems, excitation systems and PSS, Transient stability and small signal stability for large systems, SSR and system modeling for SSR studies, Voltage stability: P-V and Q-V curves, static analysis, sensitivity and continuation method; Dynamic analysis, local and global bifurcations, Control area, Margin prediction, Stability of AC-DC systems.

• EE 633 ELECTRIC POWER SYSTEM OPERATION AND MANAGEMENT.

Fundamentals of deregulation: Privatization and deregulation, Motivations for Restructuring the Power industry; Restructuring models and Trading Arrangements: Components of restructured systems, Independent System Operator (ISO): Functions and responsibilities, Trading arrangements (Pool, bilateral & multilateral), Open Access Transmission Systems; Different models of deregulation: U K Model, California model, Australian and New Zealand models, Deregulation in Asia including India, Bidding strategies, Forward and Future market; Operation and control: Old vs New, Available Transfer Capability, Congestion management, Ancillary services; Wheeling charges and pricing: Wheeling methodologies, pricing strategies.

• EE 662 CONTROL TECHNIQUES IN POWER ELECTRONICS.

State space modeling and simulation of linear systems, Discrete time models, conventional controllers using small signal models, Fuzzy control, Variable,structure control, Hysteresis controllers, Output and state feedback switching controllers.

• EE 665 ADVANCED ELECTRIC DRIVES.

Closed loop control of solid state DC drives, Scalar and vector control of induction motor, Direct torque and flux control of induction motor, Self controlled synchronous motor drive, Vector control of synchronous motor, Switched reluctance motor drive, Brushless DC motor drive, Permanent magnet drives, Industrial drives

• EE 630 SIMULATION OF MODERN POWER SYSTEMS

Modern power systems operation and control, Power system deregulation; static and dynamic modeling; Load flow and stability studies; Electromagnetic phenomenon; Insulation and partial discharge.

• EE 632 ECONOMIC OPERATION & CONTROL OF POWER SYSTEMS.

Modern power systems operation and control, Power system deregulation; static and dynamic modeling; Load flow and stability studies; Electromagnetic phenomenon; Insulation and partial discharge.

• EE 634 ELECTRICAL INSULATION IN POWER APPARATUS AND SYSTEMS.

Properties of dielectrics and breakdown mechanisms; composites and novel materials; insulators for outdoor applications; Issues in design of insulators and insulator systems; Overvoltages and insulation coordination in transmission networks; Generation and measurement of testing Voltages DC, AC, impulse and pulsed; Testing and Evaluation: Procedures and standards, ageing studies; On- line and off- line condition monitoring of sub-station equipment; Advances in measurement and diagnostic technologies: partial discharge monitoring, space charge charge measurements, dielectric spectroscopy, etc; Lab demonstrations.

• EE 650 BASICS OF MODERN CONTROL SYSTEMS

Advanced protective relaying, basic protection schemes, relay terminology, Vector spaces, Linear systems, similarity transformations, Canonical forms, Controllability, Observability, Realisability etc. Minimal realization, Digital systems, Nonlinear systems, Phase-plane analysis, Poincare theorems, Lyapunov theorem, Circle and Popov criterion; Robust control, Linear Quadratic Regulator (LQR), Linear Quadratic Gaussian (LQG) control, Loop Transfer Recovery (LTR), Hinfinity control.

• EE 658 FUZZY SET, LOGIC & SYSTEMS AND APPLICATIONS.

Introduction, Uncertainty, Imprecision and Vagueness, Fuzzy systems, Brief history of Fuzzy logic, Foundation of Fuzzy Theory, Fuzzy Sets and Systems, Fuzzy Systems in Commercial Products, Research Fields in Fuzzy Theory, Classical sets and Fuzzy sets, Classical Relations, Fuzzy relations, Membership Functions, Fuzzy to crisp conversions, Fuzzy arithmetic, Numbers, Vectors and the extension principle, Classical logic and Fuzzy logic, Mathematical background of Fuzzy Systems, Classical (Crisp) vs, Fuzzy sets, Representation of Fuzzy sets, Types of Membership Functions, Basic Concepts (support, singleton, height, a-cut projections), Fuzzy set operations, S-and T- Norms, Properties of Fuzzy sets, Sets as Points in Hypercube, Cartesian Product, Crisp and Fuzzy Relations, Examples, Liguistic variables and hedges, Membership function design. Basic Principles of Inference in Fuzzy Logic, Fuzzy IF-THEN Rules, Canonical Form, Fuzzy Systems and Algorithms, Approximate Reasoning, Forms of Fuzzy Implication, Fuzzy Inference Engines, Graphical Techniques of Inference, Fuzzyifications/ DeFuzzification, Fuzzy System Design and its Elements, Design options. Fuzzy Events, Fuzzy Measures, Possibility Distributions as Fuzzy Sets, Possibility vs, Probability, Fuzzy Systems as Universal Approximators, Additive Fuzzy Systems (standard additive model).

• EE 660 BASICS OF POWER ELECTRONICS CONVERTERS.

Power semiconductor devices, BJT, MOSFET, IGBT, GTO and MCT: AC-DC Converters; Forced communication; synchronous link converters, DC-AC converters, buck, boost, buck-boost, cuk, flyback configuration, resonant converters, PWM inverters; active filters.

• EE 664 FUNDAMENTALS OF ELECTRIC DRIVES.

Motor load dynamics, starting, braking & speed control of dc and ac motors. DC drives: converter and chopper control. AC Drives: Operation of induction and synchronous motors from voltage and current inverters, slip power recovery, pump drives using ac line controller and self-controlled synchronous motor drives.

• EE 633 ELECTRIC POWER SYSTEM OPERATION AND MANAGEMENT.

Fundamentals of deregulation: Privatization and deregulation, Motivations for Restructuring the Power industry; Restructuring models and Trading Arrangements: Components of restructured systems, Independent System Operator (ISO): Functions and responsibilities, Trading arrangements (Pool, bilateral & multilateral), Open Access Transmission Systems; Different models of deregulation: U K Model, California model, Australian and New Zealand models, Deregulation in Asia including India, Bidding strategies, Forward and Future market; Operation and control: Old vs New, Available Transfer Capability, Congestion management, Ancillary services; Wheeling charges and pricing: Wheeling methodologies, pricing strategies.

• EE 635 HVDC TRANSMISSION AND FLEXIBLE AC TRANSMISSION SYSTEMS.

General aspects of DC transmission, converter circuits and their analysis, DC link controls, faults and abnormal operation and protection; Mechanism of active and reactive power flow contro; Basic FACTS controllers: SVC, STATCOM, TCSC, TCPAR, UPFC; Modeling of FACTS Controllers; System static performance improvement with FACTS controllers; System dynamic performance improvement with FACTS controllers.

• EE 662 CONTROL TECHNIQUES IN POWER ELECTRONICS.

State space modeling and simulation of linear systems, Discrete time models, conventional controllers using small signal models, Fuzzy control, Variable, structure control, Hysteresis controllers, Output and state feedback switching controllers.

• EE 665 ADVANCED ELECTRIC DRIVES.

Closed loop control of solid state DC drives, Scalar and vector control of induction motor, Direct torque and flux control of induction motor, Self controlled synchronous motor drive, Vector control of synchronous motor, Switched reluctance motor drive, Brushless DC motor drive, Permanent magnet drives, Industrial drives

• EE 630 SIMULATION OF MODERN POWER SYSTEMS

Modern power systems operation and control, Power system deregulation; static and dynamic modeling; Load flow and stability studies; Electromagnetic phenomenon; Insulation and partial discharge.

• EE 634 ELECTRICAL INSULATION IN POWER APPARATUS AND SYSTEMS

Properties of dielectrics and breakdown mechanisms; composites and novel materials; insulators for outdoor applications; Issues in design of insulators and insulator systems; Overvoltages and insulation coordination in transmission networks; Generation and measurement of testing Voltages DC, AC, impulse and pulsed; Testing and Evaluation: Procedures and standards, ageing studies; On- line and off- line condition monitoring of sub-station equipment; Advances in measurement and diagnostic technologies: partial discharge monitoring, space charge charge measurements, dielectric spectroscopy, etc; Lab demonstrations.

• EE 650 BASICS OF MODERN CONTROL SYSTEMS

Advanced protective relaying, basic protection schemes, relay terminology, Vector spaces, Linear systems, similarity transformations, Canonical forms, Controllability, Observability, Realisability etc. Minimal realization, Digital systems, Nonlinear systems, Phase-plane analysis, Poincare theorems, Lyapunov theorem, Circle and Popov criterion; Robust control, Linear Quadratic Regulator (LQR), Linear Quadratic Gaussian (LQG) control, Loop Transfer Recovery (LTR), Hinfinity control.

• EE 658 FUZZY SET, LOGIC & SYSTEMS AND APPLICATIONS

Introduction, Uncertainty, Imprecision and Vagueness, Fuzzy systems, Brief history of Fuzzy logic, Foundation of Fuzzy Theory, Fuzzy Sets and Systems, Fuzzy Systems in Commercial Products, Research Fields in Fuzzy Theory, Classical sets and Fuzzy sets, Classical Relations, Fuzzy relations, Membership Functions, Fuzzy to crisp conversions, Fuzzy arithmetic, Numbers, Vectors and the extension principle, Classical logic and Fuzzy logic, Mathematical background of Fuzzy Systems, Classical (Crisp) vs, Fuzzy sets, Representation of Fuzzy sets, Types of Membership Functions, Basic Concepts (support, singleton, height, a-cut projections), Fuzzy set operations, S-and T- Norms, Properties of Fuzzy sets, Sets as Points in Hypercube, Cartesian Product, Crisp and Fuzzy Relations, Examples, Liguistic variables and hedges, Membership function design. Basic Principles of Inference in Fuzzy Logic, Fuzzy IF-THEN Rules, Canonical Form, Fuzzy Systems and Algorithms, Approximate Reasoning, Forms of Fuzzy Implication, Fuzzy Inference Engines, Graphical Techniques of Inference, Fuzzyifications/ DeFuzzification, Fuzzy System Design and its Elements, Design options. Fuzzy Events, Fuzzy Measures, Possibility Distributions as Fuzzy Sets, Possibility vs, Probability, Fuzzy Systems as Universal Approximators, Additive Fuzzy Systems (standard additive model).

• EE 660 BASICS OF POWER ELECTRONICS CONVERTERS

Power semiconductor devices, BJT, MOSFET, IGBT, GTO and MCT: AC-DC Converters; Forced communication; synchronous link converters, DC-AC converters, buck, boost, buck-boost, cuk, flyback configuration, resonant converters, PWM inverters; active filters.

• EE 664 FUNDAMENTALS OF ELECTRIC DRIVES

Motor load dynamics, starting, braking & speed control of dc and ac motors. DC drives: converter and chopper control. AC Drives: Operation of induction and synchronous motors from voltage and current inverters, slip power recovery, pump drives using ac line controller and self-controlled synchronous motor drives.

• EE 633 ELECTRIC POWER SYSTEM OPERATION AND MANAGEMENT.

Fundamentals of deregulation: Privatization and deregulation, Motivations for Restructuring the Power industry; Restructuring models and Trading Arrangements: Components of restructured systems, Independent System Operator (ISO): Functions and responsibilities, Trading arrangements (Pool, bilateral & multilateral), Open Access Transmission Systems; Different models of deregulation: U K Model, California model, Australian and New Zealand models, Deregulation in Asia including India, Bidding strategies, Forward and Future market; Operation and control: Old vs New, Available Transfer Capability, Congestion management, Ancillary services; Wheeling charges and pricing: Wheeling methodologies, pricing strategies.

• EE 666 SPECIAL TOPICS IN POWER ELECTRONICS

PWM inverters, Multilevel inverters, Neutral point controlled inverters, Soft switching converters: DC-DC resonant link inverters, Hybrid resonant link inverters, Quasi resonant link converters, Switched mode rectifiers, Synchronous link converters.

• EE 662 CONTROL TECHNIQUES IN POWER ELECTRONICS.

State space modeling and simulation of linear systems, Discrete time models, conventional controllers using small signal models, Fuzzy control, Variable, structure control, Hysteresis controllers, Output and state feedback switching controllers.

• EE 665 ADVANCED ELECTRIC DRIVES.

Closed loop control of solid state DC drives, Scalar and vector control of induction motor, Direct torque and flux control of induction motor, Self controlled synchronous motor drive, Vector control of synchronous motor, Switched reluctance motor drive, Brushless DC motor drive, Permanent magnet drives, Industrial drives

• EE 661 POWER ELECTRONICS APPLICATIONS IN POWER SYSTEMS

Basics of flexible AC transmission systems, Controlled rectifier and energy storage plants, Tap changers and phase shifters, Thyristor controlled VAR compensation and series compensation, Modern (synchronous link converter) VAR compensators, Unified power flow controller (UPFC) and Interline power flow controller, Power quality conditioners, Power electronics in power generation.

• EE 630 SIMULATION OF MODERN POWER SYSTEMS

Modern power systems operation and control, Power system deregulation; static and dynamic modeling; Load flow and stability studies; Electromagnetic phenomenon; Insulation and partial discharge.

• EE 634 ELECTRICAL INSULATION IN POWER APPARATUS AND SYSTEMS

Properties of dielectrics and breakdown mechanisms; composites and novel materials; insulators for outdoor applications; Issues in design of insulators and insulator systems; Overvoltages and insulation coordination in transmission networks; Generation and measurement of testing Voltages DC, AC, impulse and pulsed; Testing and Evaluation: Procedures and standards, ageing studies; On- line and off- line condition monitoring of sub-station equipment; Advances in measurement and diagnostic technologies: partial discharge monitoring, space charge charge measurements, dielectric spectroscopy, etc; Lab demonstrations.

• EE 650 BASICS OF MODERN CONTROL SYSTEMS

Advanced protective relaying, basic protection schemes, relay terminology, Vector spaces, Linear systems, similarity transformations, Canonical forms, Controllability, Observability, Realisability etc. Minimal realization, Digital systems, Nonlinear systems, Phase-plane analysis, Poincare theorems, Lyapunov theorem, Circle and Popov criterion; Robust control, Linear Quadratic Regulator (LQR), Linear Quadratic Gaussian (LQG) control, Loop Transfer Recovery (LTR), Hinfinity control.

