Iowa State University Courses and Programs 1999-2001

Courses and Programs Index | 1999-2001 Catalog Index | Schedule of Classes | Registrar's Homepage
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Electrical Engineering (E E)
Courses Primarily for Undergraduate Students

E E 166. Professional Programs Orientation
(1-0) Cr. R. F.S. Orientation course for students selected to the professional programs in electrical engineering and computer engineering. Overview of the nature and scope of electrical engineering and computer engineering professions. Portfolio construction. Departmental rules, advising center operations, degree requirements, program of study planning, career options, and student organizations.

E E 201. Electric Circuits
(3-2) Cr. 4. F.S. Prereq: Enrollment or credit in Math 267 and Phys 222. Basic circuit elements including power and energy relationships. Network theorems. Loop and nodal methods. DC, sinusoidal steady-state, and transient analysis. Operational amplifiers AC power. Introduction to state space. PSPICE. Laboratory instrumentation and experimentation.

E E 202. Circuits and Systems
(3-0) Cr. 3. F.S. Prereq: 201, Math 267. Balanced three-phase circuit analysis. Mutual inductance. Transformers. Circuit analysis using Laplace transforms. Transfer functions. Frequency response. Bode plots. Convolution. Fourier series with circuit applications. Two-port circuits. Basic filter concepts.

E E 213. Electromagnetics Applications in Computer Systems
(3-0) Cr. 3. F.S. Prereq: Phys 222, Math 265 or 270. Fundamentals of electrostatic and magnetostatic fields. Magnetization and application to magnetic data storage media. Grounding, radio-frequency interference, noise. Electrostatic and magnetic shielding. Transmission line analysis, propagation of pulse-type signals, effects of mismatched terminations, periodic loading of lines.

E E 251. Introduction to Modern Power Systems
(3-0) Cr. 3. F.S. Prereq: Credit or enrollment in 202. Power system structure and components. Power system operation. Types of motor loads. Dynamics of DC motors. Applications of engineering probability and statistics in electrical subsystems.

E E 264. Introduction to Space Systems and Science
(Same as Aer E 264.) (3-0) Cr. 3. Prereq: Phys 221. Space environment. Launch vehicles. Orbital mechanics. Spacecraft systems including communications, power, guidance, commands and data processing. Science from space including astronomy, geology, earth observing, and planetary exploration.

E E 298. Cooperative Education
Cr. R. F.S.SS. Prereq: Permission of department chair; sophomore classification. Required of all cooperative education students. Students must register for this course prior to commencing each work period.

E E 312. Introduction to Electromagnetic Fields
(3-0) Cr. 3. F.S. Prereq: 201, Phys 222. Fundamentals and applications of electric and magnetic fields. Maxwell’s equations, wave solutions, interaction of fields and materials, electrostatics and magnetostatics, potentials, capacitance and inductance, energy, force, torque. Introduction to numerical techniques for problems having complex geometry. Nonmajor graduate credit.

E E 313. Electromagnetic Fields and Waves
(3-0) Cr. 3. F.S. Prereq: 202, 312. Magnetic induction. Uniform plane electromagnetic waves; reflection and transmission at planar interfaces; Poynting vector; propagation in lossless and lossy media; dispersion. Transmission lines under transient and sinusoidal steady-state conditions. The Smith chart. Guided waves. Introductory radiation and antenna concepts. Nonmajor graduate credit.

E E 321. Continuous Signals and Systems
(3-0) Cr. 3. F.S. Prereq: 202, credit or enrollment in Math 273. Classification of signals and systems; basic signal manipulation and system properties; time domain analysis of continuous time LTI systems; Laplace Transform and its use in LTI system analysis; transfer functions and feedback; frequency response and analog filters; Fourier Series representation and properties; continuous time Fourier Transform; spectral analysis and AM modulation; state space analysis. Nonmajor graduate credit.

E E 324. Discrete Signals and Systems
(3-0) Cr. 3. F.S. Prereq: 321. Examples of discrete time signals and systems; time domain analysis of discrete time LTI systems; Z-Transform analysis of LTI systems; transfer functions and stability; discrete time system frequency response and digital filters; discrete time Fourier Series; discrete time Fourier Transform and DFT; sampling and sampling theorem; communication systems; amplitude and frequency modulation and demodulation; time and frequency division multiplexing. Nonmajor graduate credit.

