| Electrical and Computer Engineering | ECE | 401 | Quasi-Static Electric and Magnetic Fields | 3 OR 4 hours. | Static electric and magnetic fields. Material description, boundary value problems. Field energy, its conversion and scaling laws. Quasi-static fields, field diffusion, eddy currents, energy losses. 3 undergraduate hours. 4 graduate hours. Prerequisite(s): ECE 322. |
| Electrical and Computer Engineering | ECE | 407 | Pattern Recognition I | 3 OR 4 hours. | The design of automated systems for detection, recognition, classification and diagnosis. Parametric and nonparametric decision-making techniques. Applications in computerized medical and industrial image and waveform analysis. Same as BIOE 407. 3 undergraduate hours. 4 graduate hours. Prerequisite(s): MATH 220. |
| Electrical and Computer Engineering | ECE | 410 | Network Analysis | 3 OR 4 hours. | Matrix algebra for network analysis, network parameters, macromodeling, high-frequency measurements, network functions and theorems. Topics in computer-aided analysis. 3 undergraduate hours. 4 graduate hours. Prerequisite(s): MATH 310 and grade of C or better in ECE 310. |
| Electrical and Computer Engineering | ECE | 412 | Introduction to Filter Synthesis | 3 OR 4 hours. | Fundamentals of network synthesis, filter approximations and frequency transformations. Active filter synthesis using bi-linear and bi-quad circuits. Topics in computer-aided design. 3 undergraduate hours. 4 graduate hours. Prerequisite(s): Grade of C or better in ECE 310. |
| Electrical and Computer Engineering | ECE | 415 | Image Analysis and Computer Vision I | 3 OR 4 hours. | Image formation, geometry and stereo. Two-dimensional image analysis by fourier and other 2-D transforms. Image enhancement, color, image segmentation, compression, feature extraction, object recognition. 3 undergraduate hours. 4 graduate hours. Prerequisite(s): MATH 310 or a grade of C or better in ECE 310. |
| Electrical and Computer Engineering | ECE | 417 | Digital Signal Processing II | 0 TO 5 hours. | Computer-aided design of digital filters; quantization and round-off effects; FFT algorithms; number-theoretic algorithms; multirate signal processing; DSP architectures and programming. 4 undergraduate hours. 5 graduate hours. Prerequisite(s): ECE 317. |
| Electrical and Computer Engineering | ECE | 418 | Statistical Digital Signal Processing | 3 OR 4 hours. | Stochastic signal models, LMS identification, identification of signals from noise, Wiener filtering, blind separation of mixed signal, discrete Wavelet Transforms, compression and denoising, ceptral analysis. 3 undergraduate hours. 4 graduate hours. Prerequisite(s): ECE 317 and ECE 341. |
| Electrical and Computer Engineering | ECE | 421 | Introduction to Antennas and Wireless Propagation | 3 OR 4 hours. | Potential, antenna parameters, radiation from linear wires and loops, impedance, arrays, communication links and path loss, tropospheric propagation, fading and diversity. 3 undergraduate hours. 4 graduate hours. Prerequisite(s): ECE 225 and ECE 322. |
| Electrical and Computer Engineering | ECE | 423 | Electromagnetic Compatibility | 3 OR 4 hours. | EMC requirements for electronic systems. Nonideal behavior of components. Radiated and conducted emissions. Susceptibility. Coupling and shielding. Electrostatic discharge. System design for EMS. 3 undergraduate hours. 4 graduate hours. Prerequisite(s): MATH 310 and ECE 322. |
| Electrical and Computer Engineering | ECE | 424 | RF and Microwave Guided Propagation | 0 TO 5 hours. | Maxwell's equations, transmission lines, Smith chart, strip lines, rectangular and circular waveguides, TE and TM waves, wave impedance, resonators, two-portal parameters, power and energy considerations. 4 undergraduate hours. 5 graduate hours. Prerequisite(s): ECE 225 and ECE 322. |
| Electrical and Computer Engineering | ECE | 427 | Modern Linear Optics | 3 OR 4 hours. | Geometrical optics, wave optics, two-dimensional Fourier analysis, scalar diffraction theory, Fourier transforming properties of lenses, coherent and incoherent images, holography, electromagnetic optics, polarization and crystal optics, resonators. 3 undergraduate hours. 4 graduate hours. Prerequisite(s): ECE 310 and ECE 322. |