• EE 658 FUZZY SET, LOGIC & SYSTEMS AND APPLICATIONS

Introduction, Uncertainty, Imprecision and Vagueness, Fuzzy systems, Brief history of Fuzzy logic, Foundation of Fuzzy Theory, Fuzzy Sets and Systems, Fuzzy Systems in Commercial Products, Research Fields in Fuzzy Theory, Classical sets and Fuzzy sets, Classical Relations, Fuzzy relations, Membership Functions, Fuzzy to crisp conversions, Fuzzy arithmetic, Numbers, Vectors and the extension principle, Classical logic and Fuzzy logic, Mathematical background of Fuzzy Systems, Classical (Crisp) vs, Fuzzy sets, Representation of Fuzzy sets, Types of Membership Functions, Basic Concepts (support, singleton, height, a-cut projections), Fuzzy set operations, S-and T- Norms, Properties of Fuzzy sets, Sets as Points in Hypercube, Cartesian Product, Crisp and Fuzzy Relations, Examples, Liguistic variables and hedges, Membership function design. Basic Principles of Inference in Fuzzy Logic, Fuzzy IF-THEN Rules, Canonical Form, Fuzzy Systems and Algorithms, Approximate Reasoning, Forms of Fuzzy Implication, Fuzzy Inference Engines, Graphical Techniques of Inference, Fuzzyifications/ DeFuzzification, Fuzzy System Design and its Elements, Design options. Fuzzy Events, Fuzzy Measures, Possibility Distributions as Fuzzy Sets, Possibility vs, Probability, Fuzzy Systems as Universal Approximators, Additive Fuzzy Systems (standard additive model).

• EE 660 BASICS OF POWER ELECTRONICS CONVERTERS

Power semiconductor devices, BJT, MOSFET, IGBT, GTO and MCT: AC-DC Converters; Forced communication; synchronous link converters, DC-AC converters, buck, boost, buck-boost, cuk, flyback configuration, resonant converters, PWM inverters; active filters.

• EE 664 FUNDAMENTALS OF ELECTRIC DRIVES

Motor load dynamics, starting, braking & speed control of dc and ac motors. DC drives: converter and chopper control. AC Drives: Operation of induction and synchronous motors from voltage and current inverters, slip power recovery, pump drives using ac line controller and self-controlled synchronous motor drives.

• EE 633 ELECTRIC POWER SYSTEM OPERATION AND MANAGEMENT.

Fundamentals of deregulation: Privatization and deregulation, Motivations for Restructuring the Power industry; Restructuring models and Trading Arrangements: Components of restructured systems, Independent System Operator (ISO): Functions and responsibilities, Trading arrangements (Pool, bilateral & multilateral), Open Access Transmission Systems; Different models of deregulation: U K Model, California model, Australian and New Zealand models, Deregulation in Asia including India, Bidding strategies, Forward and Future market; Operation and control: Old vs New, Available Transfer Capability, Congestion management, Ancillary services; Wheeling charges and pricing: Wheeling methodologies, pricing strategies.

• EE 666 SPECIAL TOPICS IN POWER ELECTRONICS

PWM inverters, Multilevel inverters, Neutral point controlled inverters, Soft switching converters: DC-DC resonant link inverters, Hybrid resonant link inverters, Quasi resonant link converters, Switched mode rectifiers, Synchronous link converters.

• EE 662 CONTROL TECHNIQUES IN POWER ELECTRONICS.

State space modeling and simulation of linear systems, Discrete time models, conventional controllers using small signal models, Fuzzy control, Variable, structure control, Hysteresis controllers, Output and state feedback switching controllers.

• EE 665 ADVANCED ELECTRIC DRIVES.

Closed loop control of solid state DC drives, Scalar and vector control of induction motor, Direct torque and flux control of induction motor, Self controlled synchronous motor drive, Vector control of synchronous motor, Switched reluctance motor drive, Brushless DC motor drive, Permanent magnet drives, Industrial drives

• EE 661 POWER ELECTRONICS APPLICATIONS IN POWER SYSTEMS

Basics of flexible AC transmission systems, Controlled rectifier and energy storage plants, Tap changers and phase shifters, Thyristor controlled VAR compensation and series compensation, Modern (synchronous link converter) VAR compensators, Unified power flow controller (UPFC) and Interline power flow controller, Power quality conditioners, Power electronics in power generation.

• EE 630 SIMULATION OF MODERN POWER SYSTEMS

Modern power systems operation and control, Power system deregulation; static and dynamic modeling; Load flow and stability studies; Electromagnetic phenomenon; Insulation and partial discharge.

• EE 634 ELECTRICAL INSULATION IN POWER APPARATUS AND SYSTEMS

Properties of dielectrics and breakdown mechanisms; composites and novel materials; insulators for outdoor applications; Issues in design of insulators and insulator systems; Overvoltages and insulation coordination in transmission networks; Generation and measurement of testing Voltages DC, AC, impulse and pulsed; Testing and Evaluation: Procedures and standards, ageing studies; On- line and off- line condition monitoring of sub-station equipment; Advances in measurement and diagnostic technologies: partial discharge monitoring, space charge charge measurements, dielectric spectroscopy, etc; Lab demonstrations.

• EE 650 BASICS OF MODERN CONTROL SYSTEMS

Advanced protective relaying, basic protection schemes, relay terminology, Vector spaces, Linear systems, similarity transformations, Canonical forms, Controllability, Observability, Realisability etc. Minimal realization, Digital systems, Nonlinear systems, Phase-plane analysis, Poincare theorems, Lyapunov theorem, Circle and Popov criterion; Robust control, Linear Quadratic Regulator (LQR), Linear Quadratic Gaussian (LQG) control, Loop Transfer Recovery (LTR), Hinfinity control.

• EE 658 FUZZY SET, LOGIC & SYSTEMS AND APPLICATIONS

Introduction, Uncertainty, Imprecision and Vagueness, Fuzzy systems, Brief history of Fuzzy logic, Foundation of Fuzzy Theory, Fuzzy Sets and Systems, Fuzzy Systems in Commercial Products, Research Fields in Fuzzy Theory, Classical sets and Fuzzy sets, Classical Relations, Fuzzy relations, Membership Functions, Fuzzy to crisp conversions, Fuzzy arithmetic, Numbers, Vectors and the extension principle, Classical logic and Fuzzy logic, Mathematical background of Fuzzy Systems, Classical (Crisp) vs, Fuzzy sets, Representation of Fuzzy sets, Types of Membership Functions, Basic Concepts (support, singleton, height, a-cut projections), Fuzzy set operations, S-and T- Norms, Properties of Fuzzy sets, Sets as Points in Hypercube, Cartesian Product, Crisp and Fuzzy Relations, Examples, Liguistic variables and hedges, Membership function design. Basic Principles of Inference in Fuzzy Logic, Fuzzy IF-THEN Rules, Canonical Form, Fuzzy Systems and Algorithms, Approximate Reasoning, Forms of Fuzzy Implication, Fuzzy Inference Engines, Graphical Techniques of Inference, Fuzzyifications/ DeFuzzification, Fuzzy System Design and its Elements, Design options. Fuzzy Events, Fuzzy Measures, Possibility Distributions as Fuzzy Sets, Possibility vs, Probability, Fuzzy Systems as Universal Approximators, Additive Fuzzy Systems (standard additive model).

• EE 660 BASICS OF POWER ELECTRONICS CONVERTERS

Power semiconductor devices, BJT, MOSFET, IGBT, GTO and MCT: AC-DC Converters; Forced communication; synchronous link converters, DC-AC converters, buck, boost, buck-boost, cuk, flyback configuration, resonant converters, PWM inverters; active filters.

• EE 664 FUNDAMENTALS OF ELECTRIC DRIVES

Motor load dynamics, starting, braking & speed control of dc and ac motors. DC drives: converter and chopper control. AC Drives: Operation of induction and synchronous motors from voltage and current inverters, slip power recovery, pump drives using ac line controller and self-controlled synchronous motor drives.

• EE 633 ELECTRIC POWER SYSTEM OPERATION AND MANAGEMENT.

Fundamentals of deregulation: Privatization and deregulation, Motivations for Restructuring the Power industry; Restructuring models and Trading Arrangements: Components of restructured systems, Independent System Operator (ISO): Functions and responsibilities, Trading arrangements (Pool, bilateral & multilateral), Open Access Transmission Systems; Different models of deregulation: U K Model, California model, Australian and New Zealand models, Deregulation in Asia including India, Bidding strategies, Forward and Future market; Operation and control: Old vs New, Available Transfer Capability, Congestion management, Ancillary services; Wheeling charges and pricing: Wheeling methodologies, pricing strategies.

• EE 666 SPECIAL TOPICS IN POWER ELECTRONICS

PWM inverters, Multilevel inverters, Neutral point controlled inverters, Soft switching converters: DC-DC resonant link inverters, Hybrid resonant link inverters, Quasi resonant link converters, Switched mode rectifiers, Synchronous link converters.

• EE 662 CONTROL TECHNIQUES IN POWER ELECTRONICS.

State space modeling and simulation of linear systems, Discrete time models, conventional controllers using small signal models, Fuzzy control, Variable, structure control, Hysteresis controllers, Output and state feedback switching controllers.

• EE 665 ADVANCED ELECTRIC DRIVES.

Closed loop control of solid state DC drives, Scalar and vector control of induction motor, Direct torque and flux control of induction motor, Self controlled synchronous motor drive, Vector control of synchronous motor, Switched reluctance motor drive, Brushless DC motor drive, Permanent magnet drives, Industrial drives

• EE 661 POWER ELECTRONICS APPLICATIONS IN POWER SYSTEMS

Basics of flexible AC transmission systems, Controlled rectifier and energy storage plants, Tap changers and phase shifters, Thyristor controlled VAR compensation and series compensation, Modern (synchronous link converter) VAR compensators, Unified power flow controller (UPFC) and Interline power flow controller, Power quality conditioners, Power electronics in power generation. RF And Microwaves Courses • EE 340 ELECTROMAGNETIC THEORY

Basics of Static electric and magnetic fields, Energy in fields, Maxwell’s equations, plane EM waves, Propagation in free space and in matter, Reflection and refraction, Guided EM waves, Transmission lines, Radiation of EM waves.

• EE 416 OPTO-ELECTRONICS

LEDs, semiconductor lasers, modulation of laser sources. Avalanche and PIN photodetectors and their characteristics. Solar cells. Optical fibers and their characteristics. Integrated optics. Fiber optic communication systems, system design consideration..

• EE 441 MICROWAVES

Active devices: LHTs, klystrons, magnetrons, TWTs, BWOs, microwave transistors; point contact, tunnel, PIN, and GUNN diodes; Parametric amplifier masers. Microwave circuits-theory of guiding systems, scattering matrix impedance transformation and matching. Passive devices: ferrites & ferrite devices, microwave cavity.

• EE 442 ANTENNAS AND PROPAGATION

Retarded potential, radiation from current element and dipole, radiation patterns, impedance, reciprocity. Various types of antennas, interferometers and multi-element arrays, Antenna Measurements. Ground wave propagation, terrain and earth curvature effects. Tropospheric propagation; fading, diffraction and scattering; Ionospheric Propagation-refractive index, critical frequencies, effects of magnetic field.

Radar equation, CW and Frequency Modulated Radars, MTI and pulse Doppler radar, MTI delay line cancellors. MTI from moving platform, Tracking radars. Mono-pulse tracking in range/Doppler; Electronic scanning radars, Beam forming and Steering methods, Noise and Clutter; Ambiguity function; Radar signal processing; SAR.

Fundamentals of astronomy, Co-ordinate systems, Structure of the universe, Radio astronomy fundamentals, Electromagnetic wave propagation, Radio telescope Antennas, Reflector Antennas, Antenna arrays, Interferometry and aperture synthesis. Radio astronomy receivers, General principles, low noise amplifiers, digital auto-correlation receivers, Description of radio sources.

• EE 612 FIBER OPTIC SYSTEMS I

Review of semiconductor physics - radiative recombination. LEDs, optical cavity, DH and other lasers. P-I-N and APD detectors, detector noise. Optical fibers - ray and mode theories, multimode and single-mode fibers, attenuation, dispersion. Gaussian beams. Power coupling, splices and connectors.

• EE 640 COMPUTATIONAL ELECTRO-MAGNETICS

Review of complex variables, conformal mappings, matrix calculus; Sturm Liouville equation; Eigenvalue problem; Guiding structures; Scattering media; Green’s function approach; Variational formulation, FEM, Generalized scattering matrix and planar circuit approach.

• EE 641 ADVANCED ENGINEERING ELECTRO MAGNETICS

Transmission line theory; Green’s function and integral transform techniques; Wave propagation and polarization parameters; reflection and transmission across an interface; waveguides, cavity resonators, scattering by cylinders, wedges, spheres etc. Geometric theory of diffraction.

• EE 642 ANTENNA ANALYSIS & SYNTHESIS

Vector potential; antenna theorems and definitions; dipole, loop, slot radiators; aperture antennas; array theorems; pattern synthesis; self and mutual impedances; scanning antennas; signal processing antennas, travelling wave antennas; antenna measurements.

• EE 643 SMART ANTENNAS FOR MOBILE COMMUNICATIONS

Statistical signal processing concepts, Basics of mobile wireless communications. Radio-frequency signal modeling and channel characterization. Smart antennas and generalized array signal processing. Source localization problem. Joint angle and delay estimation. Smart antenna array configurations. Mobile communication systems with smart antennas.

• EE 645 MONOLITHIC MICROWAVE ICS

Scattering parameters of n-ports, Conductor and dielectric losses in planar transmission lines, coupled lines, multi-conductor lines, discontinuities, GaAs MESFET fabrication devices, High electron mobility transistor, Heterojunction bipolar transistor fabrication and modeling, NMIC technology and design.

• EE 646 PHOTONIC NETWORKS AND SWITCHING

Optical communications: Introduction to basic optical communications and devices. Optical multiplexing techniques - Wavelength division multiplexing, Optical frequency division multiplexing, time division multiplexing, code division multiplexing. Optical Networks: Conventional optical networks, SONET / SDH, FDDI, IEEE 802.3, DQDB, FCS, HIPPI etc. Multiple access optical networks, Topologies, Single channel networks, Multichannel networks, FTFR, FTTR, TTFR and TTTR, Single hop networks, Multihop networks, Multiaccess protocols for WDM networks, Switched optical networks. Optical amplification in all-optical networks. All-optical subscriber access networks. Design issues. Optical switching: Motivation, Spatial light modulator, Relational and non-relational switching devices, Fundamental limits on optical switching elements, Switching architectures, Free-space optical switching. Wavelength routed networks and other special topics. Soliton based networks, Optical networks management issues.

