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Cullen College of Engineering
Department of Electrical and Computer Engineering

Chair: Dr. Wallace L. Anderson

Note: Nonengineering majors may not register for engineering courses except with the written permission of the dean.

Courses: Electrical and Computer Engineering (ECE)

6111: Graduate Seminar
Cr. 1. (1-0). May be repeated for credit.

6198:6298:6398:6498:6598: Research
Cr. 1-5 per semester or more by concurrent enrollment. Prerequisite: approval of chair.

6301: Sensor Design and Applications
Cr. 3. (3-0). Prerequisites: Consent of Instructor. Design, analysis and application of sensors used to measure physical quantities such as flow, level, temperature, pressure and density.

6310: Robotics: Models, Controls, and Sensors
Cr. 3. (3-0). Prerequisite: ECE 4375 or equivalent. The kinematics and dynamic modeling of robots as well as the development of algorithms for feedback control. Methods for force-torque sensing and robot vision will be presented.

6313: Neural Networks
Cr. 3. (3-0). Prerequisite: consent of instructor. Generalization of single-cell models to networks; network dynamics; feed-forward and recurrent additive, shunting equations; short-term memory; long-term memory; Hebbian and non-Hebbian learning rules; associative and competitive learning; adaptive resonance theory.

6315: Neural Computation
Cr. 3. (3-0). Prerequisites: Graduate standing and consent of instructor. Feed-forward neural networks; supervised and unsupervised learning radial basis neural networks; feedback neural networks; Boltzmann machine; recurrent back propagation; self- organizing feature maps; learning vector quantization; fuzzy learning vector quantization; applications of neural networks.

6316: Biological and Machine Vision
Cr. 3. (3-0). Prerequisite: graduate standing. Application of linear time invariant system theory to visual perception. Nonlinear dynamic modeling of visual processes. Neural network models for retinal and cortical processing. Theories of self-organization of receptive fields. Selected topics in brightness, color, texture, depth, and motion perception. Applications in computer vision.

6320: Knowledge-Based Systems in Electrical Engineering
Cr. 3. (3-0). Prerequisite: graduate standing in electrical engineering. Knowledge engineering, design of expert systems, LISP, frame-based and rule-based systems; survey of applications in electrical engineering; design project in an electrical engineering area.

6321: Data Communications and Networks
Cr. 3. (3-0). Prerequisite: consent of instructor. Transmission media, analog and digital signals, communications standards, LANs, contention strategies for shared transmission media, error detection and correction, multiplexing, flow control, network topologies, data security, ethernets, token rings, FDDI and ATM, WAN protocols, packet-switched networks and TCP/IP, ISDN.

6323: Optical Fiber Communications
Cr. 3. (3-0). Prerequisite: consent of instructor. Devices and systems in optical fiber communications: fiber dispersion and attenuation, fiber solitons, photodiodes, fiber amplifiers, SONET/SDH transport systems, and present and future multiwavelength networks.

6325: State-Space Control Systems
Cr. 3. (3-0). Prerequisite: ECE 4375 or consent of instructor. State-space description and analysis of linear systems, stability theory; computer-oriented problem formulation and solution.

6331: Advanced Telecommunications
Cr. 3. (3-0). Prerequisite: ECE 4371 or consent of instructor. Information theory concepts, channel capacity, detection of signals in noise, digital communications systems, TDM, waveform coding techniques, digital modulation techniques, error control coding, and data networks.

6332: Wireless Telecommunication Systems
Cr. 3. (3-0). Prerequisite: ECE 6331. Theory of data communications, GPS systems, spread-spectrum systems, HDTV systems, RF and microwave devices in communication systems.

6333: Signal Detection and Estimation Theory
Cr. 3. (3-0). Prerequisite: ECE 6337, ECE 6330, or consent of instructor. Optimal signal detection in additive noise; principles of estimation (Bayesian, maximum likelihood); linear estimation using Wiener and Kalman-Bucy filtering.

