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ENEE Electrical & Computer Engineering( The A. James Clark School of Engineering) ENEE114 (PermReq) Programming Concepts for Engineering; (4 credits) Grade Method: REG.Prerequisite: ENES100. For ENEE majors (09090) only. Restricted to students with 60 or less cumulative semester hours. Principles of software development, high level languages, compiling and linking, pseudo-code, input/output, data types and variables, operators and expressions, conditionals and loops, functions, arrays, pointers, structure data types, memory allocation, introduction to algorithms, software projects, debugging, documentation. Programs will use the C language. Official syllabi for all ENEE courses can be found at the following URL:http://www.ece.umd.edu/Academic/Under/uc_idx.html. For additional information on ECE policies and procedures visit the advising website: http://www.ece.umd.edu/Academic/Under/advising.html. ENEE181 (PermReq) Explore Electronics; (1 credit) Grade Method: REG. Prerequisite: permission of department. Corequisite: MATH140. A highly structured introduction to electronics and circuitry with a hands-on approach to learning. Students will build electronic devices (some of which they can keep) and test them. Among the topics covered are AC and DC circuits, BJTs, op-amps and special projects involving communication and sensing. ENEE200 Social and Ethical Dimensions of Electrical and Computer Engineering Technology; (3 credits) Grade Method: REG/P-F/AUD. CORE Interdisciplinary & Emerging Issues (IE) Course. Sophomore standing. Students will explore and assess the impact of electrical and computer engineering technology on society and the role of society in generating that technology. Special emphasis is placed on the interplay of diverse and often conflicting personal and collective values in both the development and implementation of new technologies. These subjects touch on many areas of interest including ethics, politics, business, the law, and sociology. ENEE204 (PermReq) Basic Circuit Theory; (3 credits) Grade Method: REG. Prerequisite: PHYS260 and PHYS261 (Formerly: PHYS262). Corequisite: MATH246. Basic circuit elements: resistors, capacitors, inductors, sources, mutual inductance and transformers; their I-V relationships. Kirchoff's Laws. DC and AC steady state analysis. Phasors, node and mesh analysis, superposition, theorems of Thevenin and Norton. Transient analysis for first- and second-order circuits. Engineering College only (04). ENEE206 (PermReq) Fundamental Electric and Digital Circuit Laboratory; (2 credits) Grade Method: REG. Prerequisite: ENEE244. Corequisite: ENEE204. For ENEE majors 09090 only. Credit will be granted for only one of the following: ENEE206 or ENEE305. Formerly ENEE 305. Introduction to basic measurement techniques and electrical laboratory equipment (power supplies, oscilloscopes, voltmeters, etc.) Design, construction, and characterization of circuits containing passive elements, operational amplifiers, and digital integrated circuits. Transient and steady-state response. This course is a prerequisite to all upper level ENEE laboratories. ENEE241 (PermReq) Numerical Techniques in Engineering; (3 credits) Grade Method: REG. Prerequisite: MATH141; and {ENEE114 or CMSC106 or equivalent} Restricted to Engineering, Math and Physics majors only. Also offered as MATH 242. Credit will be granted for only one of the following: ENES240 or ENEE241 or MATH242. Formerly ENES 240. Introduction to error analysis, conditioning and stability of algorithms. Numerical solution of nonlinear equations. Vector spaces and linear transformations. Matrix algebra. Gaussian elimination. LU factorization, matrix inversion. Similarity transformations and diagonalization. Iterative computation of eigenvalues. Interpolation; splines; data fitting. Numerical integration. ENEE244 (PermReq) Digital Logic Design; (3 credits) Grade Method: REG. Prerequisite: ENEE114 or CMSC106. Restricted to students with 09090 or 09991 major codes. Gates, flip-flops, registers and counters. Karnaugh map simplification of gate networks. Switching algebra. Synchronous sequential systems. PLA's. Elements of binary arithmetic units. Engineering College only (04). ENEE303 (PermReq) Analog and Digital Electronics; (3 credits) Grade Method: REG. Prerequisite: A grade of C or higher in ENEE204 and all other 200-level ENEE courses. Corequisite: ENEE307. For ENEE and ENCP majors only and permission of department. Not open to students who have completed ENEE302 or ENEE312. Credit will be granted for only one of the following: ENEE302 or ENEE303. Conceptual operation of transistors and diodes. Large and small signal operation of BJTs and MOSFETs. Basic transistor configurations. Logic