| Electrical and Computer Engineering | ECE | 431 | Analog Communication Circuits | 0 TO 5 hours. | Introduction to radio frequency circuit design: narrowband transistor amplifiers, impedance matching networks, oscillators, mixers, amplitude and frequency modulation/demodulation, phase-lock loop circuits, amplifier noise and stability analysis. Laboratory. 4 undergraduate hours. 5 graduate hours. Prerequisite(s): ECE 311 and ECE 340. |
| Electrical and Computer Engineering | ECE | 432 | Digital Communications | 3 OR 4 hours. | Source coding, quantization, signal representation, channel noise, optimum signal reception, digital modulation: ASK, PSK, FSK, MSK, M-ary modulation. Probability of error. Inter-symbol interference. 3 undergraduate hours. 4 graduate hours. Prerequisite(s): MATH 310, ECE 311 and ECE 341. |
| Electrical and Computer Engineering | ECE | 434 | Multimedia Systems | 3 OR 4 hours. | Multimedia systems; compression standards; asynchronous transfer mode; Internet; wireless networks; television; videoconferencing; telephony; applications. 3 undergraduate hours. 4 graduate hours. Extensive computer use required. Prerequisite(s): ECE 310. |
| Electrical and Computer Engineering | ECE | 435 | Wireless Communication Networks | 3 OR 4 hours. | Radio technology fundamentals; channel and propagation models; channel multiple access technologies; wireless mobile communication fundamentals; generic wireless mobile network; cellular/PCS wireless mobile network standards. 3 undergraduate hours. 4 graduate hours. Prerequisite(s): ECE 432 and ECE 333. |
| Electrical and Computer Engineering | ECE | 436 | Computer Communication Networks II | 3 OR 4 hours. | Explores integrated network architecture of service, control signaling and management, examples of high-speed LAN/WAN, next generation Internet and mobile wireless network. 3 undergraduate hours. 4 graduate hours. Extensive computer use required. Prerequisite(s): ECE 333. |
| Electrical and Computer Engineering | ECE | 437 | Wireless Communications | 3 OR 4 hours. | Cellular concept, frequency reuse, mobile radio propagation, channel fading, noise in analog communications, mobile radio channel equalization, multiple access techniques (FDMA, TDMA, CDMA), wireless networking. 3 undergraduate hours. 4 graduate hours. Prerequisite(s): ECE 311 and ECE 341. |
| Electrical and Computer Engineering | ECE | 442 | Power Semiconductor Devices and Integrated Circuits | 0 TO 5 hours. | Covers the physics of devices encountered in the power-electronic and switching converter systems. 4 undergraduate hours. 5 graduate hours. Credit is not given for ECE 442 if the student has credit for EECS 442. ECE 442 is a supplement for ECE 445 and ECE 545. Prerequisite(s): ECE 342 and ECE 346. |
| Electrical and Computer Engineering | ECE | 445 | Analysis and Design of Power Electronic Circuits | 0 TO 5 hours. | Analysis of different isolated and non-isolated power-converter topologies, understanding of power-converter components, switching schemes. 4 undergraduate hours. 5 graduate hours. Prerequisite(s): ECE 342 and a grade of C or better in ECE 310. |
| Electrical and Computer Engineering | ECE | 448 | Transistors | 3 OR 4 hours. | Bipolar junction transistors, electronic processes in surface-controlled semiconductor and dielectric devices. Metal oxide semiconductor filed effect transistors, surface and interface effects, diode lasers, integrated optoelectronic devices. 3 undergraduate hours. 4 graduate hours. Prerequisite(s): ECE 346. |
| Electrical and Computer Engineering | ECE | 449 | Microdevices and Micromachining Technology | 0 TO 5 hours. | Microfabrication techniques for microsensors, microstructures, and microdevices. Selected examples of physical/chemical sensors and actuators. Simulation experiments. Same as ME 449. 4 undergraduate hours. 5 graduate hours. Laboratory. Prerequisite(s): ECE 347; or consent of the instructor. |
| Electrical and Computer Engineering | ECE | 451 | Control Engineering | 3 OR 4 hours. | State-space representation of systems; realization theory; stability; performance; modern control design techniques, including: fuzzy, learning, adaptive and nonlinear control. 3 undergraduate hours. 4 graduate hours. Prerequisite(s): ECE 350. |