E E 332. Semiconductor Materials and Devices
(Same as Mat E 332) (3-0) Cr. 3. S. Prereq: Mat E 231 or E E 333 and credit or enrollment in E E 312or Phys 222. Introduction to semiconductor material and device physics. Quantum mechanics and band theory of semiconductors. Charge carrier distributions, generation/recombination, transport properties. Physical and electrical properties and fabrication of semiconductor devices such as MOSFETs, bipolar transistors, laser diodes and LED’s. Nonmajor graduate credit.

E E 333. Electronic Devices and Circuits
(3-3) Cr. 4. F.S. Prereq: 201, Cpr E 210. Operational amplifier models and applications. DC, large-signal, and small-signal frequency-independent and frequency-dependent models and characteristics for diodes, bipolar-junction transistors, and field-effect transistors. SPICE simulation applied to electronic circuit analysis and design. IC technology for MOS and bipolar circuit design. Characteristics of IC logic families. Laboratory design projects. Nonmajor graduate credit.

E E 391. The Engineering Professional
(1-0) Cr. 1. F.S. Prereq: Junior classification. Portfolio evolution and evaluation. Selected topics of interest to the engineering professional such as independent consulting, ethics, professional liability, intellectual property, business plans, venture capital, product licensing, products liability, contracts, paper and proposal writing and publishing, and teamwork. Nonmajor graduate credit.

E E 396. Summer Internship for International Students
Cr. R. SS. Prereq: Permission of department. Summer professional work period for international students.

E E 397. Engineering Internship
Cr. R. F.S. Prereq: Permission of department chair. One semester maximum per academic year professional work period.

E E 398. Cooperative Education
Cr. R. F.S.SS. Prereq: Permission of department chair; junior classification. Required of all cooperative education students. Students must register for this course prior to commencing each work period.

E E 408. Interdisciplinary Problem Solving
(Same as BusAd 408, I E 408, I Tec 408.) (3-0) Cr. 3. F.S. Prereq: Junior or senior standing. Use the Theory of Constraints as a way of approaching problem solving, win-win negotiation, project planning and effective delegation in the context of engineering/business systems. Team projects are aimed at improving design outcomes. Nonmajor graduate credit.

E E 409. Interdisciplinary Systems Effectiveness
(Same as BusAd 409, I E 409, I Tec 409.) (3-0) Cr. 3. F.S. Prereq: Junior of senior standing. Focus on functions that determine the effectiveness of an entire organization. Generic Theory of Constraints solutions to production, distribution, project management are compared to traditional solutions. Strategy for improvements discovered using simulations and group projects. Nonmajor graduate credit.

E E 414. Microwave Engineering
(Dual-listed with 514.) (3-3) Cr. 4. F. Prereq: 333, 312. Principles, analyses, and instrumentation used in the microwave portion of the electromagnetic spectrum. Wave theory in relation to circuit parameters. S parameters, couplers, discontinuities, and microwave device equivalent circuits. RF amplifier design, microwave sources, optimum noise figure and maximum power designs. Microwave filters and oscillators. Nonmajor graduate credit.

E E 417. Electromagnetic Radiation, Antennas, and Propagation
(Dual-listed with 517.) (3-3) Cr. 4. S. Prereq: 313. Wave polarization. Fundamental antenna concepts. Radiation from wire-and aperture-type sources. Radio transmission formulas. Antenna arrays. Modern antenna topics. Practical antenna design. Antenna noise. Radiowave propagation in the presence of the earth and its atmosphere. Antenna measurements and computer aided analysis. Nonmajor graduate credit.

E E 421. Communication Systems I
(3-0) Cr. 3. S. Prereq: 324. Frequency domain analysis. Spectral filtering. Linear modulation: signals, receivers, transmitters. Angle modulation systems. Sampling theorem and sampling practice. Frequency division multiplex. Calculation of signal-to-noise ratios. System comparisons. Nonmajor graduate credit.

E E 422. Communication Systems II
(3-0) Cr. 3. F. Prereq: 421 and enrollment in 423. Pulse modulation systems. Noise analysis. Quantization and pulse-code modulation. Time division multiplex. Information theory, coding. Data transmission: spectral shaping, transmission impairments, error rates. Comparison and evaluation of modulation schemes for data transmission. Nonmajor graduate credit.

E E 423. Communication Systems Laboratory
(0-3) Cr. 1. F. Prereq: 421, enrollment in 422. Construction and evaluation of modulators, demodulators, modems, and other components for analog and digital communications. Design and evaluate baseband communications. Noise measurement. Design and construction of a communication circuit. Nonmajor graduate credit.