circuits and semiconductor memory. Multi-transistor circuits including differential amplifiers and current mirrors. Frequency response. ENEE303H (PermReq) Analog and Digital Electronics; (3 credits) Grade Method: REG. Prerequisite: A grade of C or higher in ENEE204 and all other 200-level ENEE courses. Corequisite: ENEE307. For ENEE and ENCP majors only and permission of department. Not open to students who have completed ENEE302 or ENEE312. Credit will be granted for only one of the following: ENEE302 or ENEE303. ENEE307 (PermReq) Electronic Circuits Design Laboratory; (2 credits) Grade Method: REG. Prerequisite: A grade of C or higher in ENEE204 and all other 200-level ENEE courses. Corequisite: ENEE303. For ENEE and ENCP majors only and permission of department. Not open to students who have completed ENEE306. Credit will be granted for only one of the following: ENEE306 and ENEE307. Students will design and test analog and digital circuits at the transistor level. FETs and BJTs will be covered. The laboratory experiments will be tightly coordinated with ENEE303 lectures. ENEE313 (PermReq) Introduction to Device Physics; (3 credits) Grade Method: REG. Prerequisite: A grade of "C" (2.0) or higher in ENEE204 and all other 200-level courses. For ENEE and ENCP majors only and permission of department. Credit will be granted for only one of the following: ENEE312 or ENEE313. Basic physics of devices including fields in solids, crystal structure, properties of electrons and holes. Current flow in Si using drift-diffusion model. Properties of the pn junction. Properties of devices including BJTs, FETs and their phyhsical characteristics. ENEE322 (PermReq) Signal and System Theory; (3 credits) Grade Method: REG. Prerequisite: ENEE204 and MATH246 and completion of all lower-division technical courses in the curriculum. See above note. For ENEE majors only. Concept of linear systems, state space equations for continuous systems, time and frequency domain analysis of signals and linear systems. Fourier, Laplace and Z transforms. Application of theory to problems in electrical engineering. ENEE majors (09090) only. ENEE322H (PermReq) Signal and System Theory; (3 credits) Grade Method: REG. Prerequisite: ENEE204 and MATH246 and completion of all lower-division technical courses in the curriculum. See above note. For ENEE majors only. This course is for ENEE Honors students only. ENEE324 (PermReq) Engineering Probability; (3 credits) Grade Method: REG. Prerequisite: ENEE322 and completion of all lower-division technical courses in the EE curriculum. See above note. Electrical Engineering and Computer Engineering majors may not substitute STAT400 for ENEE324. Credit will be granted for only one of the following: BMGT231, STAT400, or ENEE324. These courses are not interchangeable, consult your program requirements or advisor for what is acceptable toward your program of study. Axioms of probability; conditional probability and Bayes' rules; random variables, probability distribution and densities: functions of random variables: weak law of large numbers and central limit theorem. Introduction to random processes; correlation functions, spectral densities, and linear systems. Applications to noise in electrical systems, filtering of signals from noise, estimation, and digital communications. ENEE majors (09090) only. ENEE350 (PermReq) Computer Organization; (3 credits) Grade Method: REG. Prerequisite: ENEE244 and completion of all lower-division technical courses in the EE curriculum. See above note. For 09090 and 09991 majors only. Electrical Engineering and Computer Engineering majors may not substitute CMSC 311 for ENEE350. Not open to students who have completed ENEE250. Formerly ENEE 250. Structure and organization of digital computers. Registers, memory, control and I/O. Data and instruction formats, addressing modes, assembly language programming. Elements of system software, subroutines and their linkages. ENEE majors (09090) only ENEE350H (PermReq) Computer Organization; (3 credits) Grade Method: REG. Prerequisite: ENEE244 and completion of all lower-division technical courses in the EE curriculum. See above note. For 09090 and 09991 majors only. Electrical Engineering and Computer Engineering majors may not substitute CMSC 311 for ENEE350. Not open to students who have completed ENEE250. Formerly ENEE 250. For general honors students only. ENEE380 (PermReq) Electromagnetic Theory; (3 credits) Grade Method: REG. Prerequisites: MATH241,(PHYS270 and 271 {Former PHYS263}) and completion of all lower-division technical courses in the EE curriculum. See above note. Introduction to electromagnetic fields. Coulomb's law, Gauss's law, electrical potential, dielectric materials capacitance, boundary value