6335: Digital Control Systems
Cr. 3. (3-0). Prerequisite: ECE 4375. Analysis and synthesis of digital control systems: z-transform; pulse transfer functions; discrete-time response; frequency domain analysis; stability; root locus; frequency domain concepts.

6336: Advanced Microprocessor Systems
Cr. 3. (3-1). Prerequisite: ECE 4436 or consent of instructor. An introduction to the architecture and design of interfaces between microcomputers and peripheral devices. Required projects provide the students with realistic problems in the development of interfaces.

6337: Introduction to Stochastic Processes
Cr. 3. (3-0). Prerequisite: INDE 2333 or equivalent. Probability spaces, random variables, distributions, functions of random variables, conditioning, limit concepts, sampling, correlations and power spectral analysis, linear estimation, orthogonal projections.

6338: Topics in Optical and Ultrasonic Imaging
Cr. 3. (3-0). Prerequisite: ECE 6330 and consent of instructor. Diffraction theory, Fourier optics, optical image acquisition, principles of ultrasonic imaging, ultrasonic image acquisition, imaging systems applications.

6340: Intermediate Electromagnetic Waves
Cr. 3. (3-0). Prerequisite: ECE 4338. Maxwell's equations, properties of matter, radiation, reciprocity and equivalence theorems, waveguides, potentials, plane and cylindrical wavefunctions, Green's functions, asymptotic methods.

6341: Advanced Electromagnetic Waves
Cr. 3. (3-0). Prerequisite: ECE 6340. Spherical wavefunctions, the Watson transformation, stratified media, perturbational and variational techniques, scattering, integral equations, microwave network theory, and advanced solution techniques.

6342: Digital Signal Processing
Cr. 3. (3-0). Prerequisite: ECE 3366. Use of the DFT/FFT, design of FIR and IIR digital filters, homomorphic filters, two-dimensional digital signal processing, quantization and finite word length effects, and digital signal processing hardware.

6347: Advanced Topics in MOS Devices
Cr. 3. (3-0). Prerequisite: ECE 4339 or equivalent, or consent of instructor. Physics of MOS devices including the MOS capacitor and applications; long-channel MOSFET theory; MOSFET scaling and short-channel effects; hot carriers and reliability; SOI MOSFETs and CMOS; MOS memory; novel devices.

6349: Advanced Topics in Semiconductor Theory and Device Physics
Cr. 3. (3-0). Prerequisites: ECE 4339 or consent of instructor. Energy bands in semiconductors; carrier transport and optical properties; topics in Si MOS devices, III-V and opto-electronic devices; semiconductor defects.

6350: Numerical Solution Methods in Electromagnetics
Cr. 3. (3-0). Prerequisite: ECE 6340 or consent of instructor. Formulation and numerical solution of integral equations for scattering and radiation by thin wires, two- and three-dimensional conducting structures, bodies of revolution, dielectric bodies.

6351: Microwave Engineering
Cr. 3. (3-0). Prerequisite: consent of instructor. Transmission lines; waveguides; microstrip circuits; microwave circuit theory; scattering matrices; impedance transformers; passive microwave devices; resonators; microwave tubes; solid state active devices.

6352: Antenna Engineering
Cr. 3. (3-0). Prerequisite: consent of instructor. Antenna concepts: linear, aperture, and wire antennas; printed circuit radiators; frequency-independent antennas; measurement techniques.

6354: Digital Video in Telecommunications
Cr. 3. (3-0). Prerequisite: ECE 3366. Concepts, theory, and applications of digital video. Sampling of time-varying color imagery, compression, adaptive coding, modulation/coding for coaxial cable, ISDN standards, Quicktime and MPEG for digital multimedia, and video conferencing.

6355: Introduction to Well-Logging Techniques
Cr. 3. (3-0). Prerequisite: ECE 4337 or GEOL 4330 or PHYS 4321. Logging tools discussed include electrical resistivity, induction, acoustic, dielectric, natural gamma ray, neutron density, pulse neutron, NMR, and dipmeter. Various production tools are discussed along with well-log data transmission, processing, and recording.