E E 424. Introduction to Digital Signal Processing
(3-3) Cr. 4. S. Prereq: 324. Discrete time linear systems. Z-transforms. Sampling. Discrete Fourier transform. Linear and circular convolution using the DFT. Decimation and interpolation. Fast Fourier algorithms. Design of IIR and FIR filters. Realization of discrete time systems and computational complexity. Quantization effects in digital signal processing. Simulation and real-time laboratory experiments illustrating DSP principles and applications. Nonmajor graduate credit.

E E 431. Introduction to Microelectronics Fabrication
(Same as Mat E 431.) (2-4) Cr. 4. Semester: varies. Prereq: E E 332 or Mat E 332. An introduction to microelectronic device fabrication with hands-on laboratory experience. Students design, fabricate, and evaluate basic semiconductor materials and devices. Electronic materials processing techniques, deposition and growth, etching and photolithography, are emphasized. Materials concerns such as electron migration, contacting, film stress, barrier properties and dielectric quality are also covered. Materials fee. Nonmajor graduate credit.

E E 434. Analog Integrated Circuits I
(3-3) Cr. 4. F. Prereq: 333. Analog VLSI circuit design. Semiconductor processes and fabrication. Device models, simulation and CAD tools. Analog building blocks. Opamp and comparator design, voltage references and noise analysis. Nonmajor graduate credit.

E E 435. Analog Integrated Circuits II
(3-3) Cr. 4. S. Prereq: 434. Switched-capacitor circuits and filters, Nyquist-rate D/A and A/D converters, over-sampling data converters, integrated continuous time filters, phase-locked loop. Nonmajor graduate credit.

E E 436. Digital Integrated Circuits
(3-3) Cr. 4. F.S. Prereq: 333. Medium- and large- scale integrated circuits. Integrated circuit memories: comparison of various technological constraints, and memory-system design. Displays, analog switches, A/D and D/A. Design and implementation of digital logic systems and interfaces. Design laboratory. Nonmajor graduate credit.

E E 438. Optoelectronic Devices and Applications
(3-0) Cr. 3. F. Prereq: 313, 332. Modulation of light, display devices, light-emitting diodes, LASER operating principles and applications, photo-detectors, solar cells, optoelectronic modulation and switching devices, fiber optical waveguides, non-communication applications of fibers, miscellaneous applications of optoelectronics, introduction to optoelectronic integrated circuits. Nonmajor graduate credit.

E E 441. Introduction to Circuits, Instruments, and Electronics
(3-2) Cr. 4. F.S.SS. Prereq: Phys 222, Math 266 or 267. Circuit analysis using network theorems and Laplace transform techniques. Transient and sinusoidal steady-state circuit behavior. Diode circuits. Transistor amplifiers. Operational amplifiers. Other selected topics. Nonmajor graduate credit.

E E 442. Introduction to Circuits and Instruments
(3-3) Cr. 2. Half-semester course. F.S.SS. Prereq: Phys 222, Math 267. Basic circuit analysis using network theorems with time domain and Laplace transform techniques for resistive, resistive-inductive, resistive-capacitive, and resistive-inductive-capacitive circuits. Transient circuit behavior. Basic operational amplifiers and applications. Familiarization with common E E instrumentation and demonstration of basic principles. Nonmajor graduate credit.

E E 448. Introduction to AC Circuits and Motors
(3-2) Cr. 2. Half-semester course. F.S. Prereq: 202 or 441 or 442. Magnetic circuits. Power transformers. AC steady state and three-phase circuit analysis. Basic principles of operation and control ofinduction and single-phase motors. Nonmajor graduate credit.

E E 452. Electrical Machines and Power Electronic Drives
(2-3) Cr. 3. S. Prereq: 251. Basic concepts of electromagnetic energy conversion. D.C. motors and three-phase induction motors. Basic introduction to power electronics. Adjustable speed drives used for control of D.C., induction, and AC motors. Experiments with D.C. motors, A.C. motors and adjustable speed drives. Nonmajor graduate credit.

E E 455. Introduction to Energy Distribution Systems
(3-0) Cr. 3. Prereq: 251. Overhead and underground distribution system descriptions and characteristics, load descriptions and characteristics, overhead line and underground cable models, distribution transformers, power flow and fault analysis, overcurrent protection, power factor correction, system planning and automation, and economics in a deregulated environment. Nonmajor graduate credit.