problems, Biot-Savart law, Ampere's law, Lorentz force equation, magnetic materials, magnetic circuits, inductance, time varying fields and Maxwell's equations. ENEE majors (09090) only. ENEE380H (PermReq) Electromagnetic Theory; (3 credits) Grade Method: REG. Prerequisites: MATH241,(PHYS270 and 271 {Former PHYS263}) and completion of all lower-division technical courses in the EE curriculum. See above note. ENEE381 (PermReq) Electromagnetic Wave Propagation; (3 credits) Grade Method: REG. Prerequisite: ENEE380 and completion of all lower-division technical courses in the EE curriculum. See above note. For ENEE majors only. The electromagnetic spectrum: Review of Maxwell's equations; the wave equation potentials, Poynting's theorem, relationship between circuit theory and fields; propagation of electromagnetic waves in homogeneous media and at interfaces; transmission line theory, waveguides, radiation and antennas. ENEE majors only (09090). ENEE408A (PermReq) Capstone Design Project: Microprocessor-Based Design; (3 credits) Grade Method: REG. Restricted to ENEE and ENCP students. Prerequisite: ENEE 440. For more course information, visit http://www.ece.umd.edu/Academic/Under/uc_idx.html. ENEE408C (PermReq) Capstone Design Project: Modern Digital System Design; (3 credits) Grade Method: REG. Restricted to ENEE and ENCP students. Prerequisites: ENEE 350, ENEE 446 is strongly recommended as a co-requisite. For more course information, visit http://ece.umd.edu/Academic/Under/uc_idx.html. ENEE408E (PermReq) Capstone Design Project: Optical System Design; (3 credits) Grade Method: REG. Prerequsites: ENEE 380 and CO-ENEE 381 (Capstone design for EE majors only). For more course information, visit http://www.ece.umd.edu/Academic/Under/uc_idx.html. ENEE408G (PermReq) Capstone Design Project: Multimedia Signal Processing; (3 credits) Grade Method: REG. Prerequsites: ENEE 420 OR ENEE 425. For more information, visit http://www.ece.umd.edu/Academic/Under/uc_idx.html. ENEE408I (PermReq) Capstone Design Project: Controls; (3 credits) Grade Method: REG. Prerequisites: ENEE 114, ENEE 322, and modest experience with C programming. For more information, visit http://www.ece.umd.edu/Academic/Under/uc_idx.html. ENEE416 (PermReq) Integrated Circuit Fabrication Laboratory; (3 credits) Grade Method: REG. Prerequisite: ENEE302 and completion of all lower-division technical courses in the EE curriculum. For 09090 and 09991 majors only. Not open to students who have completed ENEE419J. Formerly ENEE 419J. Characterization of wafers and fabrication steps. Oxide growth, lithography, dopant diffusion, and metal deposition and patterning will be discussed in the lectures and carried out in the lab in fabricating NMOS transistor circuits. The transistor characteristics will be measured and related to the fabrication parameters. ENEE417 (PermReq) Microelectronics Design Laboratory; (2 credits) Grade Method: REG. Prerequisite: ENEE306 and ENEE312 and completion of all lower-division technical courses in the curriculum. For ENEE majors only. Senior capstone project laboratory, where student design and build fairly sophisticated circuits, mainly composed of discrete transistors and integrated circuits. Many of the projects are designed to require that students synthesize from what they have learned in many of the disciplines in electrical engineering. Students learn they can actually use their knowledge to build something very practical, which may include a high-fidelity amplifier, a radio, a memory cell, a transmitter, etc. ENEE419A (PermReq) Topics in Microelectronics: Microelectronics: Analog and Digital Electronics II; (3 credits) Grade Method: REG. Prerequisite: A grade of "C" or higher in ENEE303 and department permission. Click here for more course information. ENEE420 (PermReq) Communication Systems; (3 credits) Grade Method: REG. Prerequisite: ENEE324 and completion of all lower-division technical courses in the EE curriculum. See above note. Fourier series, Fourier transforms and linear system analysis; random signals, autocorrelation functions and power spectral densities; analog communication systems: amplitude modulation, single-sideband modulation, frequency and phase modulation, sampling theorem and pulse-amplitude modulation; digital communication systems pulse-code modulation, phase-shift keying, differential phase shift keying, frequency shift keying; performance of analog and digital communication systems in the presence of noise. ENEE majors (09090) only. ENEE425 (PermReq) Digital Signal Processing; (3 credits) Grade Method: REG. Prerequisite: ENEE322 and completion of all lower-division technical courses in the EE curriculum. See above note. Sampling as a modulation process; aliasing; the sampling theorem; the Z-transform and