• EE 647 MICROWAVE MEASUREMENTS AND DESIGN

Experiments in basic microwave measurements; passive and active circuit characterization using network analyzer, spectrum analyzer and noise figure meter; PC based automated microwave measurements; integration of measurement and design of microwave circuits.

• EE 648 MICROWAVE CIRCUITS

Transmission lines for microwave circuits; waveguides, stripline, microstrip, slot line; microwave circuit design principles; passive circuits; impedance transformers, filters, hybrids, isolators etc., active circuits using semiconductor devices and tubes, detection and measurement of microwave signals.

• EE 649 THE FINITE ELEMENT METHOD FOR ELECTRIC AND MAGNETIC FIELDS

Introduction: Review of Electromagnetic Theory. Introduction to the Finite Element Method using electrostatic fields: Galerkin‘s method of weighted residuals, Minimum energy principle, Calculation of capacitance, electric field, electric forces from the potential solutions. Finite Element Concepts: Pre- processing, shape functions, isoparametric elements, meshing, solvers, post- processing. finite Element Modeling: Conductive media, steady currents; Magnetostatic fields, permanent Magnest, scalar and vector potentials; Electromagnetic fields. eddy current problems, modeling of moving parts; modeling of electrical circuits. Laboratory: Matlab and Femlab simulation

• EE 673 DIGITAL COMMUNICATION NETWORKS

OSI model, queueing theory, physical layer, error detection and correction, data link layer, ARQ strategies, framing, media access layer, modeling and analysis of important media access control protocols, FDDI and DQDB MAC protocols for LANs and MANs, network layer, flow control & routing, TCP/IP protocols, ATM.

• EE 641 ADVANCED ENGINEERING ELECTRO MAGNETICS

Transmission line theory; Green’s function and integral transform techniques; Wave propagation and polarization parameters; reflection and transmission across an interface; waveguides, cavity resonators, scattering by cylinders, wedges, spheres etc. Geometric theory of diffraction.

• EE 645 MONOLITHIC MICROWAVE ICS

Scattering parameters of n-ports, Conductor and dielectric losses in planar transmission lines, coupled lines, multi-conductor lines, discontinuities, GaAs MESFET fabrication devices, High electron mobility transistor, Heterojunction bipolar transistor fabrication and modeling, NMIC technology and design.

• EE 646 PHOTONIC NETWORKS AND SWITCHING

Optical communications: Introduction to basic optical communications and devices. Optical multiplexing techniques - Wavelength division multiplexing, Optical frequency division multiplexing, time division multiplexing, code division multiplexing. Optical Networks: Conventional optical networks, SONET / SDH, FDDI, IEEE 802.3, DQDB, FCS, HIPPI etc. Multiple access optical networks, Topologies, Single channel networks, Multichannel networks, FTFR, FTTR, TTFR and TTTR, Single hop networks, Multihop networks, Multiaccess protocols for WDM networks, Switched optical networks. Optical amplification in all-optical networks. All-optical subscriber access networks. Design issues. Optical switching: Motivation, Spatial light modulator, Relational and non-relational switching devices, Fundamental limits on optical switching elements, Switching architectures, Free-space optical switching. Wavelength routed networks and other special topics. Soliton based networks, Optical networks management issues.

• EE 647 MICROWAVE MEASUREMENTS AND DESIGN

Experiments in basic microwave measurements; passive and active circuit characterization using network analyzer, spectrum analyzer and noise figure meter; PC based automated microwave measurements; integration of measurement and design of microwave circuits.

• EE 642 ANTENNA ANALYSIS & SYNTHESIS

Vector potential; antenna theorems and definitions; dipole, loop, slot radiators; aperture antennas; array theorems; pattern synthesis; self and mutual impedances; scanning antennas; signal processing antennas, travelling wave antennas; antenna measurements.

• EE 648 MICROWAVE CIRCUITS

Transmission lines for microwave circuits; waveguides, stripline, microstrip, slot line; microwave circuit design principles; passive circuits; impedance transformers, filters, hybrids, isolators etc., active circuits using semiconductor devices and tubes, detection and measurement of microwave signals.

• EE 649 THE FINITE ELEMENT METHOD FOR ELECTRIC AND MAGNETIC FIELDS

Introduction: Review of Electromagnetic Theory. Introduction to the Finite Element Method using electrostatic fields: Galerkin‘s method of weighted residuals, Minimum energy principle, Calculation of capacitance, electric field, electric forces from the potential solutions. Finite Element Concepts: Pre- processing, shape functions, isoparametric elements, meshing, solvers, post- processing. finite Element Modeling: Conductive media, steady currents; Magnetostatic fields, permanent Magnest, scalar and vector potentials; Electromagnetic fields. eddy current problems, modeling of moving parts; modeling of electrical circuits. Laboratory: Matlab and Femlab simulation.

• EE 641 ADVANCED ENGINEERING ELECTRO MAGNETICS

Transmission line theory; Green’s function and integral transform techniques; Wave propagation and polarization parameters; reflection and transmission across an interface; waveguides, cavity resonators, scattering by cylinders, wedges, spheres etc. Geometric theory of diffraction.

• EE 645 MONOLITHIC MICROWAVE ICS

Scattering parameters of n-ports, Conductor and dielectric losses in planar transmission lines, coupled lines, multi-conductor lines, discontinuities, GaAs MESFET fabrication devices, High electron mobility transistor, Heterojunction bipolar transistor fabrication and modeling, NMIC technology and design.

• EE 647 MICROWAVE MEASUREMENTS AND DESIGN

Experiments in basic microwave measurements; passive and active circuit characterization using network analyzer, spectrum analyzer and noise figure meter; PC based automated microwave measurements; integration of measurement and design of microwave circuits.

• EE 640 COMPUTATIONAL ELECTRO-MAGNETICS

Review of complex variables, conformal mappings, matrix calculus; Sturm Liouville equation; Eigenvalue problem; Guiding structures; Scattering media; Green’s function approach; Variational formulation, FEM, Generalized scattering matrix and planar circuit approach.

• EE 642 ANTENNA ANALYSIS & SYNTHESIS

Vector potential; antenna theorems and definitions; dipole, loop, slot radiators; aperture antennas; array theorems; pattern synthesis; self and mutual impedances; scanning antennas; signal processing antennas, travelling wave antennas; antenna measurements.

• EE 643 SMART ANTENNAS FOR MOBILE COMMUNICATIONS

Statistical signal processing concepts, Basics of mobile wireless communications. Radio-frequency signal modeling and channel characterization. Smart antennas and generalized array signal processing. Source localization problem. Joint angle and delay estimation. Smart antenna array configurations. Mobile communication systems with smart antennas.

• EE 646 PHOTONIC NETWORKS AND SWITCHING

Optical communications: Introduction to basic optical communications and devices. Optical multiplexing techniques - Wavelength division multiplexing, Optical frequency division multiplexing, time division multiplexing, code division multiplexing. Optical Networks: Conventional optical networks, SONET / SDH, FDDI, IEEE 802.3, DQDB, FCS, HIPPI etc. Multiple access optical networks, Topologies, Single channel networks, Multichannel networks, FTFR, FTTR, TTFR and TTTR, Single hop networks, Multihop networks, Multiaccess protocols for WDM networks, Switched optical networks. Optical amplification in all-optical networks. All-optical subscriber access networks. Design issues. Optical switching: Motivation, Spatial light modulator, Relational and non-relational switching devices, Fundamental limits on optical switching elements, Switching architectures, Free-space optical switching. Wavelength routed networks and other special topics. Soliton based networks, Optical networks management issues.

• EE 648 MICROWAVE CIRCUITS

Transmission lines for microwave circuits; waveguides, stripline, microstrip, slot line; microwave circuit design principles; passive circuits; impedance transformers, filters, hybrids, isolators etc., active circuits using semiconductor devices and tubes, detection and measurement of microwave signals.

• EE 649 THE FINITE ELEMENT METHOD FOR ELECTRIC AND MAGNETIC FIELDS

Introduction: Review of Electromagnetic Theory. Introduction to the Finite Element Method using electrostatic fields: Galerkin‘s method of weighted residuals, Minimum energy principle, Calculation of capacitance, electric field, electric forces from the potential solutions. Finite Element Concepts: Pre- processing, shape functions, isoparametric elements, meshing, solvers, post- processing. finite Element Modeling: Conductive media, steady currents; Magnetostatic fields, permanent Magnest, scalar and vector potentials; Electromagnetic fields. eddy current problems, modeling of moving parts; modeling of electrical circuits. Laboratory: Matlab and Femlab simulation

• EE 641 ADVANCED ENGINEERING ELECTRO MAGNETICS

Transmission line theory; Green’s function and integral transform techniques; Wave propagation and polarization parameters; reflection and transmission across an interface; waveguides, cavity resonators, scattering by cylinders, wedges, spheres etc. Geometric theory of diffraction.

• EE 645 MONOLITHIC MICROWAVE ICS

Scattering parameters of n-ports, Conductor and dielectric losses in planar transmission lines, coupled lines, multi-conductor lines, discontinuities, GaAs MESFET fabrication devices, High electron mobility transistor, Heterojunction bipolar transistor fabrication and modeling, NMIC technology and design.

• EE 647 MICROWAVE MEASUREMENTS AND DESIGN

Experiments in basic microwave measurements; passive and active circuit characterization using network analyzer, spectrum analyzer and noise figure meter; PC based automated microwave measurements; integration of measurement and design of microwave circuits.

• EE 642 ANTENNA ANALYSIS & SYNTHESIS

Vector potential; antenna theorems and definitions; dipole, loop, slot radiators; aperture antennas; array theorems; pattern synthesis; self and mutual impedances; scanning antennas; signal processing antennas, travelling wave antennas; antenna measurements.

• EE 643 SMART ANTENNAS FOR MOBILE COMMUNICATIONS

Statistical signal processing concepts, Basics of mobile wireless communications. Radio-frequency signal modeling and channel characterization. Smart antennas and generalized array signal processing. Source localization problem. Joint angle and delay estimation. Smart antenna array configurations. Mobile communication systems with smart antennas.

• EE 646 PHOTONIC NETWORKS AND SWITCHING

Optical communications: Introduction to basic optical communications and devices. Optical multiplexing techniques - Wavelength division multiplexing, Optical frequency division multiplexing, time division multiplexing, code division multiplexing. Optical Networks: Conventional optical networks, SONET / SDH, FDDI, IEEE 802.3, DQDB, FCS, HIPPI etc. Multiple access optical networks, Topologies, Single channel networks, Multichannel networks, FTFR, FTTR, TTFR and TTTR, Single hop networks, Multihop networks, Multiaccess protocols for WDM networks, Switched optical networks. Optical amplification in all-optical networks. All-optical subscriber access networks. Design issues. Optical switching: Motivation, Spatial light modulator, Relational and non-relational switching devices, Fundamental limits on optical switching elements, Switching architectures, Free-space optical switching. Wavelength routed networks and other special topics. Soliton based networks, Optical networks management issues.

• EE 648 MICROWAVE CIRCUITS

Transmission lines for microwave circuits; waveguides, stripline, microstrip, slot line; microwave circuit design principles; passive circuits; impedance transformers, filters, hybrids, isolators etc., active circuits using semiconductor devices and tubes, detection and measurement of microwave signals.

• EE 649 THE FINITE ELEMENT METHOD FOR ELECTRIC AND MAGNETIC FIELDS

Introduction: Review of Electromagnetic Theory. Introduction to the Finite Element Method using electrostatic fields: Galerkin‘s method of weighted residuals, Minimum energy principle, Calculation of capacitance, electric field, electric forces from the potential solutions. Finite Element Concepts: Pre- processing, shape functions, isoparametric elements, meshing, solvers, post- processing. finite Element Modeling: Conductive media, steady currents; Magnetostatic fields, permanent Magnest, scalar and vector potentials; Electromagnetic fields. eddy current problems, modeling of moving parts; modeling of electrical circuits. Laboratory: Matlab and Femlab simulation

• EE 612 FIBER OPTIC SYSTEMS I

Review of semiconductor physics - radiative recombination. LEDs, optical cavity, DH and other lasers. P-I-N and APD detectors, detector noise. Optical fibers - ray and mode theories, multimode and single-mode fibers, attenuation, dispersion. Gaussian beams. Power coupling, splices and connectors.

• EE 641 ADVANCED ENGINEERING ELECTRO MAGNETICS

Transmission line theory; Green’s function and integral transform techniques; Wave propagation and polarization parameters; reflection and transmission across an interface; waveguides, cavity resonators, scattering by cylinders, wedges, spheres etc. Geometric theory of diffraction.

• EE 647 MICROWAVE MEASUREMENTS AND DESIGN

Experiments in basic microwave measurements; passive and active circuit characterization using network analyzer, spectrum analyzer and noise figure meter; PC based automated microwave measurements; integration of measurement and design of microwave circuits.

• EE 673 DIGITAL COMMUNICATION NETWORKS

OSI model, queueing theory, physical layer, error detection and correction, data link layer, ARQ strategies, framing, media access layer, modeling and analysis of important media access control protocols, FDDI and DQDB MAC protocols for LANs and MANs, network layer, flow control & routing, TCP/IP protocols, ATM.

• EE 642 ANTENNA ANALYSIS & SYNTHESIS

Vector potential; antenna theorems and definitions; dipole, loop, slot radiators; aperture antennas; array theorems; pattern synthesis; self and mutual impedances; scanning antennas; signal processing antennas, travelling wave antennas; antenna measurements.

• EE 640 COMPUTATIONAL ELECTRO-MAGNETICS

Review of complex variables, conformal mappings, matrix calculus; Sturm Liouville equation; Eigenvalue problem; Guiding structures; Scattering media; Green’s function approach; Variational formulation, FEM, Generalized scattering matrix and planar circuit approach.

• EE 648 MICROWAVE CIRCUITS

Transmission lines for microwave circuits; waveguides, stripline, microstrip, slot line; microwave circuit design principles; passive circuits; impedance transformers, filters, hybrids, isolators etc., active circuits using semiconductor devices and tubes, detection and measurement of microwave signals.

