Graduate Courses

235-50l Graduate Seminar Non-Credit
Presentation of current engineering topics by faculty, students and guest speakers. (2 semesters)


235-502 Engineering Analysis A 3 Credits
Ordinary differential equations, finite differences and their applications to engineering problems. Fourier series and integrals, Laplace transform, partial differential equations, Bessel & Legendre polynomials.


235-503 Engineering Analysis B 3 Credits
Course treats vector calculus, vector fields, dyadics, tensors, boundary value problems, solutions to linear homogeneous boundary value problem, separation of variables method, Bessel function, Legendre polynomials, Hankel functions in homogeneous boundary conditions and Green�s functions, two-dimensional potential problem and conformal mapping, introduction to non-linear differential equations and variations and perturbation methods.


235-504 Advanced Power Electronics 3 Credits
Course emphasizes inverters, applications and design; line-frequency, switch-mode and resonant converters, power supply applications; dc motors, induction motors, synchronous motors and step motor drives, residential and industrial applications, optimal utility interface, semiconductor devices and practical converter design applications, emerging devices and circuits, computers in power electronics.


235-505 Power System Control 3 Credits
Presents and discusses elementary constrained optimization, optimum operating strategies, control system structure, megawatt frequency control, megavar voltage control, optimum systems control, power-pool control, contingency analysis and power systems state estimation.


235-506 Advanced Power Systems Analysis 3 Credits
Stochastic methods in power system analysis, energy functions for power system analysis, voltage control and voltage stability, applications of neural networks and expert systems to power systems, parallel processing in power systems.


235-507 Computer-Aided Power Systems Control 3 Credits
Computer application to operation, control and analysis of power systems. Topics include load flow, load forecasting, unit commitment, load scheduling, network modelling, fault study, transient stability analysis, reliability, future expansion of systems, security and contingency analysis, on-line dispatch techniques and state estimation in power systems.


235-508 Intelligent Systems Engineering Applications 3 Credits
Overview of artifical intelligence, representation of knowledge rule based expert systems, introduction of expert system languages such as LISP, OPS series and PROLOG. Basic concepts of fuzzy theory relations, regression models, mathematical programming. Introduction to neural networks, learning architectures. Applications of neural networks, expert system, fuzzy systems to control, communications and power systems.


235-509 Linear Digital Control Systems I 3 Credits
Topics include writing systems equations, system representation, control system characteristics, root locus, frequency response, closed loop performance, root locus compensation, and cascade and feedback compensation; discrete equivalents of continuous systems, design of digital control using transform techniques.


235-5l0 Linear Digital Control Systems II 3 Credits
Covers closed loop pole-zero assignment, parameter sensitivity, Liapunov's method, introduction to modern control, optimal design by use of quadratic performance, multivariable control observers and tracker and digital control systems; system identification, sample rate selection and nonlinear digital control.


235-520 Electromagnetic Theory 3 Credits
Topics include plane, cylindrical, and spherical wave functions, reflection, refraction, scattering, radiation and radiating systems, interference phenomena, relativistic electrodynamics, and some special topics.


235-525 Microwave Transmission and Radiation 3 Credits
Covers various microwave transmission structures, linear passive devices, solid-state and electron-beam devices and microwave processing networks leading to the state-of-art in microwaves and radiation.


235-526 Antenna Theory 3 Credits
Topics include aperture and frequency independent antennas, array analysis and synthesis, applications.


235-527 Array Theory 3 Credits
In-depth study of array analysis and synthesis, covering all conceptually different array types; development is centered around antenna arrays, but the theory is general enough for all wave-producing arrays.


235-531 Solid State Physics I 3 Credits
Introduction to the quantum mechanics of crystalline solids. Topics include: classical Drude theory and quantum mechanical Sommerfeld models of electrons in metals, crystal lattices and the concept of the Bravais lattice, determination of crystal structures by X-ray diffraction, electrons in a periodic potential, Bloch's Theorem, quantum mechanics of electrons in a weak periodic potential, band structures of selected metals and semiconductors and elementary transport phenomena in metals and semiconductors. Prereq.: working knowledge of introductory quantum mechanics and intermediate electromagnetic theory.


235-532 Solid State Physics II 3 Credits
Continuation of 235-531 with emphasis on the physics of semiconductors. Topics include: an introduction to lattice birations and phonons in crystalline solids, introduction to the physics of semiconductors, concept of effective mass in semiconductors, electrons and holes in semiconductors, carrier statistics, optical properties of semiconductors and metals, and introduction to the quantum mechanics of superlattices and quantum well structures. Prereq.: 235-531.