| Electrical and Computer Engineering | ECE | 452 | Robotics: Algorithms and Control | 3 OR 4 hours. | Kinematic and dynamic modeling of robots; configuration space; motion planning algorithms; control of robots; sensors and perception; reasoning; mobile robots. 3 undergraduate hours. 4 graduate hours. Prerequisite(s): CS 201; and a grade of C or better in ECE 210 or a grade of C or better in ECE 225. |
| Electrical and Computer Engineering | ECE | 458 | Electromechanical Energy Conversion | 0 TO 4 hours. | Electromagnetic forces and torque; magnetic circuits and transformers; DC machines; three-phase AC synchronous and induction machines; laboratory-demonstrations. Projects are required. 3 undergraduate hours. 4 graduate hours. Prerequisite(s): Grade of C or better in ECE 225. |
| Electrical and Computer Engineering | ECE | 465 | Digital Systems Design | 3 OR 4 hours. | Switching algebra, combinational circuits, Mux, ROM, DCD, PLA-based designs, advanced combinational circuit minimization techniques, sychronous and asynchronous squential circuit synthesis (minimization, hazards, races, state assignment) testing. 3 undergraduate hours. 4 graduate hours. Prerequisite(s): Grade of C or better in PHYS 142; and a grade of C or better in ECE 265 or a grade of C or better in CS 366. |
| Electrical and Computer Engineering | ECE | 466 | Advanced Computer Architecture | 3 OR 4 hours. | Design and analysis of high performance uniprocessors. Topics include arithmetic: multiplication, division, shifting; processor: pipelining, multiple function units. instruction sets; memory: caches, modules; virtual machines. Same as CS 466. 3 undergraduate hours. 4 graduate hours. Prerequisite(s): ECE 366 or CS 366. |
| Electrical and Computer Engineering | ECE | 467 | Introduction to VLSI Design | 0 TO 5 hours. | MOS, CMOS circuits VLSI technology, CMOS circuit characterization and evaluation. Static and dynamic MOS circuits, system design, faults, testing, and symbolic layout. Laboratory. 4 undergraduate hours. 5 graduate hours. Prerequisite(s): ECE 340. |
| Electrical and Computer Engineering | ECE | 468 | Analog and Mixed - Signal VLSI Design | 0 TO 5 hours. | Elementary transistor stages and analog components; low-power design; comparison of bipolar, CMOS, and BiCMOS; s-parameters and high-frequency ASIC design and modeling; RF wireless communication system components; behavioral modeling. 4 undergraduate hours. 5 graduate hours. Prerequisite(s): ECE 467. |
| Electrical and Computer Engineering | ECE | 469 | Computer Systems Design | 3 OR 4 hours. | Analysis and modeling of digital systems; hardware description languages; CAD tools for simulation, synthesis, and verification of computer systems. Project: a simple processor design. 3 undergraduate hours. 4 graduate hours. Same as CS 469. Prerequisite(s): CS 366; or ECE 366 and ECE 368. |
| Electrical and Computer Engineering | ECE | 491 | Seminar | 1 TO 4 hours. | Topics of mutual interest to a faculty member and a group of students. Offered as announced by department bulletin or the Timetable. May be repeated. Prerequisite(s): Consent of the instructor. |
| Electrical and Computer Engineering | ECE | 493 | Special Problems | 2 TO 4 hours. | Special problems or reading by special arrangement with the faculty. No graduation credit for students in the following: MS in Electrical and Computer Engineering or PhD in Electrical and Computer Engineering. Prerequisite(s): Consent of the instructor. |
| Electrical and Computer Engineering | ECE | 499 | Professional Development Seminar | 0 hours. | Graduating seniors will be provided with information regarding future career paths and will provide information regarding the program to be used for assessment purposes. Satisfactory/Unsatisfactory grading only. Prerequisite(s): Open only to seniors; and approval of the department. Must be taken in the student's last semester of study. |
| Electrical and Computer Engineering | ECE | 510 | Advanced Network Analysis | 4 hours. | Characterizations of networks. The indefinite-admittance matrix. Active two-port networks. Theory of feedback amplifiers. Stability of feedback amplifiers. Multiple-loop feedback amplifiers. Prerequisite(s): ECE 410. |
| Electrical and Computer Engineering | ECE | 513 | Advanced Analog Filter Synthesis | 4 hours. | The active biquad, sensitivity analysis, realization of active two-port networks, design of broadband matching networks, and the theory of passive cascade synthesis. Prerequisite(s): ECE 412. |