• EE 649 THE FINITE ELEMENT METHOD FOR ELECTRIC AND MAGNETIC FIELDS

Introduction: Review of Electromagnetic Theory. Introduction to the Finite Element Method using electrostatic fields: Galerkin‘s method of weighted residuals, Minimum energy principle, Calculation of capacitance, electric field, electric forces from the potential solutions. Finite Element Concepts: Pre- processing, shape functions, isoparametric elements, meshing, solvers, post- processing. finite Element Modeling: Conductive media, steady currents; Magnetostatic fields, permanent Magnest, scalar and vector potentials; Electromagnetic fields. eddy current problems, modeling of moving parts; modeling of electrical circuits. Laboratory: Matlab and Femlab simulation

• EE 612 FIBER OPTIC SYSTEMS I

Review of semiconductor physics - radiative recombination. LEDs, optical cavity, DH and other lasers. P-I-N and APD detectors, detector noise. Optical fibers - ray and mode theories, multimode and single-mode fibers, attenuation, dispersion. Gaussian beams. Power coupling, splices and connectors.

• EE 641 ADVANCED ENGINEERING ELECTRO MAGNETICS

Transmission line theory; Green’s function and integral transform techniques; Wave propagation and polarization parameters; reflection and transmission across an interface; waveguides, cavity resonators, scattering by cylinders, wedges, spheres etc. Geometric theory of diffraction.

• EE 647 MICROWAVE MEASUREMENTS AND DESIGN

Experiments in basic microwave measurements; passive and active circuit characterization using network analyzer, spectrum analyzer and noise figure meter; PC based automated microwave measurements; integration of measurement and design of microwave circuits.

• EE 645 MONOLITHIC MICROWAVE ICS

Scattering parameters of n-ports, Conductor and dielectric losses in planar transmission lines, coupled lines, multi-conductor lines, discontinuities, GaAs MESFET fabrication devices, High electron mobility transistor, Heterojunction bipolar transistor fabrication and modeling, NMIC technology and design.

• EE 646 PHOTONIC NETWORKS AND SWITCHING

Optical communications: Introduction to basic optical communications and devices. Optical multiplexing techniques - Wavelength division multiplexing, Optical frequency division multiplexing, time division multiplexing, code division multiplexing. Optical Networks: Conventional optical networks, SONET / SDH, FDDI, IEEE 802.3, DQDB, FCS, HIPPI etc. Multiple access optical networks, Topologies, Single channel networks, Multichannel networks, FTFR, FTTR, TTFR and TTTR, Single hop networks, Multihop networks, Multiaccess protocols for WDM networks, Switched optical networks. Optical amplification in all-optical networks. All-optical subscriber access networks. Design issues. Optical switching: Motivation, Spatial light modulator, Relational and non-relational switching devices, Fundamental limits on optical switching elements, Switching architectures, Free-space optical switching. Wavelength routed networks and other special topics. Soliton based networks, Optical networks management issues.

• EE 642 ANTENNA ANALYSIS & SYNTHESIS

Vector potential; antenna theorems and definitions; dipole, loop, slot radiators; aperture antennas; array theorems; pattern synthesis; self and mutual impedances; scanning antennas; signal processing antennas, travelling wave antennas; antenna measurements.

• EE 640 COMPUTATIONAL ELECTRO-MAGNETICS

Review of complex variables, conformal mappings, matrix calculus; Sturm Liouville equation; Eigenvalue problem; Guiding structures; Scattering media; Green’s function approach; Variational formulation, FEM, Generalized scattering matrix and planar circuit approach.

• EE 648 MICROWAVE CIRCUITS

Transmission lines for microwave circuits; waveguides, stripline, microstrip, slot line; microwave circuit design principles; passive circuits; impedance transformers, filters, hybrids, isolators etc., active circuits using semiconductor devices and tubes, detection and measurement of microwave signals.

• EE 649 THE FINITE ELEMENT METHOD FOR ELECTRIC AND MAGNETIC FIELDS

Introduction: Review of Electromagnetic Theory. Introduction to the Finite Element Method using electrostatic fields: Galerkin‘s method of weighted residuals, Minimum energy principle, Calculation of capacitance, electric field, electric forces from the potential solutions. Finite Element Concepts: Pre- processing, shape functions, isoparametric elements, meshing, solvers, post- processing. finite Element Modeling: Conductive media, steady currents; Magnetostatic fields, permanent Magnest, scalar and vector potentials; Electromagnetic fields. eddy current problems, modeling of moving parts; modeling of electrical circuits. Laboratory: Matlab and Femlab simulation

• EE 612 FIBER OPTIC SYSTEMS I

Review of semiconductor physics - radiative recombination. LEDs, optical cavity, DH and other lasers. P-I-N and APD detectors, detector noise. Optical fibers - ray and mode theories, multimode and single-mode fibers, attenuation, dispersion. Gaussian beams. Power coupling, splices and connectors.

• EE 641 ADVANCED ENGINEERING ELECTRO MAGNETICS

Transmission line theory; Green’s function and integral transform techniques; Wave propagation and polarization parameters; reflection and transmission across an interface; waveguides, cavity resonators, scattering by cylinders, wedges, spheres etc. Geometric theory of diffraction.

• EE 647 MICROWAVE MEASUREMENTS AND DESIGN

Experiments in basic microwave measurements; passive and active circuit characterization using network analyzer, spectrum analyzer and noise figure meter; PC based automated microwave measurements; integration of measurement and design of microwave circuits.

• EE 645 MONOLITHIC MICROWAVE ICS

Scattering parameters of n-ports, Conductor and dielectric losses in planar transmission lines, coupled lines, multi-conductor lines, discontinuities, GaAs MESFET fabrication devices, High electron mobility transistor, Heterojunction bipolar transistor fabrication and modeling, NMIC technology and design.

• EE 646 PHOTONIC NETWORKS AND SWITCHING

Optical communications: Introduction to basic optical communications and devices. Optical multiplexing techniques - Wavelength division multiplexing, Optical frequency division multiplexing, time division multiplexing, code division multiplexing. Optical Networks: Conventional optical networks, SONET / SDH, FDDI, IEEE 802.3, DQDB, FCS, HIPPI etc. Multiple access optical networks, Topologies, Single channel networks, Multichannel networks, FTFR, FTTR, TTFR and TTTR, Single hop networks, Multihop networks, Multiaccess protocols for WDM networks, Switched optical networks. Optical amplification in all-optical networks. All-optical subscriber access networks. Design issues. Optical switching: Motivation, Spatial light modulator, Relational and non-relational switching devices, Fundamental limits on optical switching elements, Switching architectures, Free-space optical switching. Wavelength routed networks and other special topics. Soliton based networks, Optical networks management issues.

• EE 642 ANTENNA ANALYSIS & SYNTHESIS

Vector potential; antenna theorems and definitions; dipole, loop, slot radiators; aperture antennas; array theorems; pattern synthesis; self and mutual impedances; scanning antennas; signal processing antennas, travelling wave antennas; antenna measurements.

• EE 640 COMPUTATIONAL ELECTRO-MAGNETICS

Review of complex variables, conformal mappings, matrix calculus; Sturm Liouville equation; Eigenvalue problem; Guiding structures; Scattering media; Green’s function approach; Variational formulation, FEM, Generalized scattering matrix and planar circuit approach.

• EE 648 MICROWAVE CIRCUITS

Transmission lines for microwave circuits; waveguides, stripline, microstrip, slot line; microwave circuit design principles; passive circuits; impedance transformers, filters, hybrids, isolators etc., active circuits using semiconductor devices and tubes, detection and measurement of microwave signals.

• EE 649 THE FINITE ELEMENT METHOD FOR ELECTRIC AND MAGNETIC FIELDS

Introduction: Review of Electromagnetic Theory. Introduction to the Finite Element Method using electrostatic fields: Galerkin‘s method of weighted residuals, Minimum energy principle, Calculation of capacitance, electric field, electric forces from the potential solutions. Finite Element Concepts: Pre- processing, shape functions, isoparametric elements, meshing, solvers, post- processing. finite Element Modeling: Conductive media, steady currents; Magnetostatic fields, permanent Magnest, scalar and vector potentials; Electromagnetic fields. eddy current problems, modeling of moving parts; modeling of electrical circuits. Laboratory: Matlab and Femlab simulation Photonics Courses • EE 612 FIBER OPTIC SYSTEMS I

Review of semiconductor physics - radiative recombination. LEDs, optical cavity, DH and other lasers. P-I-N and APD detectors, detector noise. Optical fibers - ray and mode theories, multimode and single-mode fibers, attenuation, dispersion. Gaussian beams. Power coupling, splices and connectors.

• EE 629 DIGITAL SWITCHING

Network Architecture; time division multiplexing; digital switching; space & time division switching, cross point and memory requirements; blocking probabilities. traffic Analysis, models for circuit and packet switched systems, performance comparison; ISDN.

• EE698E QUANTUM AND WAVE PHENOMENA WITH ELECTRICAL APPLICATION Microelectronics and VLSI Courses • EE 210 MICROELECTRONICS - I

I-V characteristics of BJTs and MOSFETs, Basic amplifier configurations, Current sources and active loads, output stages, Op-amps, Feedback amplifiers, Stability and compensation, Noise in Electronic circuits, Signal processing: D/A and A/ D converters, Non-linear electronic circuits.

• EE 311 MICROELECTRONICS - II

Basics of semiconductor physics, p-n junction diodes, Metal-semiconductor contacts, BJTs, MOS capacitors, MOSFETs, optoelectronic devices, Advanced semiconductor devices: MESFETs, HBTs, HEMTs, MODFETs.

• EE 413 SEMICONDUCTOR DEVICES TECHNOLOGY

Semiconductor materials, Ultraclean technology, Single crystal growth, Thermal oxidation of silicon, Solid state diffusion, Ion implantation, Vacuum technology, Physical and chemical vapor deposition techniques, Wet and dry etching, Lithography techniques, VLSI/ULSI process integration, Fault diagnosis and characterization techniques.

• EE 414 LOW NOISE AMPLIFIERS

Noise and its characterization, Noise figure calculations, Noise in semiconductors, P-N junction, Metal semiconductor junctions, Tunnelling: Varactors and their application as parametric amplifiers and multipliers. Tunnel diode amplifiers, Schottky diode Mixers, Masers, Design aspects of low noise amplifiers and mixers.

• EE 415 LINEAR INTEGRATED CIRCUIT DESIGN

Bipolar and MOS technology. Voltage regulators. Analog delay lines. IC transducers. Analog switches, S/H circuits. Noise in ICs, Special function ICs. Switched capacitor circuits. Opto-electronic ICs and systems. MOS analog circuits-building blocks, subcircuits, opamps. BiCMOS circuit design. Low power/voltage circuit design. Mixed signal design issues.

• EE 416 OPTO-ELECTRONICS

Photodetectors and their characteristics. Solar cells. Optical fibers and their characteristics. Integrated optics. Fiber optic communication systems, system design consideration.

• EE 417 INTRODUCTION TO VLSI DESIGN

Sequential logic design; verification and testing; arithmetic blocks, memory; architecture design; floor planning; design methodologies; example of a chip design; analysis and synthesis algorithms including circuit, switch and logic simulation, logic synthesis, layout synthesis and test generation; packaging.

• EE 610 ANALOG/DIGITAL VLSI CIRCUITS

Compensation. Analog switches, sample-and-hold circuits, switched-capacitor circuits. MOS inverters and gate circuits, interfacing, transmission gates. MOS memory circuits. Digital building blocks - multiplexers, decoders, shift registers, etc. Gate array, standard cell, and PLA based designs. Digital -to-Analog and Analog-to-Digital converters.

• EE 611 FLUCTUATION PHENOMENA IN MICROELECTRONICS

Stochastic variables of interest in physical electronics (e.g. carrier concentration, potential, barrier heights, mobility, diffusion constant, G-R time, avalanche coefficients etc.). Thermodynamic considerations. Manifestation of stochastic processes in physical electronics. Instrumentation.

• EE 614 SOLID STATE DEVICES I

Basic semiconductor physics. Diodes (P-N junction, Schottky, contact), Junction Transistors (BJT, HBT), Field Effect Transistors (JEFT, MESFET, MOSFET, HEMT). Other semiconductor devices.

• EE 615 HIGH FREQUENCY SEMICONDUCTOR DEVICES AND CIRCUITS

Review of Semiconductor properties - Crystal structure of semiconductors, band theory, occupation statistics, electrical properties, optical properties, recombination kinetics, avalanche process in semiconductors, photon statistics; MESFETs; Transport in low dimensional structures: HEMTs: Hetrojunction BJTs; Design of high frequency amplifiers and oscillators, Resonant tunneling structures, RTD oscillators; Intervalley scattering, Gunn diodes, IMPATT diodes; TRAPATTs; Mixer diodes; Step recovery diodes; Introduction to epitaxial growth for these structures; elements of device fabrication.

• EE 616 SEMICONDUCTOR DEVICE MODELING

Models for metal-semiconductor contacts and heterojunctions. MOSFET - quantum theory of 2DEG, gradual channel approximation, charge control models, BSIM model, second-order effects. MESFET-Shockley, velocity saturation and universal models. HEFT - Basic and universal models. SPICE and small-signal models.

• EE 618 INTEGRATED CIRCUIT TECHNOLOGY

IC components - their characterization and design. Analysis and design of basic logic circuits. Linear ICs. Large Scale Integration. Computer simulation of ICs and layout design. High Voltage ICs. GaAs MESFET and GaAs ICs. Failure, reliability and yield of ICs. Fault modeling and testing.

• EE 619 VLSI SYSTEM DESIGN

Emphasis on the synthesis based approach to VLSI Design. Relevant issues related to physical design automation such as placement, floor planning, routing and compaction are covered. Combinational & sequential logic synthesis issues and algotithms are discussed. Detailed coverage of HDLs and high level synthesis algorithms and issues.

• EE 610 ANALOG/DIGITAL VLSI CIRCUITS

Compensation. Analog switches, sample-and-hold circuits, switched-capacitor circuits. MOS inverters and gate circuits, interfacing, transmission gates. MOS memory circuits. Digital building blocks - multiplexers, decoders, shift registers, etc. Gate array, standard cell, and PLA based designs. Digital -to-Analog and Analog-to-Digital converters.

• EE 614 SOLID STATE DEVICES I

Basic semiconductor physics. Diodes (P-N junction, Schottky, contact), Junction Transistors (BJT, HBT), Field Effect Transistors (JEFT, MESFET, MOSFET, HEMT). Other semiconductor devices.

• EE 611 FLUCTUATION PHENOMENA IN MICROELECTRONICS

Stochastic variables of interest in physical electronics (e.g. carrier concentration, potential, barrier heights, mobility, diffusion constant, G-R time, avalanche coefficients etc.). Thermodynamic considerations. Manifestation of stochastic processes in physical electronics. Instrumentation.