E E 456. Power System Analysis I
(3-0) Cr. 3. F. Prereq: 251. Power transmission lines and tranformers, network analysis, power system representation, load flow. Power system operation including the new utility environment. Nonmajor graduate credit.

E E 457. Power System Analysis II
(3-0) Cr. 3. S. Prereq: 251. Power system protection, symmetrical components, faults, stability. Nonmajor graduate credit.

E E 465. VLSI: Basic Layout and Design
(Same as Cpr E 465.) (3-3) Cr. 4. F. Prereq: 333, Cpr E 211. An introduction to CMOS VLSI layout and circuit design methodologies for custom VLSI high level synthesis of digital VLSI systems. This includes layout design rules, logic implementation techniques, timing analysis, power consumption and scaling. Different CMOS design styles are covered including static, dynamic, omino and pseudo-NMOS. This lab includes custom VLSI, standard cell and high level synthesis design and implementation experiments. A VLSI chip design hardware project is required. Nonmajor graduate credit.

E E 466. Multidisciplinary Engineering Design
(Same as A E 466, Cpr E 466, E Sci 466, I E 466, M E 466, Mat E 466.) (1-4) Cr. 3. F. S. Prereq: Student must be within two semesters of graduation and receive permission of instructor. Application of team design concepts to projects of a multidisciplinary nature. Concurrent treatment of design, manufacturing, and life cycle considerations. Application of design tools such as CAD, CAM, and FEM. Design methodologies, project scheduling, cost estimating, quality control, manufacturing processes. Development of a prototype and appropriate documentation in the form of written reports, oral presentations and computer models and engineering drawings.

E E 475. Automatic Control Systems
(3-0) Cr. 3. S. Prereq: 321. Design of linear continuous and discrete control systems using root locus and frequency response methods. Analysis using modern system simulation languages. Lead and lag compensation. Rate and state variable feedback. Design projects. Nonmajor graduate credit.

E E 476. Control System Simulation
(2-3) Cr. 3. F. Prereq: 475. Computer aided techniques for feedback control system design, simulation, and implementation. Nonmajor graduate credit. E E 490. Independent Study. Cr. arr. Prereq: Senior classification in electrical engineering. Investigation of an approved topic commensurate with the student’s prerequisites.
H. Honors

E E 491. Senior Design Project I
(Same as Cpr E 491.) (1-3) Cr. 2. F.S. Prereq: 251 or Cpr E 308. completion of 29 credits in the E E or Cpr E core professional program, Engl 314. First semester of a team design project experience. Emphasis on defining and planning to achieve project objectives that meet a client’s need. Technical writing of project plan and design review; project poster.

E E 492. Senior Design Project II
(Same as Cpr E 492.) (1-3) Cr. 2. F.S. Prereq: 491 or Cpr E 491. Second semester of a team design project experience. Emphasis on achieving project objectives as defined in Cpr E 491 or E E 491. Technical writing of final project report; oral presentation of project achievements.

E E 493. Portfolio Assessment
(1-0) Cr. R. Prereq: 391. Portfolio update and evaluation. Interviewing skills with portfolios.

E E 498. Cooperative Education
Cr. R. F.S.SS. Prereq: Permission of department chair; senior classification. Required of all cooperative education stu dents. Students must register for this course prior to commencing each work period.

Courses Primarily for Graduate Students
(open to qualified undergraduate students)

E E 501. Analog VLSI Circuit Design
(Same as Cpr E 501.) (3-3) Cr. 4. F. Prereq: 434 or 465. Design techniques for analog and mixed-signal VLSI circuits. Amplifiers; operational amplifiers, transconductance amplifiers, finite gain amplifiers and current amplifiers. Linear building blocks; differential amplifiers, current mirrors, references, cascoding and buffering. Performance characterization of linear integrated circuits; offset, noise, sensitivity and stability. Layout considerations, simulation, yield and modeling for high-performance linear integrated circuits.

E E 505. CMOS and BiCMOS Data Conversion Circuits
(Same as Cpr E 505.) (3-0) Cr. 3. Alt. S., offered 2000. Prereq: 434 and 465 or 501 Theory, design and applications of CMOS and BiCMOS data conversion circuits (A/D and D/A converters) including: quantization effects, conversion algorithms, sample and holds, element matching, comparators, voltage references and detailed implementation issues.

E E 509. Interdisciplinary Systems Thinking
(Same as BusAd 509, I Tec 509.) (3-0) Cr. 3. F.S. Prereq: Junior or senior standing. Student does extensive individual project using the systematic thought processes of Theory of Constraints to solve and implement the solution to a problem in their current reality. Groups scrutinize and improve each other’s work.