discrete-time system analysis; direct and computer-aided design of recursive and nonrecursive digital filters; the Discrete Fourier Transform (DFT) and Fast Fourier Transform (FFT); digital filtering using the FFT; analog-to-digital and digital-to analog conversion; effects of quantization and finite-word-length arithmetic. ENEE majors (09090) only. ENEE426 (PermReq) Communication Networks; (3 credits) Grade Method: REG. Prerequisite: ENEE324 and completion of all lower-division technical courses in the EE curriculum. Restricted to students with a 09090 major code. See above note. The main design issues associated with computer networks, satellite systems, radio nets, and general communication networks. Application of analytical tools of queuing theory to design problems in such networks. Review of proposed architectures and protocols. ENEE428 (PermReq) Communications Design Laboratory; (2 credits) Grade Method: REG. ENEE435 (PermReq) Introduction to Electrical Processes, Structure and Computing Models of the Brain; (3 credits) Grade Method: REG. Prerequisite: ENEE204 and completion of all lower-division technical courses in the EE curriculum. Concepts, theoretical and experimental probing methods and models for understanding the human brain structures and functions from an engineering viewpoint. Bioelectric phenomena of cells and electrical circuit functional models. Neurons as signal generators, decision elements, and information transmission and processing devices. Basic neural circuits and models. Experimental techniques, signal recording and analysis. Brain architecture-communication, control and information processing structures and functions. Memory, associations learning and higher brain functions. Computer simulations and computational models. Overview of brain-inspired intelligent machine approaches and systems. ENEE440 (PermReq) Microprocessors; (3 credits) Grade Method: REG. Prerequisite: ENEE350 and completion of all lower-division technical courses in the EE curriculum. See above note. For 09090 and 09991 majors only. Microprocessor architectures, instruction sets, and applications. Bus structures, memory, I/O interfacing. Assembly language programming, LSI device configuration, and the embedding of microprocessors in systems. ENEE majors only (09090). ENEE445 (PermReq) Computer Laboratory; (2 credits) Grade Method: REG. Prerequisites: ENEE206 and ENEE350; and completion of all lower-division technical courses in the EE curriculum. For 09090 and 09991 majors only. This laboratory course focuses on the hardware/software interface in computer systems. Hand-on experiments are used to teach design, construction, analysis, and measurement of both hardware and software for embedded systems. Projects emphasize using microcontrollers for control, sensing, and communication through various I/O devices. ENEE majors (09090) only. ENEE446 (PermReq) Digital Computer Design; (3 credits) Grade Method: REG. Prerequisite: ENEE350 and completion of all lower-division technical courses in the EE curriculum. See above note. Hardware design of digital computers. Arithmetic and logic units, adders, multipliers and dividers. Floating-point arithmetic units. Bus and register structures. Control units, both hardwired and microprogrammed. Index registers, stacks, and other addressing schemes. Interrupts, DMA and interfacing. ENEE majors (09090) only. ENEE447 (PermReq) Operating Systems; (3 credits) Grade Method: REG. Prerequisites: ENEE350, experience in C or C++, and familiarity with UNIX, and completion of all lower-division technical courses in the EE curriculum. For 09090 and 09991 majors only. Not open to students who have completed ENEE459S. Formerly ENEE 459S. The goal of this course is to present the theory, design, implementation and analysis of computer operating systems. Through classroom lectures, homework, and projects, students learn the fundamentals of concurrency, and process management, interprocess communication and synchronization, job scheduling algorithms, memory management, input/output devices, file systems, and protection and security in operating systems. Optional topics may include communications protocols, computer security, and real-time operating systems. ENEE459A (PermReq) Topics in Computer Engineering: CAD Tools for Microprocessor Design; (1 credit) Grade Method: REG. ENEE460 (PermReq) Control Systems; (3 credits) Grade Method: REG. Prerequisite: ENEE322 and completion of all lower-division technical courses in the EE curriculum. See note above. For ENEE majors only. Mathematical models for control system components. Transform and time domain methods for linear control systems. Introductory stability theory. Root locus, bode diagrams and Nyquist plots. Design specifications in the time