Basic Electronics and Lab

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Overview Introduction to Basic Electronics, Electronic Devices, Semi Conductor Diodes, Wave Shaping using Diodes, Zener Diode Characteristics, Transistor Biasing, H-Parameters, Frequency Analysis, Differential Amplifiers, Types of Feed Back, Characteristics of Operation Amplifier, Oscillatiors, Unit Junction Transistor (UJT).

Introduction to Linear Dynamical Systems

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Overview Contents: Overview Of Linear Dynamical Systems - Linear Functions - Linearization - Nullspace Of A Matrix - Orthonormal Set Of Vectors - Least-Squares - Least-Squares Polynomial Fitting - Multi-Objective Least-Squares - Least-Norm Solution - Examples Of Autonomous Linear Dynamical Systems - Solution via Laplace Transform And Matrix Exponential - Time Transfer Property - Markov Chain (Example) - Jordan Canonical Form - DC Or Static Gain Matrix - RC Circuit (Example) - Gain Of A Matrix In A Direction - Sensitivity Of Linear Equations To Data Error - Reachability, Controllable System - Continuous - Time Reachability

Convex Optimization I

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Overview Contents: Introduction - Guest-Logistics, Convex Functions - Vector Composition - Optimal And Locally Optimal Points - Linear-Fractional Program - Generalized Inequality Constraints - Lagrangian, Lagrange Dual Function - Complementary Slackness - Applications Section Of The Course-Statistical Estimation - Continue On Experiment Design - Linear Discrimination (Cont.),LU Factorization (Cont.) - Algorithm Section Of The Course - Continue On Unconstrained Minimization - Newton - Logarithmic Barrier-Interior-Point Methods

Convex Optimization II

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Overview Subgradient, cutting-plane, and ellipsoid methods. Decentralized convex optimization via primal and dual decomposition. Alternating projections. Exploiting problem structure in implementation. Convex relaxations of hard problems, and global optimization via branch and bound. Robust optimization. Selected applications in areas such as control, circuit design, signal processing, and communications.

Adaptive Signal Processing

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Overview Contents: Introduction to Adaptive Filters, Introduction to Stochastic Processes, Correlation Structure, FIR Wiener Filter, LMS Algorithm, Convergence Analysis, Sign LMS Algorithm, Block LMS Algorithm, Vector Space Treatment to Random Variables, Introduction to Linear Prediction, Lattice Filter and Recursions, Gradient Adaptive Lattice, RLS Lattice Recursions, Systolic Implementation, Singular Value Decomposition.

Circuits and Electronics

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Overview Introduction and lumped abstraction - Basic circuit analysis method (KVL and KCL mMethod) - Superposition, Thevenin and Norton - The digital abstraction - Inside the digital gate - Nonlinear analysis - Incremental analysis

Circuit Theory

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Overview Signals and Systems, Initial and Final Conditions, Step, Impulse and Complete Responses, Transformer Transform Domain Analysis, Network Theorems and Functions, Poles, Zeros and Network Response, Single and double Tuned Circuits, Two-port Networks, Insertion Loss.

Control Engineering

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Overview Introduction to control problem Industrial Control examples. Transfer function models of mechanical, electrical, thermal and hydraulic systems. System with dead-time. System response. Control hardware and their models: potentiometers, synchros, LVDT, dc and ac servomotors, tachogenerators, electro hydraulic valves, hydraulic servomotors, electropeumatic valves, pneumatic actuators. Closed-loop systems. Block diagram and signal flow graph analysis, transfer function.

Digital Integrated Circuits

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Overview Semiconductors, PN Junction Diodes, BJT, Schottky Transistor, Standard TTL Circuits, ECL Basic Operation, Heterojunction Bipolar Transistor, ECL, nMOS Logic Circuits, CMOS Inverter, CMOS SRAM, DRAM-CMOS and BiCMOS, GaAs MESFET Characteristics.