E E 510. Topics in Electromagnetics
Cr. 1 to 3 each time elected. E E 511. Modern Optical Communications. (3-0) Cr. 3. S. Prereq: 313. Propagation in optical media. Optical fibers. Optical sources and detectors. Fiber optic communications systems.

E E 512. Advanced Electromagnetic Field Theory I
(3-0) Cr. 3. F. Prereq: 313. Static electric and magnetic fields. Solutions of static field problems. Maxwell’s equations. Circuit concepts and impedance elements. Propagation and reflection of plane waves in isotropic media. Guided electromagnetic waves. Characteristics of common waveguides and transmission lines. Propagation in anisotropic media.

E E 513. Advanced Electromagnetic Field Theory II
(3-0) Cr. 3. S. Prereq: 512. Special theorems and concepts. Plane wave functions. Cylindrical wave functions. Spherical wave functions. Perturbational and variational techniques.

E E 514. Microwave Engineering
(Dual-listed with 414.) (3-3) Cr. 4. F. Prereq: 333, 312. Principles, analyses, and instrumentation used in the microwave portion of the electromagnetic spectrum. Wave theory in relation to circuit parameters. S parameters, couplers, discontinuities, and microwave device equivalent circuits. RF amplifier design, microwave sources, optimum noise figure and maximum power designs. Microwave filters and oscillators.

E E 515. Physical Processes in Plasma
(Same as Phys 515.) (3-0) Cr. 3. Prereq: 313 or Phys 365. General properties of plasmas. Charged particle motion in electric and magnetic fields. Plasma kinetic theory. Macroscopic transport equations. Plasma conductivity and diffusion. Magnetohydrodynamic waves. Waves in cold, warm, and hot plasmas. Boltzmann and Fokker-Planck equations.

E E 517. Electromagnetic Radiation, Antennas, and Propagation
(Dual-listed with 417.) (3-3) Cr. 4. S. Prereq: 313. Wave polarization. Fundamental antenna concepts. Radiation from wire-and aperture-type sources. Radio transmission formulas. Antenna arrays. Modern antenna topics. Practical antenna design. Antenna noise. Radiowave propagation in the presence of the earth and its atmosphere. Antenna measurements and computer-aided analysis.

E E 518. Radio Astronomy and Astrophysics
(Same as Astro 518.) (3-0) Cr. 3. Alt. S. offered 2000. Prereq: 313 or Phys 365. Radio astronomy fundamentals. Wave polarization and measurement. Radio telescope receivers and antennas. Wave propagation in plasmas. Synchrotron emission. Continuum and line spectra. Physical conditions in radio sources.

E E 519. Magnetism and Magnetic Materials
(Same as M S E 519.) (3-0) Cr. 3. Alt. F. offered 1999. Prereq: 313 or Math E 211 or 271 or 272 or Phys 364. Magnetic fields, flux density and magnetization. Magnetic materials, magnetic measurements. Magnetic properties of materials. Domains, domain walls, domain processes, magnetization curves and hysteresis. Types of magnetic order, magnetic phases and critical phenomena. Magnetic moments of electrons, theory of electron magnetism. Technological application, soft magnetic materials for electromagnets, hard magnetic materials, permanent magnets, magnetic recording technology, magnetic measurements of properties for materials evaluation.

E E 520. Selected Topics in Communications
(3-0) Cr. 3 each time elected. F. Course topics may include: information theory and coding, spread spectrum systems, satellite systems, radio navigation systems, and electric countermeasures.

E E 521. Advanced Communications Systems I
(3-0) Cr. 3. F. Prereq: 422. Advanced digital communication fundamentals and applications. Elements of a digital communications system. Characterization of communication signals and systems. Signals and spectra. Information theory basics. Formatting and baseband transmission. Bandpass modulation and demodulation. Communication link analysis. Source coding. Channel coding. Carrier and symbol synchronization. Optimum receivers for the additive white Gaussian noise channel. Block and convolutional channel codes. Encryption and decryption.

E E 522. Advanced Communication Systems II
(3-0) Cr. 3. S. Prereq: 422. Signal design for band-limited channels. Channel equalization. Multichannel and multicarrier systems. Spread spectrum signals for digital communications. Advanced digital signaling techniques. Digital communication through fading multipath channels. Multiuser communications.