| Electrical and Computer Engineering | ECE | 515 | Image Analysis and Computer Vision II | 4 hours. | Image analysis techniques, 2D and 3D shape representation, segmentation, camera and stereo modeling, motion, generic object and face recognition, parallel and neural architectures for image and visual processing. Prerequisite(s): ECE 415; or consent of the instructor. |
| Electrical and Computer Engineering | ECE | 516 | Adaptive Digital Filters | 4 hours. | Properties of signals; optimal filters, Wiener and Kalman filters; signal modeling, adaptive filters channel equalizing, echo canceling, noise canceling, and linear prediction; filter properties. Prerequisite(s): ECE 317 and ECE 341. |
| Electrical and Computer Engineering | ECE | 517 | Digital Image Processing | 4 hours. | Operations on 2-D digital images: transforms, enhancement, restoration, warping, segmentation, registration, compression, water marking, steganography, and reconstruction from projection. Prerequisite(s): ECE 317 and ECE 341. |
| Electrical and Computer Engineering | ECE | 520 | Electromagnetic Field Theory | 4 hours. | Maxwell's equations. Potentials. Constitutive relations. Special relativity. Boundary conditions. Green's functions. Polarization. Radiation from antennas and charged particles. Waveguides and resonators. Exterior boundary - value problems. Prerequisite(s): ECE 421. |
| Electrical and Computer Engineering | ECE | 521 | Computational Electromagnetics | 4 hours. | Finite-element, finite-difference solution. Computer aided solutions: integral equations, method of moments, transform and iterative solutions. FD-TD, singularity expansion method. Practical problems in radiation and scattering. Prerequisite(s): ECE 520. |
| Electrical and Computer Engineering | ECE | 522 | Advanced Microwave Theory | 4 hours. | Microwave integrated circuits: analysis, design. Microwave devices: filters, cavities and phase shifters. Millimeter waves: components and circuits, millimeter wave applications. Prerequisite(s): ECE 420 and ECE 520. |
| Electrical and Computer Engineering | ECE | 523 | Advanced Antenna Engineering | 4 hours. | Radiation from helix and spiral; aperture antennas; linear and planar array synthesis; Hallen's and other methods for impedance; design of array feeds; reflector and lens antennas. Prerequisite(s): ECE 421 and ECE 520. |
| Electrical and Computer Engineering | ECE | 526 | Electromagnetic Scattering | 4 hours. | Exact solutions of exterior boundary-value problems. Low-frequency expansions. High-frequency methods, including geometrical and physical theories of diffraction. Hybrid techniques. Radar cross-sections. Prerequisite(s): ECE 520. |
| Electrical and Computer Engineering | ECE | 527 | Optical Electronics | 4 hours. | Optical resonators. Radiation and atomic systems. Laser oscillation. Laser systems. Parametric amplification and oscillation. Electrooptics and acoustooptics. Phase conjugate optics. Modulation, detection and noise. Prerequisite(s): ECE 520. |
| Electrical and Computer Engineering | ECE | 528 | Fiber and Integrated Optics | 4 hours. | Propagation in thin films and fibers. Mode launching, coupling, and losses. Sources, detectors, modulators, interferometers. Fabrication and measurement techniques. Fiber optics systems. Prerequisite(s): ECE 520 or the equivalent. |
| Electrical and Computer Engineering | ECE | 530 | Random Signal Analysis | 4 hours. | Probability for communications, properties and series representations of random processes, random processes through linear and non-linear systems, minimum MSE and maximum SNR systems. Prerequisite(s): ECE 341 or consent of the instructor. |
| Electrical and Computer Engineering | ECE | 531 | Detection and Estimation Theory | 4 hours. | Bayes, Neyman-Pearson and minimax detection for discrete and continuous time random processes. Estimation of random and non-random signal parameters. Estimation of signals. Prerequisite(s): ECE 418 or consent of the instructor. |
| Electrical and Computer Engineering | ECE | 532 | Advanced Digital Communications | 4 hours. | Characteristics of digitally modulated signals; digital signals in additive noise; communication over fading channels and with intersymbol interference; source and channel coding; synchronization; spread spectrum techniques. Prerequisite(s): ECE 432 or consent of the instructor. |