and frequency domains. Compensation design in the time and frequency domain. Introduction to sampled data systems. ENEE majors (09090) only. ENEE474 (PermReq) Power Systems; (3 credits) Grade Method: REG. Prerequisite: ENEE322 and completion of all lower-division technical in the EE cur riculum. See above note. Interconnected power systems, transmission lines, load flow studies, unit commitment and economic dispatch. Three phase networks, machine models. Symmetrical components, fault analysis and unbalanced operation. Power system transients, stability and numerical methods in power system analysis. ENEE480 (PermReq) Fundamentals of Solid State Electronics; (3 credits) Grade Method: REG. Prerequisite: ENEE302 and completion of all lower-division technical courses in the EE curriculum. See above note. Crystal structure and materials preparation; carrier transport; elementary quantum mechanics applied to solids; band structure of metals, insulators, and semiconductors; field effect transistors; PN junctions; bipolar transistors; fabrication of devices. ENEE majors (09090) only. ENEE486 (PermReq) Optoelectronics Lab; (2 credits) Grade Method: REG. Prerequisite: ENEE206 and (PHYS270 and 271 {Formerly: PHYS263}) and completion of all lower-division technical courses in the EE curriculum. Restricted to students with a 09090 major code. Hands-on experience in performing measurements in optics and electro-optics. Basics of optics, light detectors, Fourier optics, gratings and spectrometers, pulsed dye lasers, fiber optics, electro-optics, and acousto-optics. ENEE majors (09090) only. ENEE488 (PermReq) Independent Study in Electrical and Computer Engineering; (1-3 credits) Grade Method: REG. Individual Instruction course: contact department or instructor to obtain section number. ENEE490 (PermReq) Physical Principles of Wireless Communications; (3 credits) Grade Method: REG. Prerequisite: ENEE381 Restricted to ENEE and ENCP students. Not open to students who have completed ENEE498B. Credit will be granted for only one of the following: ENEE490 or ENEE498B. Formerly ENEE 498B. ENEE499 (PermReq) Senior Projects in Electrical and Computer Engineering; (1-5 credits) Grade Method: REG. Individual Instruction course: contact department or instructor to obtain section number. ENEE majors (09090) only. ENEE499L (PermReq) Senior Projects in Electrical and Computer Engineering; (1-5 credits) Grade Method: REG. Individual Instruction course: contact department or instructor to obtain section number. ENEE499R (PermReq) Senior Projects in Electrical and Computer Engineering; (1-3 credits) Grade Method: REG. Individual Instruction course: contact department or instructor to obtain section number. ENEE600 Solid State Electronics; (3 credits) Grade Method: REG/AUD. Recommended: ENEE 480; background in elementary quantum mechanics. Credit will be granted for only one of the following: ENEE 600 or ENEE 793. Formerly ENEE 793. Properties of crystals; energy bands: electron transport theory; conductivity and hall effect; statistical distributions; fermi level: impurities; non-equilibrium carrier distributions; normal modes of lattice vibration and thermal properties of crystals; tunneling phenomena; surface properties. ENEE610 Electrical Network Theory; (3 credits) Grade Method: REG/AUD. Prerequisite: undergraduate circuit theory or permission of instructor. Matrix algebra, network elements, ports, passivity and activity, geometrical and analytical descriptions of networks, state variable characterizations, scattering matrices, signal flow graphs, sensitivity. ENEE614 Radio Frequency VLSI Circuit Design; (3 credits) Grade Method: REG/AUD. Recommended: ENEE 611; ENEE 408D or equivalent. This course will give students the knowledge required to analyze, design and lay-out discrete and integrated circuits used in modern radio frequency communications. The course will focus on advanced amplifier concepts, frequency conversion, tuning, and low-noise techniques. Implementation of AM, FM and digital modulation techniques will be covered. Emphasis will be given to CMOS technology as applied to analog VLSI. Advanced applications of SPICE and VLSI design layout tools will be covered. ENEE620 Random Processes in Communication and Control; (3 credits) Grade Method: REG/AUD. Prerequisite: ENEE 324 or equivalent. Introduction to random processes: characterization, classification, representation; Gaussian and other examples. Linear operations on random processes, stationary processes: covariance function and spectral density. Linear least square waveform estimating Wiener-Kolmogroff filtering, Kalman-Bucy recursive filtering: function space characterization, non-linear operations on random processes. ENEE623 Digital Communications; (3 credits) Grade