E E 524. Digital Signal Processing
(3-0) Cr. 3. F.S. Prereq: 424, Stat 333. Spectral estimation. Linear prediction: Levinson recursion, lattice structure. Hilbert transform. Homomorphic signal processing. Multirate signal processing. Introduction to adaptive signal processing. Design of IIR and FIR digital filters using error minimization techniques. Time-frequency distributions. Statistical signal processing. Computer algorithms and applications of digital signal processing techniques.

E E 525. Speech Processing
(3-0) Cr. 3. Prereq: 424 or 524. Fundamentals of speech generation and perception. Linear prediction theory and concepts of pattern recognition. Speech coding: pulse code modulation, differential pulse code modulation, vector quantization, sub-band coding, transform coding. Speech vocoders. Speech recognition: dynamic time warping, hidden Markov models, neural networks. Speaker recognition. Speech synthesis. Speech enhancement.

E E 527. Statistical Communication Theory
(3-0) Cr. 3. Prereq: 422. Detection of signals in noise and estimation of signal parameters. Probability. Random processes. Narrowband signals. Gaussian derived processes. Hypothesis testing. Detection of known signals. Detection of signals with random parameters. Multiple pulse detection of signals. Detection of signals in colored Gaussian noise. Estimation of signal parameters. Fast Fourier transform processing. Computer problems. Applications.

E E 528. Digital Image Processing
(3-0) Cr. 3. S. Prereq: 524. Image fundamentals. Image transforms—Fourier, cosine, Karhunen-Loeve. Stochastic models. Enhancement—histogram equalization, smoothing, sharpening. Restoration—Wiener filter, least-squares filter, maximum entropy. Coding-error free, predictive, transform. Edge detection; image compression. Reconstruction-Radon transform, back projection, deconvolution.

E E 529. Selected Topics in Signal and Image Processing
(3-0) Cr. 3 each time selected. Prereq: 524. Advanced topics of current interest in the area of signal and image processing theory.

E E 530. Selected Topics in Electronics, Microelectronics and Photonics
(3-0) Cr. 3 each time elected. Prereq: 332.

E E 531. Semiconductor Device Design and Analysis
(3-0) Cr. 3. Prereq: 332. Semiconductor properties and measurement techniques. Silicon bipolar, MOS, and III-V device fabrication principles. Theory and technology of photolithography, diffusion, oxidation, plasma processing, ion implantation, epitaxial growth, chemical vapor deposition, molecular beam epitaxy, sputtering, and metallization. Use of SUPREM for fabrication process flow modeling.

E E 532. Fabrication and Characterization of Semiconductor Devices
(1-4) Cr. 3. Prereq: 431 or 531. Advanced silicon device processing, III-V compound device processing, epitaxial growth for silicon and III-V compounds, plasma processing, reactive ion etching, processing for optoelectronic devices. Advanced electronic and optical characterization techniques for materials and devices. Laboratory experiments.

E E 535. Physics of Semiconductors
(Same as Phys 535.) (3-0) Cr. 3. Prereq: 312 and 332. Basic elements of quantum theory, Fermi statistics, motion of electrons in periodic structures, crystal structure, energy bands, equilibrium carrier concentration and doping, excess carriers and recombination, carrier transport at low and high fields, phonons, optical properties, amorphous semiconductors, heterostructures, and surface effects.

E E 536. Physics of Semiconductor Devices
(Same as Phys 536.) (3-0) Cr. 3. Prereq: 535. P-n junctions, band-bending theory, tunneling phenomena, Schottky barriers, heterojunctions, bipolar transistors, field-effect transistors, negative-resistance devices and optoelectronic devices.

E E 539. Electronic Properties of Materials
(Same as M S E 539.) (3-0) Cr. 3. Prereq: 332 or Mat E 331 or Phys 322. Continuum model of materials, definition of physical properties. Electron theory, free electron model of conduction electrons, quantum corrections, internal potential and bound electrons. Electronic properties of metals, Brillouin zones, Fermi surface. Semiconductors, conduction and valence bands. Electrical, thermal, optical, and magnetic properties of materials. Technological applications, microelectronics and semiconductors, optoelectronics, superconductivity, magnetic recording technology. Electronic materials for transducers.

E E 545. Artificial Neural Networks
(3-0) Cr. 3. F. Prereq: 324. Introduction to the fundamentals of artificial neural networks (ANNs). Theory as well as practical implementation of networks. Topics include uses of ANNs for pattern recognition and function approximation, relation of ANNs to biological neurons, activation functions, architectures, supervised and unsupervised learning. Networks investigated typically include single and multilayer perceptrons, backpropagation, conjugate-gradient, and stochastic-based learning algorithms; radial basis networks, genetic algorithms; self-organizing networks; Kohonen’s networks, Hopfield and Hamming networks and other associative networks; morphological neural networks.