• EE 616 SEMICONDUCTOR DEVICE MODELING

Models for metal-semiconductor contacts and heterojunctions. MOSFET - quantum theory of 2DEG, gradual channel approximation, charge control models, BSIM model, second-order effects. MESFET-Shockley, velocity saturation and universal models. HEFT - Basic and universal models. SPICE and small-signal models.

• EE 618 INTEGRATED CIRCUIT TECHNOLOGY

IC components - their characterization and design. Analysis and design of basic logic circuits. Linear ICs. Large Scale Integration. Computer simulation of ICs and layout design. High Voltage ICs. GaAs MESFET and GaAs ICs. Failure, reliability and yield of ICs. Fault modeling and testing.

• EE 619 VLSI SYSTEM DESIGN

Emphasis on the synthesis based approach to VLSI Design. Relevant issues related to physical design automation such as placement, floor planning, routing and compaction are covered. Combinational & sequential logic synthesis issues and algorithms are discussed. Detailed coverage of HDLs and high level synthesis algorithms and issues.

• EE 610 ANALOG/DIGITAL VLSI CIRCUITS

Compensation. Analog switches, sample-and-hold circuits, switched-capacitor circuits. MOS inverters and gate circuits, interfacing, transmission gates. MOS memory circuits. Digital building blocks - multiplexers, decoders, shift registers, etc. Gate array, standard cell, and PLA based designs. Digital -to-Analog and Analog-to-Digital converters.

• EE 614 SOLID STATE DEVICES I

Basic semiconductor physics. Diodes (P-N junction, Schottky, contact), Junction Transistors (BJT, HBT), Field Effect Transistors (JEFT, MESFET, MOSFET, HEMT). Other semiconductor devices.

• EE 616 SEMICONDUCTOR DEVICE MODELING

Models for metal-semiconductor contacts and heterojunctions. MOSFET - quantum theory of 2DEG, gradual channel approximation, charge control models, BSIM model, second-order effects. MESFET-Shockley, velocity saturation and universal models. HEFT - Basic and universal models. SPICE and small-signal models.

• EE 611 FLUCTUATION PHENOMENA IN MICROELECTRONICS

Stochastic variables of interest in physical electronics (e.g. carrier concentration, potential, barrier heights, mobility, diffusion constant, G-R time, avalanche coefficients etc.). Thermodynamic considerations. Manifestation of stochastic processes in physical electronics. Instrumentation.

• EE 618 INTEGRATED CIRCUIT TECHNOLOGY

IC components - their characterization and design. Analysis and design of basic logic circuits. Linear ICs. Large Scale Integration. Computer simulation of ICs and layout design. High Voltage ICs. GaAs MESFET and GaAs ICs. Failure, reliability and yield of ICs. Fault modeling and testing.

• EE 619 VLSI SYSTEM DESIGN

Emphasis on the synthesis based approach to VLSI Design. Relevant issues related to physical design automation such as placement, floor planning, routing and compaction are covered. Combinational & sequential logic synthesis issues and algorithms are discussed. Detailed coverage of HDLs and high level synthesis algorithms and issues.

• EE 610 ANALOG/DIGITAL VLSI CIRCUITS

Compensation. Analog switches, sample-and-hold circuits, switched-capacitor circuits. MOS inverters and gate circuits, interfacing, transmission gates. MOS memory circuits. Digital building blocks - multiplexers, decoders, shift registers, etc. Gate array, standard cell, and PLA based designs. Digital -to-Analog and Analog-to-Digital converters.

• EE 614 SOLID STATE DEVICES I

Basic semiconductor physics. Diodes (P-N junction, Schottky, contact), Junction Transistors (BJT, HBT), Field Effect Transistors (JEFT, MESFET, MOSFET, HEMT). Other semiconductor devices.

• EE 616 SEMICONDUCTOR DEVICE MODELING

Models for metal-semiconductor contacts and heterojunctions. MOSFET - quantum theory of 2DEG, gradual channel approximation, charge control models, BSIM model, second-order effects. MESFET-Shockley, velocity saturation and universal models. HEFT - Basic and universal models. SPICE and small-signal models.

• EE 611 FLUCTUATION PHENOMENA IN MICROELECTRONICS

Stochastic variables of interest in physical electronics (e.g. carrier concentration, potential, barrier heights, mobility, diffusion constant, G-R time, avalanche coefficients etc.). Thermodynamic considerations. Manifestation of stochastic processes in physical electronics. Instrumentation.

• EE 618 INTEGRATED CIRCUIT TECHNOLOGY

IC components - their characterization and design. Analysis and design of basic logic circuits. Linear ICs. Large Scale Integration. Computer simulation of ICs and layout design. High Voltage ICs. GaAs MESFET and GaAs ICs. Failure, reliability and yield of ICs. Fault modeling and testing.

• EE 619 VLSI SYSTEM DESIGN

Emphasis on the synthesis based approach to VLSI Design. Relevant issues related to physical design automation such as placement, floor planning, routing and compaction are covered. Combinational & sequential logic synthesis issues and algorithms are discussed. Detailed coverage of HDLs and high level synthesis algorithms and issues.

• EE 610 ANALOG/DIGITAL VLSI CIRCUITS

Compensation. Analog switches, sample-and-hold circuits, switched-capacitor circuits. MOS inverters and gate circuits, interfacing, transmission gates. MOS memory circuits. Digital building blocks - multiplexers, decoders, shift registers, etc. Gate array, standard cell, and PLA based designs. Digital -to-Analog and Analog-to-Digital converters.

• EE 614 SOLID STATE DEVICES I

Basic semiconductor physics. Diodes (P-N junction, Schottky, contact), Junction Transistors (BJT, HBT), Field Effect Transistors (JEFT, MESFET, MOSFET, HEMT). Other semiconductor devices.

• EE 616 SEMICONDUCTOR DEVICE MODELING

Models for metal-semiconductor contacts and heterojunctions. MOSFET - quantum theory of 2DEG, gradual channel approximation, charge control models, BSIM model, second-order effects. MESFET-Shockley, velocity saturation and universal models. HEFT - Basic and universal models. SPICE and small-signal models.

• EE 611 FLUCTUATION PHENOMENA IN MICROELECTRONICS

Stochastic variables of interest in physical electronics (e.g. carrier concentration, potential, barrier heights, mobility, diffusion constant, G-R time, avalanche coefficients etc.). Thermodynamic considerations. Manifestation of stochastic processes in physical electronics. Instrumentation.

• EE 618 INTEGRATED CIRCUIT TECHNOLOGY

IC components - their characterization and design. Analysis and design of basic logic circuits. Linear ICs. Large Scale Integration. Computer simulation of ICs and layout design. High Voltage ICs. GaAs MESFET and GaAs ICs. Failure, reliability and yield of ICs. Fault modeling and testing.

• EE 619 VLSI SYSTEM DESIGN

Emphasis on the synthesis based approach to VLSI Design. Relevant issues related to physical design automation such as placement, floor planning, routing and compaction are covered. Combinational & sequential logic synthesis issues and algorithms are discussed. Detailed coverage of HDLs and high level synthesis algorithms and issues.

• EE 614 SOLID STATE DEVICES I

Basic semiconductor physics. Diodes (P-N junction, Schottky, contact), Junction Transistors (BJT, HBT), Field Effect Transistors (JEFT, MESFET, MOSFET, HEMT). Other semiconductor devices.

• EE 618 INTEGRATED CIRCUIT FABRICATION TECHNOLOGY

IC components - their characterization and design. Analysis and design of basic logic circuits. Linear ICs. Large Scale Integration. Computer simulation of ICs and layout design. High Voltage ICs. GaAs MESFET and GaAs ICs. Failure, reliability and yield of ICs. Fault modelling and testing.

• EE 610 ANALOG/DIGITAL VLSI CIRCUITS

Compensation. Analog switches, sample-and-hold circuits, switched-capacitor circuits. MOS inverters and gate circuits, interfacing, transmission gates. MOS memory circuits. Digital building blocks - multiplexers, decoders, shift registers, etc. Gate array, standard cell, and PLA based designs. Digital -to-Analog and Analog-to-Digital converters.

• EE 616 SEMICONDUCTOR DEVICE MODELLING

Models for metal-semiconductor contacts and heterojunctions. MOSFET - quantum theory of 2DEG, gradual channel approximation, charge control models, BSIM model, second-order effects. MESFETShockley, velocity saturation and universal models. HEFT - Basic and universal models. SPICE and small signal models.

• EE 619 VLSI SYSTEM DESIGN

Emphasis on the synthesis based approach to VLSI Design. Relevant issues related to physical design automation such as placement, floor planning, routing and compaction are covered. Combinational & sequential logic synthesis issues and algorithms are discussed. Detailed coverage of HDLs and high level synthesis algorithms and issues.

• EE 681 COMPACT MODELLING

Introduction to Simulation. Introduction to SPICE and Compact Modeling. Integrated Resistor Modeling. Integrated MOS Varactor Modeling. MOSFET Modeling approaches : Threshold Voltage based modeling (BSIM3, MSIM4), Charge based modeling (BSIM6, EKV), Surface Potential based modeling(PSP). Quality of MOSFET Compect Models and Benchmark Tests. Layout Effects and Parameter Extraction. High Frequency Effects and RF Modeling. SOI MOSFET Modeling. Noise Modeling. Multigate MOSFETs.

• EE 611 ORGANIC ELECTRONICS

General Overview of Organic Semiconductors and Electronics; Introduction to some of the basics of Molecular Quantum Mechanics; Optical and Electrical Properties of Organic Semiconductor Material; Organic Thin Film Transistor (OTFT) physics and processing; Organic Light Emitting Diode (OLED) physics and processing; OLED passive and active matrix displays, OTFT circuits;Organic Solar Cell physics and processing; Research opportunities in organic electronics and the associated technologies.Labs: Fabrication of an organic device and its characterisation.

• EE 614 SOLID STATE DEVICES I

Basic semiconductor physics. Diodes (P-N junction, Schottky, contact), Junction Transistors (BJT, HBT), Field Effect Transistors (JEFT, MESFET, MOSFET, HEMT). Other semiconductor devices.

• EE 618 INTEGRATED CIRCUIT FABRICATION TECHNOLOGY

IC components - their characterization and design. Analysis and design of basic logic circuits. Linear ICs. Large Scale Integration. Computer simulation of ICs and layout design. High Voltage ICs. GaAs MESFET and GaAs ICs. Failure, reliability and yield of ICs. Fault modelling and testing.

• EE 610 ANALOG/DIGITAL VLSI CIRCUITS

Compensation. Analog switches, sample-and-hold circuits, switched-capacitor circuits. MOS inverters and gate circuits, interfacing, transmission gates. MOS memory circuits. Digital building blocks - multiplexers, decoders, shift registers, etc. Gate array, standard cell, and PLA based designs. Digital -to-Analog and Analog-to-Digital converters.

• EE 616 SEMICONDUCTOR DEVICE MODELLING

Models for metal-semiconductor contacts and heterojunctions. MOSFET - quantum theory of 2DEG, gradual channel approximation, charge control models, BSIM model, second-order effects. MESFETShockley, velocity saturation and universal models. HEFT - Basic and universal models. SPICE and small signal models.

• EE 619 VLSI SYSTEM DESIGN

Emphasis on the synthesis based approach to VLSI Design. Relevant issues related to physical design automation such as placement, floor planning, routing and compaction are covered. Combinational & sequential logic synthesis issues and algorithms are discussed. Detailed coverage of HDLs and high level synthesis algorithms and issues.

• EE 681 COMPACT MODELLING

Introduction to Simulation. Introduction to SPICE and Compact Modeling. Integrated Resistor Modeling. Integrated MOS Varactor Modeling. MOSFET Modeling approaches : Threshold Voltage based modeling (BSIM3, MSIM4), Charge based modeling (BSIM6, EKV), Surface Potential based modeling(PSP). Quality of MOSFET Compect Models and Benchmark Tests. Layout Effects and Parameter Extraction. High Frequency Effects and RF Modeling. SOI MOSFET Modeling. Noise Modeling. Multigate MOSFETs.

• EE 611 ORGANIC ELECTRONICS

General Overview of Organic Semiconductors and Electronics; Introduction to some of the basics of Molecular Quantum Mechanics; Optical and Electrical Properties of Organic Semiconductor Material; Organic Thin Film Transistor (OTFT) physics and processing; Organic Light Emitting Diode (OLED) physics and processing; OLED passive and active matrix displays, OTFT circuits;Organic Solar Cell physics and processing; Research opportunities in organic electronics and the associated technologies.Labs: Fabrication of an organic device and its characterisation.

• EE 698I SOLAR PHOTO VOLTAIC TECHNOLOGY Signal Processing, Communications & Networks Courses • EE 200 SIGNALS, SYSTEMS AND NETWORKS

Continuous and discrete time signals; Fourier series, Fourier, Laplace and Z tr\ansform techniques; DFT. Sampling Theorem. LTI systems: I/O description, impulse response and system functions, pole/ zero plots, FIR and IIR systems. Analog and digital filters. Networks: topological description, network theorems,Two port analysis.

• EE 301 DIGITAL SIGNAL PROCESSING

Review of discrete time signals and systems. Sampling of CT signals: aliasing, prefiltering, decimation and interpolation, A/D and D/A conversion, quantization noise. Filter design techniques. DFT Computation. Fourier analysis of signals using DFT. Finite register length effects. DSP hardware. Applications. .

• EE 320 PRINCIPLES OF COMMUNICATION

Communication problem and system models. Representation of deterministic and stochastic signals. Analog and digital modulation systems, Receiver structures, SNR and error probability calculations, Frequency and time division multiplexing. Digital encoding of analog signals. Elements of information theory, Multiple access techniques and ISDN.

• EE 321 COMMUNICATION SYSTEMS

Information measures. Source coding. ISI & channel equalization, partial response signalling. M-ary modulation systems, error probability calculations. PLLs and FM threshold extension. Error control coding, block and convolution codes. Combined modulation and coding, trellis coded modulation. Spread spectrum systems.

• EE 403 ADVANCED DIGITAL SIGNAL PROCESSING

Review of linear algebra; functional analysis, time-frequency representation; frequency scale and resolution; uncertainity principle, short-time Fourier transform, Multi-resolution concept and analysis, Wavelet transforms. Wigner-ville distributions. Multi-rate signal processing; discrete-time bases and filter banks; 2D signals and systems, 2D sampling in arbitrary lattices, 2D-linear transforms, 1D/2D signal compression; introduction to DSP architecture.

• EE 422 COMMUNICATION SYSTEM ENGINEERING

Baseband signal characterisation-telegraphy, telephony, television and data; message channel objective; voice frequency transmission, radio wave propagation methods: random noise characterization in communication systems, intermodulation distortion : line of sight systems description and design; troposcattrer systems.