Method: REG/AUD. Prerequisites: ENEE 620 and ENEE 420 or equivalents, or permission of instructor. Review of sampling and quantization, functional characterization of digital signals and transmission facilities, band-limited signals and systems. Digital modulation/demodulation techniques, error probability, intersymbol interference and its effects, adaptive equalization. Signaling with coded waveforms, fading and satellite channels, multiple access problems and protocols. Introduction to spread-spectrum Communications. ENEE626 Error Correcting Codes; (3 credits) Grade Method: REG/AUD. Prerequisite: ENEE 420 or equivalent. Credit will be granted for only one of the following: ENEE 626 or ENEE 722. Formerly ENEE 722. Introduction to linear codes; bounds on the error correction capabilities of codes; convolutional codes with threshold, sequential and viterbi decoding; cyclic random error correcting codes; P-N sequences; cyclic and convolutional burst error correcting codes. ENEE630 Advanced Digital Signal Processing; (3 credits) Grade Method: REG/AUD. Prerequisite: ENEE 425. Corequisite: ENEE 620. Credit will be granted for only one of the following: ENEE 624 or ENEE 630. Formerly ENEE 624. This is the first-year graduate course in signal processing. The objective is to establish fundamental concepts of signal processing on multirate processing, parametric modeling, linear prediction theory, modern spectral estimation, and high-resolution techniques. ENEE633 Statistical and Neural Pattern Recognition; (3 credits) Grade Method: REG/AUD. Prerequisite: ENEE 620. Credit will be granted for only one of the following: ENEE633 or ENEE739Q. Formerly ENEE 739Q. Classical and modern approaches to statistical and neural pattern recognition are covered. Topics include Bayes decision theory, discriminant functions for the Normal density, error probabilities, integrals and bounds; non-parametric techniques: density estimation, Parzen windows, nearest neighborhood rule and error bounds; linear discriminant functions; linear separability, perceptrons, minimum squared-error procedure, Ho-Kashyap procedure; Multi-layer neural networks: backpropagation algorithm, error surfaces, radial basis functions, convolutional networks, recurrent networks; stochastic methods: stochastic search, Boltzmann learning, Boltzmann networks and graphical models, evolutionary methods; Nonparametric methods: CART and other trees; algorithm independent machine learning: no free lunch theorem, MDL, Occam's razor, resampling for estimating statistics, resampling for classifier design, estimating and comparing classifiers; unsupervised learning and clustering. ENEE641 Mathematical Foundations for Computer Engineering; (3 credits) Grade Method: REG/AUD. Credit will be granted for only one of the following: ENEE 641 or ENEE 759F. Formerly ENEE 759F. Mathematical modeling, design, analysis and proof techniques related to computer engineering. Probability, logic, combinatorics, set theory, and graph theory, as they pertain to the design and performance of computer engineering systems. Techniques for the design and analysis of efficient computational methods from graph theory and networks. Understanding of the limits on the efficiency of such computational methods. Translation from mathematical theory to actual programming. The course emphasizes mathematical rigor. ENEE646 Digital Computer Design; (3 credits) Grade Method: REG/AUD. Prerequisite: ENEE 446 or equivalent knowledge of basic computer design, as well as experience in assembly language programming for at least one instruction set architecture and basic probability theory. Concepts and techniques for design of computer systems with improved performance. Advanced I/O systems, memory organization, pipeland and parallel processors, bus bandwidth, processor/memory interconnections, cache memory, virtual memory, multiprocessors, performance evaluation. ENEE660 System Theory; (3 credits) Grade Method: REG/AUD. Also offered as MAPL460. Credit will be granted for only one of the following: ENEE660, ENEE663, or MAPL640. Formerly ENEE 663. General systems models. State variables and state spaces. Differential dynamical systems. Discrete time systems. Linearity and its implications. Controllability and observability. State space structure and representation. Realization theory and algorithmic solutions. Parameterizations of linear systems; canonical forms. Basic results from stability theory. Stabilizability. Fine structure of linear multivariable systems; minimal indices and polynomial matrices. Inverse nyquist array. Geometric methods in design. Interplay between frequency domain and state space design methods. Interactive computer-aided design methods. ENEE680 Electromagnetic Theory I; (3 credits) Grade