E E 546. Satellite Remote Sensing
(3-0) Cr. 3. S. Prereq: Phys 322. Instrumentation including antennas, infrared detectors, radiometers, and spectrometers. Radiative transfer theory. Electromagnetic waves and scattering. Atmospheric effects on measurements. Synthetic aperture radar. Application of remote sensing to atmospheric science, geology, agriculture, oceans, snow and ice.

E E 547. Pattern Recognition
(3-0) Cr. 3. F. Prereq: 524. Mathematical formulation of pattern recognition problems and decision functions, statistical approach, Bayes classifier, pdf estimation, clustering algorithms (supervised and unsupervised), learning algorithms and neural networks, fuzzy recognition systems, feature selection methods, syntactic approach to pattern recognition.

E E 548. NDE Signal Processing
(3-0) Cr. 3. S. Prereq: 524. Introduction to NDE methods-electromagnetic, ultrasonic and radiographic, forward and inverse problems, continuous and discrete time signals, sampling, systems approach to solving forward and inverse problems, deconvolution procedures and Weiner filtering. Tomographic reconstruction algorithms, signal classification algorithms, supervised and unsupervised clustering, deterministic and statistical pattern recognition, feature extraction methods.

E E 551. Operation and Control of Power Systems
(3-0) Cr. 3. Prereq: 456, 457. Advanced power system operating functions, economic dispatch, unit commitment, production costing, automatic generation control, dispatch of power and reactive power, state estimation.

E E 553. Steady State Analysis
(4-0) Cr. 4. F. Prereq: 456, 457. Power flow, economic dispatch, unit commitment, automatic generation control, sparse matrix techniques, interconnected operation, voltage control.

E E 554. Power System Dynamics
(4-0) Cr. 4. S. Prereq: 456, 457, 475. Dynamic performance of power systems with emphasis on stability. Modeling of system components and control equipment. Analysis of the dynamic behavior of the system in response to small and large disturbances.

E E 555. Advanced Energy Distribution Systems
(3-0) Cr. 3. Prereq: 455. Transient models of distribution components, automated system planning and distribution automation, surge protection, reliability, power quality, power electronics and intelligent systems applications.

E E 558. The Transient Energy Function Method
(3-0) Cr. 3. Prereq: 456, 457. Power system transient stability using the transient energy function (TEF) method. Behavior of generators following a large disturbance. State-of-the-art of the TEF method: theory, tools of analysis, and applications to power system problems.

E E 565. Systems Engineering and Analysis
(Same as Aer E 565, I E 565.) (3-0) Cr. 3. F. Prereq: Graduate classification in engineering. Introduction to organized multidisciplinary approach to designing and developing systems. Concepts, principles, and practice of systems engineering as applied to large integrated avionics systems. Life-cycle costing, scheduling, risk management, functional analysis, conceptual and detail design, test, evaluation and production.

E E 566. Avionics Systems Engineering
(Same as Aer E 566.) (3-0) Cr. 3. S. Prereq: 565. Avionics functions. Applications of systems engineering principles to avionics. Top down design of avionics systems. Automated design tools.

E E 570. Systems Engineering Analysis and Design
(3-0) Cr. 3. Prereq: 475, 577. Applications of selected topics in abstract algebra, linear algebra, theory of measure and integration, functional analysis, and optimization methods in robust and uniformly optimal control theory.

E E 573. Random Signal Analysis and Kalman Filtering
(Same as Aer E 573, Math 573, M E 573.) (3-0) Cr. 3. S. Prereq: 321 or Aer E 331 or M E 370 or 411 or Math 341 or 395. Elementary notions of probability. Random processes. Autocorrelation and spectral functions. Estimation of spectrum from finite data. Response of linear systems to random inputs. Discrete and continuous Kalman filter theory and applications. Smoothing and prediction. Linearization of nonlinear dynamics.

E E 574. Optimal Control
(Same as Aer E 574, Math 574, M E 574.) (3-0) Cr. 3. S. Prereq: 577. The optimal control problem. Variational approach. Pontryagin’s principle, Hamilton-Jacobi equation. Dynamic programming. Time-optimal, minimum fuel, minimum energy control systems. The regulator problem. Structures and properties of optimal controls.