6356: Electronic Circuit Design
Cr. 3. (3-0). Prerequisite: ECE 3456. Design of linear integrated circuits. Op-amp design and modeling. AC and DC op-amp parameters and their effects on designs. Electronics noise sources and their control. Design and simulation (using CCI-CAP and SPICE programs) of differential amplifiers, active filters, oscillators, and other linear and nonlinear circuits using linear integrated circuits.

6360: Geometrical Theory of Diffraction
Cr. 3. (3-0). Prerequisites: ECE 6340 and 6382. Geometrical theory of diffraction, modern geometrical optics, differential geometry, vector ray theory, high frequency antenna and scattering applications.

6364: Digital Image Processing
Cr. 3. (3-0). Prerequisite: ECE 6342. The nature of images; visual effects; acquisition of images; sampling, quantization, and two-dimensional linear processing; image enhancement and restoration; image coding; texture analysis; tomography.

6367: Computer Architecture and Design
Cr. 3. (3-0). Prerequisites: ECE 4436 and concurrent enrollment in ECE 6370 or consent of instructor. Principles of computer design and design evaluation, instruction sets, computer arithmetic and ALU design, CPU design, memory system and I/O design, error correction schemes, issues in building parallel processors.

6368: Industrial Power System Analysis
Cr.3. (3-0). Prerequisite: graduate standing. Industrial power system architecture and composition; voltage classes; voltage unbalance and deviation, and effects on equipment; power flow; voltage control and power factor improvement; fault analysis; control equipment for motors and generators; motor starting.

6369: Electrical Power Regulations And Standards
Cr.3. (3-0). Prerequisite: consent of instructor. Regulations and practices for design, maintenance requirements, and special equipment; National Electric Code applied in the industrial environment; standards and norms for induction and synchronous motors, generators, transformers, cables, switchgears and breakers; domestic and international standards for equipment and systems; state professional registration (not for Ph.D. credit).

6370: Advanced Digital Design
Cr. 3. (3-1). Prerequisite: consent of instructor. Design fundamentals and techniques using ASIC development and synthesis tools and FPGAs. Design of control units, arithmetic and logic units, memory and I/O subsystems and cache.

6373: Advanced Computer Architecture
Cr. 3. (3-0). Prerequisite: ECE 4436 and 5440 or consent of instructor. Parallel processing and multioperation machine organizations (multiprocessors, multifunction, pipeline and array machines). In-depth study of control units, processors, and memories.

6375: Measurement and Analysis Techniques in Stochastic Processes
Cr. 3. (3-0). Prerequisites: ECE 6337 or MATH 6382 and 6383; ECE 6342. Random time series; measurement of statistical parameters and related errors; analog and digital correlation and power spectrum computations; coherence and transfer function computations; complex demodulation; cepstrum and optimum filtering techniques for the extraction of signals from noise; general linear models of random time series; random data reduction techniques.

6376: Digital Pattern Recognition
Cr. 3. (3-0). Prerequisite: ECE 6337. Adaptive techniques for classifying patterns, Bayesian decision theory, parametric and nonparametric techniques, supervised and unsupervised estimation, feature selection, and clustering.

6377: Power Transmission And Distribution
Cr.3. (3-0). Prerequisites: ECE 4363, and co-registration in ECE 5127. Power transmission and distribution network architecture and composition; load curves; symmetrical components; parameters and equivalent circuits in symmetrical components for overhead and underground lines, transformers, generators and loads; substations; industrial networks; network steady-state analysis; faults; protection systems; switching equipment; voltage and power static control; surge voltages and protection. A term project will be required.

6378: Power System Analysis
Cr.3. (3-0). Prerequisites: ECE 5377 or ECE 6377. Power system architecture and composition; network matrices; power flow; economic operation; voltage and frequency control; fault analysis; voltage and angle stability. A term project will be required.

6380: Power Electronics And Electric Drives
Cr.3. (3-0). Prerequisite: ECE 4363. Power electronics; power semiconductor switches; converters and inverters; DC, induction and synchronous motor drives; industrial applications; harmonics and filtering.