| Electrical and Computer Engineering | ECE | 533 | Advanced Computer Communication Networks | 4 hours. | Computer and telecommunication networks; integrated (data, voice, and video) services; network performance; Quality of Service provisioning. Prerequisite(s): ECE 333 and ECE 341; or consent of the instructor. |
| Electrical and Computer Engineering | ECE | 534 | Elements of Information Theory | 4 hours. | Entropy and mutual information, fundamentals of coding theory, data compression, complexity of sources, channel mutual information and capacity, rate distortion theory, information theory applications. Prerequisite(s): ECE 341 or consent of the instructor. |
| Electrical and Computer Engineering | ECE | 535 | Advanced Wireless Communication Networks | 4 hours. | 2nd generation: IS-95-based wireless mobile network; 2nd generation: GSM-based wireless mobile network; 2.5 generation: wireless mobile data/voice network; 3rd generation: broadband wireless mobile multimedia network. Prerequisite(s): ECE 435. |
| Electrical and Computer Engineering | ECE | 537 | Wireless Data Communications and Networking | 4 hours. | The course discusses data services evolution in (2G) wireless systems to achive specified data rates of 3G. The course focuses on wireless data services in the wide and local area networks Prerequisite(s): ECE 432 and ECE 435; and senior standing or above; or consent of the instructor. |
| Electrical and Computer Engineering | ECE | 540 | Physics of Semiconductor Devices | 4 hours. | Electrons in periodic lattice; equilibrium carrier distribution; energy band diagrams in junctions, in homogeneous semiconductors; recombination and generation; non-equilibrum processes, radiation and electric fields; diodes. Same as PHYS 540. Prerequisite(s): ECE 346 or the equivalent. |
| Electrical and Computer Engineering | ECE | 541 | Microelectronic Fabrication Techniques | 4 hours. | Current fabrication techniques of microelectronic technology; plasma and CVD processes; etching techniques; ion implantation; surface analytical methods. Same as ME 541. Prerequisite(s): ECE 347 or ECE 449. |
| Electrical and Computer Engineering | ECE | 542 | Advanced Semiconductor Devices | 4 hours. | Bipolar Transistor and Related Devices, MOSFET Transistor and Related Devices, MESFET and Related Devices, Quantum-Effect Devices, Photonic Devices. Prerequisite(s): ECE 540. |
| Electrical and Computer Engineering | ECE | 545 | Advanced Power-Electronics Design | 4 hours. | High-frequency-magnetics design and measurement, parasitics, modeling, estimation, and measurement, soft switching for DC-DC converters, distributed DC-DC converters, and design layout. Prerequisite(s): ECE 445. |
| Electrical and Computer Engineering | ECE | 550 | Linear Systems Theory and Design | 4 hours. | State variable description, linear operators, impulse response matrix, controllability, observability, reducible and irreducible realizations, state feedback, state observers and stability. Prerequisite(s): ECE 350. |
| Electrical and Computer Engineering | ECE | 551 | Optimal Control | 4 hours. | Optimal control of dynamic systems in continuous and discrete time, maximum principle, dynamic programming and constraints, learning systems. Prerequisite(s): ECE 550 or consent of the instructor. |
| Electrical and Computer Engineering | ECE | 552 | Nonlinear Control | 4 hours. | Nonlinear phenomena, linear and piecewise linear approximations, describing functions, servomechanisms, phase plane, limit cycles, Lyapunov's stability theory, bifurcation, bilinear control, vibrational control, learning systems. Prerequisite(s): ECE 550 or consent of the instructor. |
| Electrical and Computer Engineering | ECE | 553 | System Identification | 4 hours. | On-line and off-line identification of control systems in frequency and time domain, considering noise effects, nonlinearities, nonstationarities and distributed parameters. Prerequisite(s): ECE 550. |
| Electrical and Computer Engineering | ECE | 559 | Neural Networks | 4 hours. | Artificial neural networks, perceptron, backpropagation, Kohonen nets, statistical methods, Hopfield nets, associative memories, large memory networks, cognition. Same as CS 559. Prerequisite(s): Consent of the instructor. |