E E 575. Introduction to Robust Control
(Same as Math 575, Aer E 575, M E 575.) (3-0) Cr. 3. Prereq: 577. Introduction to modern robust control. Model and signal uncertainty in control systems. Uncertainty description. Stability and performance robustness to uncertainty. Solutions to the H2, H¥, and l1 control problems. Tools for robustness analysis and synthesis.

E E 576. Digital Feedback Control Systems
(Same as Aer E 576, Math 576, M E 576.) (3-0) Cr. 3. F. Prereq: 475 or Aer E 432 or M E 411 or 414 or Math 415; and Math 267. Sampled data, discrete data, and the z-transform. Design of digital control systems using transform methods: root locus, frequency response and direct design methods. Design using state-space methods. Controllability, observability, pole placement, state estimators. Digital filters in control systems. Microcomputer implementation of digital filters. Finite wordlength effects. Linear quadratic optimal control in digital control systems. Simulation of digital control systems.

E E 577. Modern Control Systems I
(Same as Aer E 577, Math 577, M E 577.) (3-0) Cr. 3. F. Prereq: 321 or Aer E 331 or M E 414 or Math 415; and Math 307. State variable and input-output descriptions of linear continuous-time and discrete-time systems. Solution of linear dynamical equations. Controllability and observability of linear dynamical systems. Canonical descriptions of linear equations. Irreducible realizations of rational transfer function matrices. Canonical form dynamical equations. State feedback. State estimators. Decoupling by state feedback. Design of feedback systems. Stability of linear dynamical systems.

E E 578. Modern Control Systems II
(Same as Aer E 578, Math 578, M E 578.) (3-0) Cr. 3. S. Prereq: 577. Well-posedness of nonlinear control systems. Approximate analysis methods. Poincaré perturbation method and describing function method. Lyapunov stability theory. Absolute stability of feedback systems. Input-output stability. Large-scale systems.

E E 579. Adaptive Control
(Same as Math 579, Aer E 579, M E 579.) (3-0) Cr. 3. Prereq: 577. Fundamentals of adaptive control: terminology, parameter identification, basic adaptive controller design techniques, analysis of stability, parameter convergence, and robustness. Nonlinear adaptive control. Application examples.

E E 590. Special Topics
Cr. 1 to 6 each time elected. Formulation and solution of theoretical or practical problems in electrical engineering.
A. Electromagnetic Theory
B. Control Systems
C. Communication Systems
D. Circuit Theory
E. Computer Engineering
F. Electric Power
G. Electrical Materials
H. Electronic Devices and Circuits

E E 591. Seminar in Electronics, Microelectronics, and Photonics
Cr. 1 to 3 each time taken.

E E 594. Seminar in Electric Power
Cr. 1 to 3 each time elected.

E E 595. Seminar in Electromagnetics
Cr. 1 to 3 each time elected.

E E 596. Seminar in Control Systems
Cr. 1 to 3 each time elected.

E E 597. Seminar in Communications and Signal Processing
Cr. 1 to 3 each time elected.

E E 599. Creative Component
Cr. var.

Courses for Graduate Students

E E 610. Advanced Topics in Electromagnetics
Cr. 1 to 3 each time elected.

E E 620. Error Detection and Correction
(3-0) Cr. 3. Prereq: 527 or Cpr E 584. Mathematical foundation of error detection and correction. Shift registers and pseudorandom sequences. Group codes, cyclic codes. Implementation of error detection and correction in digital systems.

E E 628. Computer Vision
(3-0) Cr. 3. F. Prereq: 528. Image understanding/computer vision techniques. Image-to-image and high-level image-to-representation transformations are used to provide explicit, meaningful descriptions of objects in images at various levels of abstraction. Image algebra. Segmentation techniques: boundary, region, texture. Geometrical descriptions: Euler numbers, connectivity. Relational descriptors: scene labeling, string grammars, similarity measures. Color image processing.

E E 632. Semiconductor Physics
(Same as Phys 632.) See Physics.

E E 653. Advanced Topics in Electric Power System Engineering
(3-0) Cr. 3 each time elected. Prereq: Permission of instructor. Advanced topics of current interest in electric power system engineering.

E E 674. Advanced Topics in Systems Engineering
(3-0) Cr. 3 each time elected. Prereq: Permission of instructor. Advanced topics of current interest in the areas of control theory, circuit theory, stochastic processes, digital signal processing, and image processing.

E E 699. Research
Cr. var.

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