6381: Industrial Substations And Switching Equipment
Cr.3. (3-0). Prerequisite: ECE 6368. Industrial substation configuration and composition; cable and busway system design, installation, protection and testing; switching apparatus fundamentals, types, design, operation, protection; substation planning, design, construction, automation, operation (not for Ph.D. credit).

6382: Engineering Analysis I
Cr. 3. (3-0). Prerequisite: ECE 3338. Analytical methods applied to electrical engineering problems; solution techniques involving complex variables, conformal mapping, residue calculus, asymptotic evaluation of integrals; solution of boundary-value problems by separation of variables and transform techniques; special functions.

6383: Engineering Analysis II
Cr. 3. (3-0). Prerequisites: ENGI 2332, 3331, and MATH 3363. Numerical techniques for solving engineering problems involving ordinary and partial differential and difference equations.

6385: Analog Input/Output Design
Cr. 3. (3-0). Prerequisite: ECE 3456 or 3457 or equivalent or consent of instructor. Design and applications of precision linear and nonlinear IC devices for analog signal acquisition, processing, filtering, and conversion.

6386: Power System Transients, Harmonics And Grounding
Cr.3. (3-0). Prerequisites: ECE 6368 and 6381. Switching transients and overvoltages: causes, effects, modelling, measurement; capacitor switching; harmonics: sources, characteristics, effects, filters; surge nature, insulation characteristics; system neutrals; arresters, grounding, static lightning protection; insulation coordination.

6387: Topics in Communication Systems
Cr. 3. (3-0). Prerequisite: ECE 6330, 6337, 6342 or consent of instructor. May be repeated for credit when topics vary. Modern communication techniques, fiber optics communication, spread-spectrum methods, frequency hopping, error-efficient coding, information theory, problems in angle modulation, nonlinear modulation theory, radar and sonar signal processing.

6389: Industrial Power System Management
Cr.3. (3-0). Prerequisite: ECE 6368. Planning: scope, requirements, component cost, cost estimation; reliability: fundamentals, equipment data, probability methods; interruption cost and economic analysis; maintenance, preventive measures; emergency and standby power, supply and stored energy systems; energy and load management, energy saving, conservation, cogeneration (not for Ph.D. credit).

6390: Linear Multivariable Control Systems
Cr. 3. (3-0). Prerequisite: ECE 6325 or consent of instructor. Multivariable systems modeling, similarity transformations, stability, structure theory, realization theory, state estimators and state feedback designs.

6394: Control System Component Design
Cr. 3 (3-0). Prerequisite: ECE 4375 or consent of instructor. Analysis and design of control system components; transfer function descriptions and determination of criteria for specifying and designing components of given control systems.

6395: Industrial Power Monitoring And Control
Cr.3. (3-0). Prerequisites: ECE 6368 and 6389. Monitoring and control system architecture, design options, modes of communication, equipment and installation cost; multifunctional microprocessor based systems; control integration, monitoring and protection systems (not for Ph.D. credit).

6396: Advanced Topics in Biomedical Engineering
Cr. 3. (3-0). Prerequisite: consent of instructor. May be repeated for credit when topics vary. Cardiovascular dynamics, electrocardiology, electromyography, neurophysiology, modeling, medical imaging, prosthetic devices, clinical assist and monitoring systems.

6397: Selected Topics
Cr. 3. (3-0). May be repeated for credit.

6399-7399: Master's Thesis
Cr. 3 per semester.

6466: Integrated Circuit Engineering
Cr. 4. (3-3). Prerequisite: ECE 4339. Design, fabrication and testing of integrated circuits. An individual research project is required.

7197:7397: Selected Topics
Cr. 1-3 per semester. (1-0; 3-0). May be repeated for credit.

7331: Nonlinear and Time-Varying Feedback Control Systems
Cr. 3. (3-0). Prerequisite: ECE 6325 or consent of instructor. Classical and state-space analysis.

7332: Design of Statistical Control Systems
Cr. 3. (3-0). Prerequisites: ECE 6325 and 6335 or consent of instructor. Synthesis of optimal stationary and time-varying linear control systems based upon random signal characteristics and statistical performance criteria. Adaptive control systems.