235-533 Microelectronics 3 Credits
Analysis of modern processing methods and technology in the manufacture of microelectronic devices. Topics include device structure, diffusion theory, dynamics of oxide growth, effects of change and contamination levels on device parameters, ion implantation, measurement techniques, elipsometry and future process technology.


235-534 Electro-Optics 3 Credits
Topics include lasers from physical phenomena to applications.


235-535 Solid State Devices 3 Credits
Course applies the concepts of solid state physics to electronic devices. Concepts of doping, electron transport and junction formation are discussed. Emphasis placed on understanding semiconductor-semiconductor unctions, metal-semiconductor junctions and metal oxide semiconductor junctions; discusses relative merits of each type of junction.


235-536 Solid State Microwave Devices 3 Credits
Covers theories of solid state devices at microwave frequencies. Transfer-electron and avalanche diodes, transistors, device-circuit interactions.


235-537 Solid State Devices II 3 Credits
Expands on 235-535. Covers basic device structures of junction diodes, bipolar transistors (BJTs), field effect transistors (FETs), Schottky diodes, metal oxide transistors (MOS) will be reviwed.As time permits, advanced structures, such as resonant tunneling, microwave diodes and high-speed transistors will be presented. Where possible, course will be geared to device issues graduate students are investigating in the laboratory.


235-54l Probability and Random Variables 3 Credits
Axioms of probability measure, random variables, functions of random variables, stochastic processes, stationary and ergodic processes, correlation and power spectrum, linear mean- square estimation, application.


235-542 Communication Theory I 3 Credits
Covers statistical decision theory; optimum receiver principles for vector channels with additive white Gaussian noise; performance of various digital modulation techniques; binary and M-ary orthogonal signals for coherent and noncoherent communications systems; communications in fading media.


235-543 Communication Theory II 3 Credits
Topics include bounds on performance of communication systems, union bounds and Chernoff bounds; analysis of convolutional codes, Viterbi algorithm and sequential decoders; quantization effects; performance of communication systems with combined modulation and coding over Gaussian and fading dispersive channels.


235-544 Introduction to Coding Theory II 3 Credits
Design and characterization of error correction and detection codes, encoder and decoder design, and forward and ARQ error correction concepts.


235-545 Introduction to Detection and Estimation Theory 3 Credits
Statistical detection theory; signal and parameter estimation theory; likelihood-ratio decision rules; Bayes, maximum-likelihood, maximum-a-posterior, Neyman-Pearson, and minimum-error criteria; Cramer-Rao Bound; unbiased estimators; Kalman and Weiner filters, estimators; simple and composite hypothesis testing.


235-547 Telecommunications I 3 Credits
Review of probability, random variables, random processes and queuing theory with applications to telecommunication networking and traffic engineering (i.e., arrival processes, ccs, erlangs, etc.). Introduces fundamental telecommunication networks and channel models including satellites, microwave, coaxial cable and fiber optical channels. Fundamentals of telephony, switching and networking including message circuit and packet switching; digital switching theory and techniques; wide area networks (WAN), public data networks, local area networks (LAN), layered network architecture, protocols and ISO reference.


235-548 Telecommunications II 3 Credits
Detailed treatment of advanced topics in telecommunication systems engineering, including formal protocol specification and verification techniques, protocol designs including virtual terminal and file transfer protocols; packet switching concepts and standards including APARNET, x25, x75 and packet assembly dissemble (PAD) standards (i.e., x3, x28, x29); advanced networking concepts including routing, congestion and flow control; local area networking topics such as topologies, protocols and design and implementation issues.


235-55l Network Theory I 3 Credits
Presents fundamental concepts of network analysis synthesis of real functions characteristics of real functions, properties of 2-port networks, synthesis of voltage transfer functions and transfer matrix synthesis of grounded multiports.


235-552 Network Theory II 3 Credits
Course focuses on immittance of RLC networks, series parallel realization, Darlington synthesis, cascade l-port synthesis, even port synthesis, and three terminal RC networks with arbitrary gain.


235-555 Advanced Digital Control 3 Credits
Examines quantization effects, system identification, multivariable and optimal control, and sample rate selection; nonlinear digital control, describing functions; adaptive control.


235-561 Signal Processing I 3 Credits
Topics include continuous-time and discrete-time linear time invariant systems; Fourier series and transforms, Z-transforms; DFTs and FFTs; frequency response; finite impulse response (FIR) and infinite impulse response (IIR) digital filter response digital filter characterization, design and analysis; windowing and window functions; quantization and finite word-length effects.