Method: REG/AUD. Prerequisite: ENEE 381 or equivalent. Theoretical analysis and engineering applications of Maxwell's equations. Boundary value problems of electrostatics and magnetostatics. ENEE690 Quantum and Wave Phenomena with Electrical Application; (3 credits) Grade Method: REG/AUD. Prerequisites: ENEE 381 and ENEE 382 or equivalent. Introduction of quantum and wave phenomena from electrical engineering point of view. Topics included: general principles of quantum mechanics, operator algebra, the microwave resonant cavity and the analagous potential well problem, harmonic oscillator, hydrogenic atom. Perturbation method applied to the transmission line and potential well problems. Periodically loaded transmission line and Kronig-Penny model of band theory. ENEE698A Graduate Seminar: Graphical Models and Algorithms; (1 credit) Grade Method: REG/AUD. ENEE students only. ENEE698B Graduate Seminar: Computer Engineering; (1 credit) Grade Method: REG/AUD/S-F. ENEE698C (PermReq) Graduate Seminar: Foundations of Optimization; (1-2 credits) Grade Method: REG/AUD. ENEE majors only. ENEE698E Graduate Seminar: Recent Research on Microelectronic Circuits, Devices, and Systems; (1-3 credits) Grade Method: REG/AUD. ENEE majors only. ENEE699 (PermReq) Independent Studies in Electrical Engineering; (1-3 credits) Grade Method: REG/AUD. Individual Instruction course: contact department or instructor to obtain section number. ENEE752 Computational Intelligence and Knowledge Engineering; (3 credits) Grade Method: REG/AUD. Prerequisite: permission of instructor. Concepts, design, implementation of computational intelligence involving integration of four methodologies: intelligent database management systems, rule-based systems, neural-type systems and fuzzy systems for heuristic problem solving, diagnostics, risk analysis and decision support; decision trees, reasoning techniques, heuristics and expertise; knowledge representation and acquisition; machine learning systems for pattern and feature extraction; neural network models, fuzzy systems; neural networks as expert systems; composite and neuro-fuzzy systems; coupling databases, knowledge bases and neural networks: hardware-software issues, survey of practical designs and evaluation. Completion of a term project involving system integration of two or more methodologies for a specific domain application. Students in this course with the approval of the instructor can fabricate, as part of their term project, VLSI chips via MOSIS. ENEE757 Security in Distributed Systems and Networks; (3 credits) Grade Method: REG/AUD. Prerequisite: ENEE 647; or permission of instructor. Threats and countermeasures in centralized and distributed systems; communication security techniques based on encryption; symmetric and asymmetric encryption; encryption modes, including stream and block encryption, and cipher block chaining; message origin and mutual authentication; third-party and inter-realm authentication, authentication of mobile users; data confidentiality and integrity protocols; formal analysis of authentication protocols and message integrity; access control in distributed systems and networks; firewall design; case studies of security mechanisms and policies. ENEE759H Advanced Topics in Computer Engineering: HIGHSPEED MEMORY SYSTEMS; (3 credits) Grade Method: REG/AUD. ENEE765 Adaptive Control; (3 credits) Grade Method: REG/AUD. Prerequisite: ENEE 663 and ENEE 664 or permission of instructor. Not open to ALL students who have completed ENEE 769C. General principles of adaptive control. Self-tuning regulators and model reference adaptive systems. Theoretical issues: stability, convergence, and robustness. Practical issues: implementation, computation, auto-tuning, and other successful application. Alternatives to adaptive control. ENEE791 Quantum Electronics II; (3 credits) Grade Method: REG/AUD. Nonlinear optical effects and devices, tunable coherent light sources: optical parametric oscillator; frequency conversion and dye laser. Ultrashort pulse generation and measurement, stimulated raman effect, and applications. Interaction of acoustic and optical waves, and holography. ENEE799 (PermReq) Master's Thesis Research; (1-6 credits) Grade Method: S-F. Individual Instruction course: contact department or instructor to obtain section number. ENEE889 (PermReq) Teaching Workshop; (1 credit) Grade Method: S-F. ENEE898 Pre-Candidacy Research; (1-8 credits) Grade Method: REG/S-F. Individual Instruction course: contact department or instructor to obtain section number. ENEE899 (PermReq) Doctoral Dissertation Research; (6 credits) Grade Method: S-F. Individual Instruction course: contact department or instructor to obtain section number.
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