7333: Optimal Control Systems
Cr. 3. (3-0). Prerequisites: ECE 6325 and 6335 or consent of instructor. State-space approach for the design of optimal control systems using the classical variational approach and Pontryagin's maximum principle.

7334: Advanced Digital Control Systems
Cr. 3. (3-0). Prerequisites: ECE 6325 and 6335 or consent of instructor. Modeling of multi-rate, multi-variable sampled-data systems; balanced realization; stability; digital redesign; hybrid control; on-line control; self-tuning control; computational delays; computational algorithms.

7335: Robust Control Systems
Cr. 3. (3-0). Prerequisites: ECE 6390 and 7333 or consent of instructor. Internal stability; minimal realization; plant uncertainty; robust stability; robust performance; model-matching problems; state-space approach; H control of sampled-data systems.

7337: Industrial Power System Protection
Cr.3. (3-0). Prerequisite: ECE 6368. Protection tasks, requirements, principles, components; instrument transformers; protective systems: transformers, feeders, generators, motors, prime-movers, buses, switchgears, cables, transfer devices, busways, UPS, service supply lines and utility interties protection schemes; components, operation, faults, testing, maintenance, calibration.

7342: Advanced Topics in Signal Processing
Cr. 3. (3-0). Prerequisites: ECE 6342, ECE 6337 and consent of instructor. Survey of current research topics in signal processing, including topics of adaptive filters, spectral estimation, and multichannel signal processing.

7349: Advanced Topics in Microelectronics
Cr. 3. (3-0). Prerequisites: ECE 6466 and consent of instructor. Current research issues in the design, fabrication, testing and reliability of integrated circuits.

7364: Image Reconstruction and Medical Imaging
Cr. 3. (3-0). Prerequisite: ECE 6364. Reconstruction algorithms: backprojection, convolution, Fourier transform, ART, optimization methods, and true 3D reconstruction; image reconstruction from incomplete projections; 3D medical imaging and other applications; data acquisition and reconstruction methods in CT, PET, SPECT, Ultrasound, and MRI.

7366: Advanced Process Integration for Vlsi
Cr. 3. (3-0). Prerequisites: ECE 6466 or equivalent and consent of instructor. Process integration for application in Vlsi and Ulsi circuits; advantages and limitations of Nmos, Cmos, Bipolar and Bicmos technologies; process and device simulators.

7370: Parallel Computer Architecture
Cr. 3. (3-0). Prerequisite: ECE 6397. Design concepts for parallel architectures; parallel models and applications; system issues; routing modes; static network properties; packet routing; switch design; coherency; synchronization; consistency issues and case studies.

7373: Advanced Topics in Computer Architecture
Cr. 3. (3-0). Prerequisite: ECE 6373. Vector and array processing and their application in engineering problems.

7381: Power System Control and Stability
Cr. 3. (3-0). Prerequisite: ECE 6378. Development of physically-based dynamic models for synchronous machines, boilers, turbines, governors, and loads; excitation systems; the automatic generation control problem; system stability studies; interconnected system operation.

7396: Advanced Topics in Electromagnetic Waves
Cr. 3. (3-0). Prerequisite: consent of instructor. May be repeated for credit. Topics from the following: antenna theory, guided wave propagation, scattering theory, computer aided design, electromagnetic theory, microstrip circuits and antennas, high frequency methods, millimeter waves.

7397: Selected Topics
Cr. 3. (3-0). May be repeated for credit.

8198:8298:8398:8498:8598: Doctoral Research
Cr. 1-5 per semester or more by concurrent enrollment. Prerequisite: approval of advisor.

8311: Organized Graduate Research Discussions (also CIVE, INDE, MECE)
Cr. 3. (3-0). Prerequisite: doctoral standing. Group research discussions with the intent of broadening the education and background of the student by exposure to the related research activities in his/her field.

8399:8699:8999: Doctoral Dissertation
Cr. 3, 6, or 9 hours depending on the semester.