235-562 Signal Processing II 3 Credits
Course covers adaptive signal processing concepts; Wiener filters and normal equations; forward and backward linear prediction, Levinson-Durgin recursion, and Lattice Predictors; adaptive transveral filters and algorithms (steepest-descent, LMS, LS, RLS, FLS, etc.); adaptive lattice filters and algorthms (BURG, GAL, LSLS, FAST, etc.); joint prcoess estimation; adaptive arrays.


235-564 Communications and Signal Processing Lab I 3 Credits
Practical and hands-on experience in fundamental concepts of communications and signal processing geared to help develop tools and techniques for research and practice. Focus on simulation methodologies and techniques, system modeling for design and performance analysis, and use of modern laboratory equipment such as spectrum analysers, signal generators, oscilloscopes, array processors, personal computers, and related software.


235-567 Communications and Signal Processing Seminar 3 Credits
Presentation and discussion of current communications and signal processing topics obtained from a variety of sources: guest speakers, projects and theses of graduate students and relevant publications.


235-591 Engineering Project 3 Credits
An engineering design and analysis investigation at the master�s level. Topic to be decided between student and advisor and should be relevant to student�s specialty area. The project plus the comprehensive examination are to demonstrate the student�s mastery of theory and laboratory skills.


235-599 Thesis Credit Varies



235-603 Advanced Control Theory 3 Credits
Topics include the following: state variable description of dynamic systems, solutions of differential and difference equations by transition matrix, control-ability and observability of linear systems, perturbation for nonlinear systems, stability of nonlinear systems, Liapunov�s direct method, realization of transfer matrices by state equations, state and output feedbacks, pole assignment; reconstruction of state from of state from output; optimal control, robustness of multivariable feedback systems.


235-604 Optimization Theory 3 Credits
Examines theorems on extremum. Applications of the theorems, illustrative problems, theorems on necessary conditions for extremum of functions and functionals, theorems on sufficient conditions for extremum of functions and functionals, simplex method for solving linear programming problems, dynamic programming and decomposition theorem, iterative method for optimization.


235-605 Optimal Control 3 Credits
Addresses the optimal principle, special cases of the optimal principle, illustrative problems, linear regulator and Riccati equation, discrete optimal principle, power spectrum density. Theorem on the necessary and sufficient condition for an optimal filter, design of the optimal filter, illustrative problems.


235-611 Detection Theory 3 Credits
Course emphasizes statistical detection theory, hypothesis testing, optimum decision rule, Bayes criterion, Nayman-Pearson criterion, minmax testing, multiple observation, composite hypothesis testing, sequential detection.


235-6l2 Estimation and Filtering 3 Credits
Covers Gaussian and Markov processes, stochastic differential equations, single and multiple-observation decision theory. Bayesian estimation theory, maximum likelihood estimation, optimum linear filtering, smoothing and prediction, nonlinear estimation.


235-613 Information and Coding Theory 3 Credits
Presents measures of information; Shannon theorems for noiseless and noisy channel coding; channel capacity; techniques for block coding and decoding, Hamming codes, cyclic codes, BCH codes, Berlekamp-Massey decoding algorithm.


235-629 Numerical Techniques for Electromagnetics 3 Credits
Arrangement of electromagnetic field equations for numerical solution methods is covered. Iterative methods, moments method, characteristic modes methods, and geometric diffraction techniques are covered.


235-635 Quantum Electronics 3 Credits
Study of interaction of atomic systems with high frequency radiation and optical radiation fields, utilization of these phenomena for coherent amplification and generation of radiation, nonlinear phenomena involving radiation fields, and principles of operations of lasers and masers.


235-637 Superconductivity and Superconducting Devices 3 Credits
Applied analysis of superconducting devices. Prereq.: 262-22l.


235-680 Readings and Research in Engineering I 3 Credits



235-681 Readings and Research in Engineering II 3 Credits



235-686 Special Topics in Power Systems A 3 Credits



235-687 Special Topics in Power Systems B 3 Credits



235-688 Special Topics in Signal Processing A 3 Credits



235-689 Special Topics in Signal Processing B 3 Credits



235-69l Special Topics in Controls A 3 Credits



235-692 Special Topics in Controls B 3 Credits



235-693 Special Topics in Communications A 3 Credits



235-694 Special Topics in Communications B 3 Credits



235-695 Special Topics in Microwaves A 3 Credits



235-696 Special Topics in Microwaves B 3 Credits



235-697 Special Topics in Semiconductors A 3 Credits
Advanced topics in semiconductor material characterization. Prereq.: 235-532.


235-698 Special Topics in Semiconductors B 3 Credits
Advanced topics in devices and circuits. Prereq.:235-532.


235-699 Ph.D. Dissertation Credit varies




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