• EE 600 MATHEMATICAL STRUCTURES OF SIGNALS & SYSTEMS

Nature of definitions; Theory of measurement and scales; Symmetry, invariance and groups; Groups in signals and systems; Algebraic and relational structures of signal spaces and convolutional systems; Representation theory of groups, harmonic analysis and spectral theory for convolutional systems.

• EE 601 MATHEMATICAL METHODS IN SIGNAL PROCESSING

Generalized inverses, regularization of ill-posed problems. Eigen and singular value decompositions, generalized problems. Interpolation and approximation by least squares and minimax error criteria. Optimization techniques for linear and nonlinear problems. Applications in various areas of signal processing.

• EE 602 STATISTICAL SIGNAL PROCESSING I

Power Spectrum Estimation-Parametric and Maximum Entropy Methods, Wiener, Kalman Filtering, Levinson-Durban Algorithms Least Square Method, Adaptive Filtering, Nonstationary Signal Analysis, Wigner-Ville Distribution, Wavelet Analysis.

• EE 603 ADVANCED TOPICS IN DIGITAL FILTERING

Multirate Processing of discrete Time Signals; Orthogonal Digital Filter Systems. Two-Dimensional Discrete Time Filters. VLSI Computing structures for Signal Processing.

• EE 604 IMAGE PROCESSING

Human visual system and image perception, monochrome & colour vision models, colour representation ; image sampling & quantization; 2-D systems; image transforms; image coding; stochastic models for image representation; image enhancement, restoration & reconstruction. Image analysis using multiresolution techniques.

• EE 605 INTRODUCTION TO SIGNAL ANALYSIS

Discrete and Continuous time signals and systems, LTI systems, Convolution, Difference equations. Frequency domain representation: Fourier transform and its properties. Random discrete signals. Sampling and reconstruction: Change of sampling rate. Normed vector spaces, basis, linear independence, orthogonality. Linear systems of equations. Over- and Underdetermined systems. Row- and Column spaces, Null spaces. Least square and minimum norm solutions. Inverse and pseudo inverse, Symmetry transformations. Eigenvectors and eigenvalues. Hilbert transforms, band pass representations and complex envelope. Base band pulse transmission, matched filtering, ISI, equalization. Coherent and noncoherent detection.

• EE 606 ARCHITECTURE AND APPLICATIONS OF DIGITAL SIGNAL PROCESSORS

Review of DSP fundamentals. Issues involved in DSP processor design - speed, cost, accuracy, pipelining, parallelism, quantization error, etc. Key DSP hardware elements - Multiplier, ALU, Shifter, Address Generator, etc. TMS 320C55 X and TM 320C6X and 21000 family architecture and instruction set. Software development tools - assembler, linker and simulator. Applications using DSP Processor - spectral analysis, FIR/IIR filter, linear-predictive coding, etc.

• EE 607 WAVELET TRANSFORMS FOR SIGNAL AND IMAGE PROCESSING

Basics of functional Analysis; Basics of Fourier Analysis; Spectral Theory; Time- Frequency representations; Nonstationary Processes; Continuous Wavelet Transforms; Discrete Time-Frequency Transforms; Multi resolution Analysis; Time-Frequency Localization; Signal Processing Applications; Image Processing Applications

• EE 609 BASICS OF BIOMEDICAL SIGNAL AND IMAGE PROCESSING

Speech and pathology of vocal tract/ cords, Perpetual coding of audio signal and data compression, Spatio-temporal nature of bioelectric signals, cardiac generator and its models, Specific digital technique for bioelectric signals, Modes of medical imaging.

• EE 621 REPRESENTATION AND ANALYSIS OF RANDOM SIGNALS

Review of probability, random variables, random processes; representation of narrow band signals. Transmission of signals through LTI systems; Estimation and detection with random sequences; BAYES, MMSE, MAP, ML schemes. KL and sampling theorem representations, matched filter, ambiguity functions, Markov sequences, linear stochastic dynamical systems.

• EE 622 COMMUNICATION THEORY

Rate Distortion Theory, Channel Coding Theorems, Digital Modulation Schemes, Trellis Coded Modulation, Digital Transmission over Bandlimited Channels, Fading Multipath Channels, Synchronization. Analog Modulation Schemes, Optimum/ Suboptimum Receivers; Diversity Combining; Cellular Mobile Communciation; Equalization.

• EE 623 DETECTION AND ESTIMATION THEORY

Classical Detection and Estimation Theory, Signal Representation, Detection of signals in Gaussian noise, Waveform estimation, Linear estimation problems, Wiener filtering, Kalman filtering.

• EE 624 INFORMATION AND CODING THEORY

Entropy and mutual information, rate distortion function, source coding, variable length coding, discrete memoryless channels, capacity cost functions, channel coding, linear block codes, cyclic codes. Convolutional codes, sequential and probabilistic decoding, majority logic decoding, burst error-correcting codes.

• EE 625 SATELLITE COMMUNICATION

Introduction. Historical background and overall perspective; Satellite network modeling ; Link calculations; FM analysis; TV Transmission; Digital modulation; Error control; Multiple access; FDMA, TDMA, CDMA. Orbital considerations; Launching; Atmospheric effects; Transponders; Earth Stations; VSATs.

• EE 627 SPEECH SIGNAL PROCESSING

Spectral and non-spectral analysis techniques; Model-based coding techniques; Noise reduction and echo cancellation; Synthetic and coded speech quality assessment; Selection of recognition unit; Model-based recognition; Language modelling; Speaker Identification; Text analysis and text-to-speech synthesis.

• EE 628 TOPICS IN CRYPTOGRAPY AND CODING

Cryptography and error control coding in communication and computing systems. Stream and block ciphers; DES; public-key cryptosystems; key management, authentication and digital signatures. Codes as ideals in finite commutative rings and group algebras. Joint coding and cryptography.

• EE 629 DIGITAL SWITCHING

Network Architecture; time division multiplexing; digital switching; space & time division switching, cross point and memory requirements; blocking probabilities. traffic Analysis, models for circuit and packet switched systems, performance comparison; ISDN.

• EE 658 FUZZYSET,LOGIC & SYSTEMS AND APPLICATIONS

Introduction, Uncertainity, Imprecision and Vagueness, Fuzzy systems, Brief history of Fuzzy logic, Foundation of Fuzzy Theory, Fuzzy Sets and Systems, Fuzzy Systems in Commercial Products, Research Fields in Fuzzy Theory, Classical sets and Fuzzy sets, Classical Relations, Fuzzy relations, Membership Functions, Fuzzy to crisp conversions, Fuzzy arithmetic, Numbers, Vectors and the extension principle, Classical logic and Fuzzy logic, Mathematical background of Fuzzy Systems, Classical (Crisp) vs, Fuzzy sets, Representation of Fuzzy sets, Types of Membership Functions, Basic Concepts (support, singleton, height, a-cut projections), Fuzzy set operations, S-and T- Norms, Properties of Fuzzy sets, Sets as Points in Hypercube, Cartesian Product, Crisp and Fuzzy Relations, Examples, Liguistic variables and hedges, Membership function design. Basic Principles of Inference in Fuzzy Logic, Fuzzy IF-THEN Rules, Canonical Form, Fuzzy Systems and Algorithms, Approximate Reasoning, Forms of Fuzzy Implication, Fuzzy Inference Engines, Graphical Techniques of Inference, Fuzzyifications/ DeFuzzification, Fuzzy System Design and its Elements, Design options. Fuzzy Events, Fuzzy Measures, Possibility Distributions as Fuzzy Sets, Possibility vs, Probability, Fuzzy Systems as Universal Approximators, Additive Fuzzy Systems (standard additive model).

• EE 671 NEURAL NETWORKS

Theory of representation; Two computational paradigms; Multi-layer networks; Auto-associative and hetero-associative nets; Learning in neural nets: Supervised and unsupervised learning; Application of neural nets; Neural network simulators.

• EE 672 COMPUTER VISION AND DOCUMENT PROCESSING

Human and computer vision, Image representation and modelling, Line and edge detection, Labeling, Image segmentation, Pattern recognition, Statistical, structural neural and hybrid techniques, Training & classification, Document analysis and optical character recognition, object recognition, Scene matching & analysis, Robotic version, Role of knowledge.

• EE 673 DIGITAL COMMUNICATION NETWORKS

OSI model, queueing theory, physical layer, error detection and correction, data link layer, ARQ strategies, framing, media access layer, modelling and analysis of important media access control protocols, FDDI and DQDB MAC protocols for LANs and MANs, network layer, flow control & routing, TCP/IP protocols, ATM.

• EE 676 DIGITAL MOBILE RADIO SYSTEM

Introduction to Mobile Radio networks, channel description and analysis, Propagation Effects, Technologies, TDMA/CDMA Techniques, Architectures, Cellular Systems, GSM Systems, Mobile Satellite Communication, Wireless ATM, Third Generation Cellular, Universal Mobile Telecommunication Systems (UMTS).

• EE 678 NEURAL SYSTEMS AND NETWORKS

Memory: Eric Kandel's memory and its physiological basis, Explicit and Implicit memories, Short Term and Long Term potentiation (STP and LTP), Hopfield's Model of Associative Memories, its comparison with Kandel's model, Stability of Hopefield net, its use as CAM, Hamming's Model and comparision of number of weights, Learning: Supervised and Unsupervised nets, Learning Methods, Neural systems: Different types of neurons, dendrites, axons, role of Na+ K+ AT Pase and resting potentials, synaptic junctions and transmission of action potentials, Consciousness and its correlation with respiratory sinus arrythmia, a bioinstrumentation scheme for its measurement; Neural nets for technical applications: Bidirectional Associative Memories, (SAMs), Radial Basic, Function nets. Boltzmann machine, Wavelet nets, Cellular Neural Nets and Fuzzy nets.

• EE 601 MATHEMATICAL METHODS IN SIGNAL PROCESSING

Generalized inverses, regularization of ill-posed problems. Eigen and singular value decompositions, generalized problems. Interpolation and approximation by least squares and minimax error criteria. Optimization techniques for linear and nonlinear problems. Applications in various areas of signal processing.

• EE 604 IMAGE PROCESSING

Human visual system and image perception, monochrome & colour vision models, colour representation ; image sampling & quantization; 2-D systems; image transforms; image coding; stochastic models for image representation; image enhancement, restoration & reconstruction. Image analysis using multiresolution techniques.

• EE 605 INTRODUCTION TO SIGNAL ANALYSIS

Discrete and Continuous time signals and systems, LTI systems, Convolution, Difference equations. Frequency domain representation: Fourier transform and its properties. Random discrete signals. Sampling and reconstruction: Change of sampling rate. Normed vector spaces, basis, linear independence, orthogonality. Linear systems of equations. Over- and Underdetermined systems. Row- and Column spaces, Null spaces. Least square and minimum norm solutions. Inverse and pseudo inverse, Symmetry transformations. Eigenvectors and eigenvalues. Hilbert transforms, band pass representations and complex envelope. Base band pulse transmission, matched filtering, ISI, equalization. Coherent and noncoherent detection.

• EE 621 REPRESENTATION AND ANALYSIS OF RANDOM SIGNALS

Review of probability, random variables, random processes; representation of narrow band signals. Transmission of signals through LTI systems; Estimation and detection with random sequences; BAYES, MMSE, MAP, ML schemes. KL and sampling theorem representations, matched filter, ambiguity functions, Markov sequences, linear stochastic dynamical systems.

• EE 627 SPEECH SIGNAL PROCESSING

Spectral and non-spectral analysis techniques; Model-based coding techniques; Noise reduction and echo cancellation; Synthetic and coded speech quality assessment; Selection of recognition unit; Model-based recognition; Language modelling; Speaker Identification; Text analysis and text-to-speech synthesis.

• EE 673 DIGITAL COMMUNICATION NETWORKS

OSI model, queueing theory, physical layer, error detection and correction, data link layer, ARQ strategies, framing, media access layer, modelling and analysis of important media access control protocols, FDDI and DQDB MAC protocols for LANs and MANs, network layer, flow control & routing, TCP/IP protocols, ATM.

• EE 600 MATHEMATICAL STRUCTURES OF SIGNALS & SYSTEMS

Nature of definitions; Theory of measurement and scales; Symmetry, invariance and groups; Groups in signals and systems; Algebraic and relational structures of signal spaces and convolutional systems; Representation theory of groups, harmonic analysis and spectral theory for convolutional systems.

• EE 602 STATISTICAL SIGNAL PROCESSING I

Power Spectrum Estimation-Parametric and Maximum Entropy Methods, Wiener, Kalman Filtering, Levinson-Durban Algorithms Least Square Method, Adaptive Filtering, Nonstationary Signal Analysis, Wigner-Ville Distribution, Wavelet Analysis.

• EE 622 COMMUNICATION THEORY

Rate Distortion Theory, Channel Coding Theorems, Digital Modulation Schemes, Trellis Coded Modulation, Digital Transmission over Bandlimited Channels, Fading Multipath Channels, Synchronization. Analog Modulation Schemes, Optimum/ Suboptimum Receivers; Diversity Combining; Cellular Mobile Communciation; Equalization.

• EE 623 DETECTION AND ESTIMATION THEORY

Classical Detection and Estimation Theory, Signal Representation, Detection of signals in Gaussian noise, Waveform estimation, Linear estimation problems, Wiener filtering, Kalman filtering.

• EE 628 TOPICS IN CRYPTOGRAPY AND CODING

Cryptography and error control coding in communication and computing systems. Stream and block ciphers; DES; public-key cryptosystems; key management, authentication and digital signatures. Codes as ideals in finite commutative rings and group algebras. Joint coding and cryptography.

• EE 629 DIGITAL SWITCHING

Network Architecture; time division multiplexing; digital switching; space & time division switching, cross point and memory requirements; blocking probabilities. traffic Analysis, models for circuit and packet switched systems, performance comparison; ISDN.