| Electrical and Computer Engineering | ECE | 560 | Fuzzy Logic | 4 hours. | Crisp and fuzzy sets; membership functions; fuzzy operations; fuzzy relations and their solution; approximate reasoning; fuzzy modeling and programming; applications; project. Prerequisite(s): Consent of the instructor. |
| Electrical and Computer Engineering | ECE | 565 | Physical Design Automation | 4 hours. | Computer-aided physical design of integrated circuits; circuit partitioning and placement; floorplanning; global and detailed routing; timing optimization; general optimization tools: local search, constraint relaxation. Same as CS 565. Prerequisite(s): CS 401; and CS 466 or ECE 465. |
| Electrical and Computer Engineering | ECE | 566 | Parallel Processing | 4 hours. | Parallel processing from the computer science perspective. Includes Architecture (bus based, lockstep, SIMD), Programming Languages (Functional, traditional and extensions), compilers, interconnection networks, and algorithms. Same as CS 566. Prerequisite(s): CS 466 or ECE 466; and CS 401. |
| Electrical and Computer Engineering | ECE | 567 | Advanced VLSI Design | 4 hours. | VLSI subsystem and system design: synthesis, design styles, design process, testing. Case Studies: switching networks, graphics engine, CPU. Projects use computer-aided design tools. Prerequisite(s): ECE 467. |
| Electrical and Computer Engineering | ECE | 568 | Advanced Microprocessor Architecture and Design | 4 hours. | Microprocessors; embedded control; processor core; system-on-chip; power-aware design; SMT design; Java processors; media processors; network processors; crypto processors; trusted processor architectures; architecture simulation. Extensive computer use required. Prerequisite(s): ECE 466 and consent of the instructor. |
| Electrical and Computer Engineering | ECE | 569 | High-Performance Processors and Systems | 4 hours. | Instruction-level parallelism, multiple-instruction issue, branch prediction, instruction and data prefetching, novel cache and DRAM organization, high-performance interconnect, compilation issues, case studies. Same as CS 569. Prerequisite(s): CS 466 or ECE 466; and graduate standing. |
| Electrical and Computer Engineering | ECE | 572 | Nanoscale Semiconductor Structures: Electronic and Optical Properties | 4 hours. | Electronic and optical properties of nanscale semiconductors and devices, carrier interactions in dimensionally-confined nanostructures, deformation potential, piezoelectric potential, polar-optical-phonon interaction potential. Prerequisite(s): PHYS 244 & ECE 346. Recommended background: Background in semiconductor device fundamentals such as covered in ECE 346 as well as the underlying physical principles as covered in PHYS 244. |
| Electrical and Computer Engineering | ECE | 594 | Special Topics | 4 hours. | Subject matter varies from term to term and section to section, depending on the specialities of the instructor. May be repeated. Students may register in more than one section per term. Prerequisite(s): Consent of the instructor. |
| Electrical and Computer Engineering | ECE | 595 | Departmental Seminar | 0 hours. | Seminar by faculty and invited speakers. Satisfactory/Unsatisfactory grading only. May be repeated. |
| Electrical and Computer Engineering | ECE | 596 | Individual Study | 1 TO 4 hours. | Individual study or research under close supervision of a faculty member. May be repeated. Students may register in more than one section per term. No graduation credit for students in the following: MS in Electrical and Computer Engineering and PhD in Electrical and Computer Engineering. Prerequisite(s): Consent of the instructor. |
| Electrical and Computer Engineering | ECE | 598 | M.S. Thesis Research | 0 TO 16 hours. | M.S. thesis work under the supervision of a graduate advisor. Satisfactory/Unsatisfactory grading only. May be repeated. Students may register in more than one section per term. Prerequisite(s): Consent of the instructor. For ECE majors only. |
| Electrical and Computer Engineering | ECE | 599 | Ph.D. Thesis Research | 0 TO 16 hours. | Ph.D. thesis work under supervision of a graduate advisor. Satisfactory/Unsatisfactory grading only. May be repeated. Students may register in more than one section per term. Prerequisite(s): Consent of the instructor. For ECE majors only. |