• EE 658 FUZZYSET,LOGIC & SYSTEMS AND APPLICATIONS

Introduction, Uncertainity, Imprecision and Vagueness, Fuzzy systems, Brief history of Fuzzy logic, Foundation of Fuzzy Theory, Fuzzy Sets and Systems, Fuzzy Systems in Commercial Products, Research Fields in Fuzzy Theory, Classical sets and Fuzzy sets, Classical Relations, Fuzzy relations, Membership Functions, Fuzzy to crisp conversions, Fuzzy arithmetic, Numbers, Vectors and the extension principle, Classical logic and Fuzzy logic, Mathematical background of Fuzzy Systems, Classical (Crisp) vs, Fuzzy sets, Representation of Fuzzy sets, Types of Membership Functions, Basic Concepts (support, singleton, height, a-cut projections), Fuzzy set operations, S-and T- Norms, Properties of Fuzzy sets, Sets as Points in Hypercube, Cartesian Product, Crisp and Fuzzy Relations, Examples, Liguistic variables and hedges, Membership function design. Basic Principles of Inference in Fuzzy Logic, Fuzzy IF-THEN Rules, Canonical Form, Fuzzy Systems and Algorithms, Approximate Reasoning, Forms of Fuzzy Implication, Fuzzy Inference Engines, Graphical Techniques of Inference, Fuzzyifications/ DeFuzzification, Fuzzy System Design and its Elements, Design options. Fuzzy Events, Fuzzy Measures, Possibility Distributions as Fuzzy Sets, Possibility vs, Probability, Fuzzy Systems as Universal Approximators, Additive Fuzzy Systems (standard additive model).

• EE 671 NEURAL NETWORKS

Theory of representation; Two computational paradigms; Multi-layer networks; Auto-associative and hetero-associative nets; Learning in neural nets: Supervised and unsupervised learning; Application of neural nets; Neural network simulators.

• EE 601 MATHEMATICAL METHODS IN SIGNAL PROCESSING

Generalized inverses, regularization of ill-posed problems. Eigen and singular value decompositions, generalized problems. Interpolation and approximation by least squares and minimax error criteria. Optimization techniques for linear and nonlinear problems. Applications in various areas of signal processing

• EE 604 IMAGE PROCESSING

Human visual system and image perception, monochrome & colour vision models, colour representation ; image sampling & quantization; 2-D systems; image transforms; image coding; stochastic models for image representation; image enhancement, restoration & reconstruction. Image analysis using multiresolution techniques.

• EE 605 INTRODUCTION TO SIGNAL ANALYSIS

Discrete and Continuous time signals and systems, LTI systems, Convolution, Difference equations. Frequency domain representation: Fourier transform and its properties. Random discrete signals. Sampling and reconstruction: Change of sampling rate. Normed vector spaces, basis, linear independence, orthogonality. Linear systems of equations. Over- and Underdetermined systems. Row- and Column spaces, Null spaces. Least square and minimum norm solutions. Inverse and pseudo inverse, Symmetry transformations. Eigenvectors and eigenvalues. Hilbert transforms, band pass representations and complex envelope. Base band pulse transmission, matched filtering, ISI, equalization. Coherent and noncoherent detection.

• EE 621 REPRESENTATION AND ANALYSIS OF RANDOM SIGNALS

Review of probability, random variables, random processes; representation of narrow band signals. Transmission of signals through LTI systems; Estimation and detection with random sequences; BAYES, MMSE, MAP, ML schemes. KL and sampling theorem representations, matched filter, ambiguity functions, Markov sequences, linear stochastic dynamical systems.

• EE 624 INFORMATION AND CODING THEORY

Entropy and mutual information, rate distortion function, source coding, variable length coding, discrete memoryless channels, capacity cost functions, channel coding, linear block codes, cyclic codes. Convolutional codes, sequential and probabilistic decoding, majority logic decoding, burst error-correcting codes.

• EE 627 SPEECH SIGNAL PROCESSING

Spectral and non-spectral analysis techniques; Model-based coding techniques; Noise reduction and echo cancellation; Synthetic and coded speech quality assessment; Selection of recognition unit; Model-based recognition; Language modelling; Speaker Identification; Text analysis and text-to-speech synthesis.

• EE 658 FUZZYSET,LOGIC & SYSTEMS AND APPLICATIONS

Introduction, Uncertainity, Imprecision and Vagueness, Fuzzy systems, Brief history of Fuzzy logic, Foundation of Fuzzy Theory, Fuzzy Sets and Systems, Fuzzy Systems in Commercial Products, Research Fields in Fuzzy Theory, Classical sets and Fuzzy sets, Classical Relations, Fuzzy relations, Membership Functions, Fuzzy to crisp conversions, Fuzzy arithmetic, Numbers, Vectors and the extension principle, Classical logic and Fuzzy logic, Mathematical background of Fuzzy Systems, Classical (Crisp) vs, Fuzzy sets, Representation of Fuzzy sets, Types of Membership Functions, Basic Concepts (support, singleton, height, a-cut projections), Fuzzy set operations, S-and T- Norms, Properties of Fuzzy sets, Sets as Points in Hypercube, Cartesian Product, Crisp and Fuzzy Relations, Examples, Liguistic variables and hedges, Membership function design. Basic Principles of Inference in Fuzzy Logic, Fuzzy IF-THEN Rules, Canonical Form, Fuzzy Systems and Algorithms, Approximate Reasoning, Forms of Fuzzy Implication, Fuzzy Inference Engines, Graphical Techniques of Inference, Fuzzyifications/ DeFuzzification, Fuzzy System Design and its Elements, Design options. Fuzzy Events, Fuzzy Measures, Possibility Distributions as Fuzzy Sets, Possibility vs, Probability, Fuzzy Systems as Universal Approximators, Additive Fuzzy Systems (standard additive model).

• EE 673 DIGITAL COMMUNICATION NETWORKS

OSI model, queueing theory, physical layer, error detection and correction, data link layer, ARQ strategies, framing, media access layer, modelling and analysis of important media access control protocols, FDDI and DQDB MAC protocols for LANs and MANs, network layer, flow control & routing, TCP/IP protocols, ATM.

• EE 622 COMMUNICATION THEORY

Rate Distortion Theory, Channel Coding Theorems, Digital Modulation Schemes, Trellis Coded Modulation, Digital Transmission over Bandlimited Channels, Fading Multipath Channels, Synchronization. Analog Modulation Schemes, Optimum/ Suboptimum Receivers; Diversity Combining; Cellular Mobile Communciation; Equalization.

• EE 623 DETECTION AND ESTIMATION THEORY

Classical Detection and Estimation Theory, Signal Representation, Detection of signals in Gaussian noise, Waveform estimation, Linear estimation problems, Wiener filtering, Kalman filtering.

• EE 671 NEURAL NETWORKS

Theory of representation; Two computational paradigms; Multi-layer networks; Auto-associative and hetero-associative nets; Learning in neural nets: Supervised and unsupervised learning; Application of neural nets; Neural network simulators.

• EE 601 MATHEMATICAL METHODS IN SIGNAL PROCESSING

Generalized inverses, regularization of ill-posed problems. Eigen and singular value decompositions, generalized problems. Interpolation and approximation by least squares and minimax error criteria. Optimization techniques for linear and nonlinear problems. Applications in various areas of signal processing

• EE 604 IMAGE PROCESSING

Human visual system and image perception, monochrome & colour vision models, colour representation ; image sampling & quantization; 2-D systems; image transforms; image coding; stochastic models for image representation; image enhancement, restoration & reconstruction. Image analysis using multiresolution techniques.

• EE 605 INTRODUCTION TO SIGNAL ANALYSIS

Discrete and Continuous time signals and systems, LTI systems, Convolution, Difference equations. Frequency domain representation: Fourier transform and its properties. Random discrete signals. Sampling and reconstruction: Change of sampling rate. Normed vector spaces, basis, linear independence, orthogonality. Linear systems of equations. Over- and Underdetermined systems. Row- and Column spaces, Null spaces. Least square and minimum norm solutions. Inverse and pseudo inverse, Symmetry transformations. Eigenvectors and eigenvalues. Hilbert transforms, band pass representations and complex envelope. Base band pulse transmission, matched filtering, ISI, equalization. Coherent and noncoherent detection.

• EE 607 WAVELET TRANSFORMS FOR SIGNAL AND IMAGE PROCESSING

Basics of functional Analysis; Basics of Fourier Analysis; Spectral Theory; Time- Frequency representations; Nonstationary Processes; Continuous Wavelet Transforms; Discrete Time-Frequency Transforms; Multi resolution Analysis; Time-Frequency Localization; Signal Processing Applications; Image Processing Applications

• EE 621 REPRESENTATION AND ANALYSIS OF RANDOM SIGNALS

Review of probability, random variables, random processes; representation of narrow band signals. Transmission of signals through LTI systems; Estimation and detection with random sequences; BAYES, MMSE, MAP, ML schemes. KL and sampling theorem representations, matched filter, ambiguity functions, Markov sequences, linear stochastic dynamical systems.

• EE 624 INFORMATION AND CODING THEORY

Entropy and mutual information, rate distortion function, source coding, variable length coding, discrete memoryless channels, capacity cost functions, channel coding, linear block codes, cyclic codes. Convolutional codes, sequential and probabilistic decoding, majority logic decoding, burst error-correcting codes.

• EE 627 SPEECH SIGNAL PROCESSING

Spectral and non-spectral analysis techniques; Model-based coding techniques; Noise reduction and echo cancellation; Synthetic and coded speech quality assessment; Selection of recognition unit; Model-based recognition; Language modelling; Speaker Identification; Text analysis and text-to-speech synthesis.

• EE 629 DIGITAL SWITCHING

Network Architecture; time division multiplexing; digital switching; space & time division switching, cross point and memory requirements; blocking probabilities. traffic Analysis, models for circuit and packet switched systems, performance comparison; ISDN.

• EE 658 FUZZYSET,LOGIC & SYSTEMS AND APPLICATIONS

Introduction, Uncertainity, Imprecision and Vagueness, Fuzzy systems, Brief history of Fuzzy logic, Foundation of Fuzzy Theory, Fuzzy Sets and Systems, Fuzzy Systems in Commercial Products, Research Fields in Fuzzy Theory, Classical sets and Fuzzy sets, Classical Relations, Fuzzy relations, Membership Functions, Fuzzy to crisp conversions, Fuzzy arithmetic, Numbers, Vectors and the extension principle, Classical logic and Fuzzy logic, Mathematical background of Fuzzy Systems, Classical (Crisp) vs, Fuzzy sets, Representation of Fuzzy sets, Types of Membership Functions, Basic Concepts (support, singleton, height, a-cut projections), Fuzzy set operations, S-and T- Norms, Properties of Fuzzy sets, Sets as Points in Hypercube, Cartesian Product, Crisp and Fuzzy Relations, Examples, Liguistic variables and hedges, Membership function design. Basic Principles of Inference in Fuzzy Logic, Fuzzy IF-THEN Rules, Canonical Form, Fuzzy Systems and Algorithms, Approximate Reasoning, Forms of Fuzzy Implication, Fuzzy Inference Engines, Graphical Techniques of Inference, Fuzzyifications/ DeFuzzification, Fuzzy System Design and its Elements, Design options. Fuzzy Events, Fuzzy Measures, Possibility Distributions as Fuzzy Sets, Possibility vs, Probability, Fuzzy Systems as Universal Approximators, Additive Fuzzy Systems (standard additive model).

• EE 673 DIGITAL COMMUNICATION NETWORKS

OSI model, queueing theory, physical layer, error detection and correction, data link layer, ARQ strategies, framing, media access layer, modelling and analysis of important media access control protocols, FDDI and DQDB MAC protocols for LANs and MANs, network layer, flow control & routing, TCP/IP protocols, ATM.

• EE 600 MATHEMATICAL STRUCTURES OF SIGNALS & SYSTEMS

Nature of definitions; Theory of measurement and scales; Symmetry, invariance and groups; Groups in signals and systems; Algebraic and relational structures of signal spaces and convolutional systems; Representation theory of groups, harmonic analysis and spectral theory for convolutional systems.

• EE 622 COMMUNICATION THEORY

Rate Distortion Theory, Channel Coding Theorems, Digital Modulation Schemes, Trellis Coded Modulation, Digital Transmission over Bandlimited Channels, Fading Multipath Channels, Synchronization. Analog Modulation Schemes, Optimum/ Suboptimum Receivers; Diversity Combining; Cellular Mobile Communciation; Equalization.

• EE 623 DETECTION AND ESTIMATION THEORY

Classical Detection and Estimation Theory, Signal Representation, Detection of signals in Gaussian noise, Waveform estimation, Linear estimation problems, Wiener filtering, Kalman filtering.

• EE 628 TOPICS IN CRYPTOGRAPY AND CODING

Cryptography and error control coding in communication and computing systems. Stream and block ciphers; DES; public-key cryptosystems; key management, authentication and digital signatures. Codes as ideals in finite commutative rings and group algebras. Joint coding and cryptography.

• EE 658 FUZZYSET,LOGIC & SYSTEMS AND APPLICATIONS

Introduction, Uncertainity, Imprecision and Vagueness, Fuzzy systems, Brief history of Fuzzy logic, Foundation of Fuzzy Theory, Fuzzy Sets and Systems, Fuzzy Systems in Commercial Products, Research Fields in Fuzzy Theory, Classical sets and Fuzzy sets, Classical Relations, Fuzzy relations, Membership Functions, Fuzzy to crisp conversions, Fuzzy arithmetic, Numbers, Vectors and the extension principle, Classical logic and Fuzzy logic, Mathematical background of Fuzzy Systems, Classical (Crisp) vs, Fuzzy sets, Representation of Fuzzy sets, Types of Membership Functions, Basic Concepts (support, singleton, height, a-cut projections), Fuzzy set operations, S-and T- Norms, Properties of Fuzzy sets, Sets as Points in Hypercube, Cartesian Product, Crisp and Fuzzy Relations, Examples, Liguistic variables and hedges, Membership function design. Basic Principles of Inference in Fuzzy Logic, Fuzzy IF-THEN Rules, Canonical Form, Fuzzy Systems and Algorithms, Approximate Reasoning, Forms of Fuzzy Implication, Fuzzy Inference Engines, Graphical Techniques of Inference, Fuzzyifications/ DeFuzzification, Fuzzy System Design and its Elements, Design options. Fuzzy Events, Fuzzy Measures, Possibility Distributions as Fuzzy Sets, Possibility vs, Probability, Fuzzy Systems as Universal Approximators, Additive Fuzzy Systems (standard additive model).

• EE 671 NEURAL NETWORKS

Theory of representation; Two computational paradigms; Multi-layer networks; Auto-associative and hetero-associative nets; Learning in neural nets: Supervised and unsupervised learning; Application of neural nets; Neural network simulators.

• EE 602 STATISTICAL SIGNAL PROCESSING I

Power Spectrum Estimation-Parametric and Maximum Entropy Methods, Wiener, Kalman Filtering, Levinson-Durban Algorithms Least Square Method, Adaptive Filtering, Nonstationary Signal Analysis, Wigner-Ville Distribution, Wavelet Analysis.

• EE 604 IMAGE PROCESSING

Human visual system and image perception, monochrome & colour vision models, colour representation ; image sampling & quantization; 2-D systems; image transforms; image coding; stochastic models for image representation; image enhancement, restoration & reconstruction. Image analysis using multiresolution techniques.

• EE 605 INTRODUCTION TO SIGNAL ANALYSIS

Discrete and Continuous time signals and systems, LTI systems, Convolution, Difference equations. Frequency domain representation: Fourier transform and its properties. Random discrete signals. Sampling and reconstruction: Change of sampling rate. Normed vector spaces, basis, linear independence, orthogonality. Linear systems of equations. Over- and Underdetermined systems. Row- and Column spaces, Null spaces. Least square and minimum norm solutions. Inverse and pseudo inverse, Symmetry transformations. Eigenvectors and eigenvalues. Hilbert transforms, band pass representations and complex envelope. Base band pulse transmission, matched filtering, ISI, equalization. Coherent and noncoherent detection.

• EE 621 REPRESENTATION AND ANALYSIS OF RANDOM SIGNALS

Review of probability, random variables, random processes; representation of narrow band signals. Transmission of signals through LTI systems; Estimation and detection with random sequences; BAYES, MMSE, MAP, ML schemes. KL and sampling theorem representations, matched filter, ambiguity functions, Markov sequences, linear stochastic dynamical systems.

• EE 624 INFORMATION AND CODING THEORY

Entropy and mutual information, rate distortion function, source coding, variable length coding, discrete memoryless channels, capacity cost functions, channel coding, linear block codes, cyclic codes. Convolutional codes, sequential and probabilistic decoding, majority logic decoding, burst error-correcting codes.

• EE 627 SPEECH SIGNAL PROCESSING

Spectral and non-spectral analysis techniques; Model-based coding techniques; Noise reduction and echo cancellation; Synthetic and coded speech quality assessment; Selection of recognition unit; Model-based recognition; Language modelling; Speaker Identification; Text analysis and text-to-speech synthesis.

• EE 658 FUZZYSET,LOGIC & SYSTEMS AND APPLICATIONS

Introduction, Uncertainity, Imprecision and Vagueness, Fuzzy systems, Brief history of Fuzzy logic, Foundation of Fuzzy Theory, Fuzzy Sets and Systems, Fuzzy Systems in Commercial Products, Research Fields in Fuzzy Theory, Classical sets and Fuzzy sets, Classical Relations, Fuzzy relations, Membership Functions, Fuzzy to crisp conversions, Fuzzy arithmetic, Numbers, Vectors and the extension principle, Classical logic and Fuzzy logic, Mathematical background of Fuzzy Systems, Classical (Crisp) vs, Fuzzy sets, Representation of Fuzzy sets, Types of Membership Functions, Basic Concepts (support, singleton, height, a-cut projections), Fuzzy set operations, S-and T- Norms, Properties of Fuzzy sets, Sets as Points in Hypercube, Cartesian Product, Crisp and Fuzzy Relations, Examples, Liguistic variables and hedges, Membership function design. Basic Principles of Inference in Fuzzy Logic, Fuzzy IF-THEN Rules, Canonical Form, Fuzzy Systems and Algorithms, Approximate Reasoning, Forms of Fuzzy Implication, Fuzzy Inference Engines, Graphical Techniques of Inference, Fuzzyifications/ DeFuzzification, Fuzzy System Design and its Elements, Design options. Fuzzy Events, Fuzzy Measures, Possibility Distributions as Fuzzy Sets, Possibility vs, Probability, Fuzzy Systems as Universal Approximators, Additive Fuzzy Systems (standard additive model).

• EE 673 DIGITAL COMMUNICATION NETWORKS

OSI model, queueing theory, physical layer, error detection and correction, data link layer, ARQ strategies, framing, media access layer, modelling and analysis of important media access control protocols, FDDI and DQDB MAC protocols for LANs and MANs, network layer, flow control & routing, TCP/IP protocols, ATM.

• EE 600 MATHEMATICAL STRUCTURES OF SIGNALS SYSTEMS

Nature of definitions; Theory of measurement and scales; Symmetry, invariance and groups; Groups in signals and systems; Algebraic and relational structures of signal spaces and convolutional systems; Representation theory of groups, harmonic analysis and spectral theory for convolutional systems.

• EE 622 COMMUNICATION THEORY

Rate Distortion Theory, Channel Coding Theorems, Digital Modulation Schemes, Trellis Coded Modulation, Digital Transmission over Band limited Channels, Fading Multipath Channels, Synchronization. Analog Modulation Schemes, Optimum/ Suboptimum Receivers; Diversity Combining; Cellular Mobile Communication; Equalization.

• EE 623 DETECTION AND ESTIMATION THEORY

Classical Detection and Estimation Theory, Signal Representation, Detection of signals in Gaussian noise, Waveform estimation, Linear estimation problems, Wiener filtering, Kalman filtering.

• EE 628 TOPICS IN CRYPTOGRAPY AND CODING

Cryptography and error control coding in communication and computing systems. Stream and block ciphers; DES; public-key cryptosystems; key management, authentication and digital signatures. Codes as ideals in finite commutative rings and group algebras. Joint coding and cryptography.

• EE 658 FUZZYSET,LOGIC & SYSTEMS AND APPLICATIONS

Introduction, Uncertainty, Imprecision and Vagueness, Fuzzy systems, Brief history of Fuzzy logic, Foundation of Fuzzy Theory, Fuzzy Sets and Systems, Fuzzy Systems in Commercial Products, Research Fields in Fuzzy Theory, Classical sets and Fuzzy sets, Classical Relations, Fuzzy relations, Membership Functions, Fuzzy to crisp conversions, Fuzzy arithmetic, Numbers, Vectors and the extension principle, Classical logic and Fuzzy logic, Mathematical background of Fuzzy Systems, Classical (Crisp) vs, Fuzzy sets, Representation of Fuzzy sets, Types of Membership Functions, Basic Concepts (support, singleton, height, a-cut projections), Fuzzy set operations, S-and T- Norms, Properties of Fuzzy sets, Sets as Points in Hypercube, Cartesian Product, Crisp and Fuzzy Relations, Examples, Liguistic variables and hedges, Membership function design. Basic Principles of Inference in Fuzzy Logic, Fuzzy IF-THEN Rules, Canonical Form, Fuzzy Systems and Algorithms, Approximate Reasoning, Forms of Fuzzy Implication, Fuzzy Inference Engines, Graphical Techniques of Inference, Fuzzyifications/ DeFuzzification, Fuzzy System Design and its Elements, Design options. Fuzzy Events, Fuzzy Measures, Possibility Distributions as Fuzzy Sets, Possibility vs, Probability, Fuzzy Systems as Universal Approximators, Additive Fuzzy Systems (standard additive model).

• EE 601 MATHEMATICAL METHODS IN SIGNAL PROCESSING

Generalized inverses, regularization of ill-posed problems. Eigen and singular value decompositions, generalized problems. Interpolation and approximation by least squares and minimax error criteria. Optimization techniques for linear and nonlinear problems. Applications in various areas of signal processing.

• EE 604 IMAGE PROCESSING

Human visual system and image perception, monochrome & colour vision models, colour representation ; image sampling & quantization; 2-D systems; image transforms; image coding; stochastic models for image representation; image enhancement, restoration & reconstruction. Image analysis using multiresolution techniques.

• EE 605 INTRODUCTION TO SIGNAL ANALYSIS

Discrete and Continuous time signals and systems, LTI systems, Convolution, Difference equations. Frequency domain representation: Fourier transform and its properties. Random discrete signals. Sampling and reconstruction: Change of sampling rate. Normed vector spaces, basis, linear independence, orthogonality. Linear systems of equations. Over- and Underdetermined systems. Row- and Column spaces, Null spaces. Least square and minimum norm solutions. Inverse and pseudo inverse, Symmetry transformations. Eigenvectors and eigenvalues. Hilbert transforms, band pass representations and complex envelope. Base band pulse transmission, matched filtering, ISI, equalization. Coherent and noncoherent detection.

• EE 607 WAVELET TRANSFORMS FOR SIGNAL AND IMAGE PROCESSING

Basics of functional Analysis; Basics of Fourier Analysis; Spectral Theory; Time- Frequency representations; Nonstationary Processes; Continuous Wavelet Transforms; Discrete Time-Frequency Transforms; Multi resolution Analysis; Time-Frequency Localization; Signal Processing Applications; Image Processing Applications.

• EE 621 REPRESENTATION AND ANALYSIS OF RANDOM SIGNALS

Review of probability, random variables, random processes; representation of narrow band signals. Transmission of signals through LTI systems; Estimation and detection with random sequences; BAYES, MMSE, MAP, ML schemes. KL and sampling theorem representations, matched filter, ambiguity functions, Markov sequences, linear stochastic dynamical systems.

• EE 624 INFORMATION AND CODING THEORY

Entropy and mutual information, rate distortion function, source coding, variable length coding, discrete memoryless channels, capacity cost functions, channel coding, linear block codes, cyclic codes. Convolutional codes, sequential and probabilistic decoding, majority logic decoding, burst error-correcting codes.

• EE 673 DIGITAL COMMUNICATION NETWORKS

OSI model, queueing theory, physical layer, error detection and correction, data link layer, ARQ strategies, framing, media access layer, modelling and analysis of important media access control protocols, FDDI and DQDB MAC protocols for LANs and MANs, network layer, flow control & routing, TCP/IP protocols, ATM.

• EE 600 MATHEMATICAL STRUCTURES OF SIGNALS SYSTEMS

Nature of definitions; Theory of measurement and scales; Symmetry, invariance and groups; Groups in signals and systems; Algebraic and relational structures of signal spaces and convolutional systems; Representation theory of groups, harmonic analysis and spectral theory for convolutional systems.

• EE 622 COMMUNICATION THEORY

Rate Distortion Theory, Channel Coding Theorems, Digital Modulation Schemes, Trellis Coded Modulation, Digital Transmission over Band limited Channels, Fading Multipath Channels, Synchronization. Analog Modulation Schemes, Optimum/ Suboptimum Receivers; Diversity Combining; Cellular Mobile Communication; Equalization.

• EE 623 DETECTION AND ESTIMATION THEORY

Classical Detection and Estimation Theory, Signal Representation, Detection of signals in Gaussian noise, Waveform estimation, Linear estimation problems, Wiener filtering, Kalman filtering.

• EE 601 MATHEMATICAL METHODS IN SIGNAL PROCESSING

Generalized inverses, regularization of ill-posed problems. Eigen and singular value decompositions, generalized problems. Interpolation and approximation by least squares and minimax error criteria. Optimization techniques for linear and nonlinear problems. Applications in various areas of signal processing.

• EE 604 IMAGE PROCESSING

Human visual system and image perception, monochrome & colour vision models, colour representation ; image sampling & quantization; 2-D systems; image transforms; image coding; stochastic models for image representation; image enhancement, restoration & reconstruction. Image analysis using multiresolution techniques.

• EE 605 INTRODUCTION TO SIGNAL ANALYSIS

Discrete and Continuous time signals and systems, LTI systems, Convolution, Difference equations. Frequency domain representation: Fourier transform and its properties. Random discrete signals. Sampling and reconstruction: Change of sampling rate. Normed vector spaces, basis, linear independence, orthogonality. Linear systems of equations. Over- and Underdetermined systems. Row- and Column spaces, Null spaces. Least square and minimum norm solutions. Inverse and pseudo inverse, Symmetry transformations. Eigenvectors and eigenvalues. Hilbert transforms, band pass representations and complex envelope. Base band pulse transmission, matched filtering, ISI, equalization. Coherent and noncoherent detection.

• EE 607 WAVELET TRANSFORMS FOR SIGNAL AND IMAGE PROCESSING

Basics of functional Analysis; Basics of Fourier Analysis; Spectral Theory; Time- Frequency representations; Nonstationary Processes; Continuous Wavelet Transforms; Discrete Time-Frequency Transforms; Multi resolution Analysis; Time-Frequency Localization; Signal Processing Applications; Image Processing Applications.

• EE 621 REPRESENTATION AND ANALYSIS OF RANDOM SIGNALS

Review of probability, random variables, random processes; representation of narrow band signals. Transmission of signals through LTI systems; Estimation and detection with random sequences; BAYES, MMSE, MAP, ML schemes. KL and sampling theorem representations, matched filter, ambiguity functions, Markov sequences, linear stochastic dynamical systems.

• EE 624 INFORMATION AND CODING THEORY

Entropy and mutual information, rate distortion function, source coding, variable length coding, discrete memoryless channels, capacity cost functions, channel coding, linear block codes, cyclic codes. Convolutional codes, sequential and probabilistic decoding, majority logic decoding, burst error-correcting codes.

• EE 673 DIGITAL COMMUNICATION NETWORKS

OSI model, queueing theory, physical layer, error detection and correction, data link layer, ARQ strategies, framing, media access layer, modelling and analysis of important media access control protocols, FDDI and DQDB MAC protocols for LANs and MANs, network layer, flow control & routing, TCP/IP protocols, ATM.

• EE 600 MATHEMATICAL STRUCTURES OF SIGNALS SYSTEMS

Nature of definitions; Theory of measurement and scales; Symmetry, invariance and groups; Groups in signals and systems; Algebraic and relational structures of signal spaces and convolutional systems; Representation theory of groups, harmonic analysis and spectral theory for convolutional systems.

• EE 622 COMMUNICATION THEORY

Rate Distortion Theory, Channel Coding Theorems, Digital Modulation Schemes, Trellis Coded Modulation, Digital Transmission over Band limited Channels, Fading Multipath Channels, Synchronization. Analog Modulation Schemes, Optimum/ Suboptimum Receivers; Diversity Combining; Cellular Mobile Communication; Equalization.

• EE 623 DETECTION AND ESTIMATION THEORY

Classical Detection and Estimation Theory, Signal Representation, Detection of signals in Gaussian noise, Waveform estimation, Linear estimation problems, Wiener filtering, Kalman filtering.

• EE 627 SPEECH SIGNAL PROCESSING

Spectral and non-spectral analysis techniques; Model-based coding techniques; Noise reduction and echo cancellation; Synthetic and coded speech quality assessment; Selection of recognition unit; Model-based recognition; Language modelling; Speaker Identification; Text analysis and text-to-speech synthesis.

• EE 629 DIGITAL SWITCHING 