Discrete Stochastic Processes and Optimal Filtering (Digital Signal and Image Processing)


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Boca Raton, Fla.

Physical description. Includes bibliographical references and index Previous ed. Signal processing Digital techniques Computer simulation Signal processing Digital techniques. Hush, Don R. Bibliography Illustrated. Application in linear amplifier design, control and processing of analog signals.

Power supply regulators, analog switches, and active filters. Individualized Study. May be repeated for credit. Advanced Topics in EM and Applications. Possible topics include: advanced boundary value problems; nonlinear magnetic materials; wave guides and resonant cavities; magnetohydrodynamics and plasmas; relativistic effects; charged particle dynamics; radiation. Special Topics.

Advanced Computer Graphics. Advanced application of graphics in computer-aided systems design. Optimization of Engineering Designs. The development of computationally feasible algorithms for solving optimization problems in engineering designs. Introduction to nonlinear programming methods; study of constrained and unconstrained problems, linear programming problems and other related topics.

Systems Theory. State space concepts and solutions. Introduction to theory of deterministic linear systems.

Application of matrix methods and vector difference equations to lumped parameter electrical mechanical and fluid systems, and discrete time systems. Frequency domain techniques in signal and systems analysis. Computer simulation of system dynamics.

Digital Control Systems. Time-domain and Z-domain analysis of linear discrete systems, open and closed loop sampled data systems, engineering characteristics of computer control systems, simulation of system dynamics. Spring, Alternate years. Digital Signal Processing II. Discrete Hilbert Transforms, discrete random signals, effect of finite register length in digital and signal processing, speech processing, radar and other applications. Spring, Alternate years Evenings. Optimal Control Theory I.

Circuits and Systems

Optimum control of continuous-time and discrete time systems. Theory of optimal regulator, state estimation and Kalman Bucy Filter. Combined estimation and control--the Linear Quadratic Gaussian Problems. Computational methods in optimum control systems. Fall, Alternate years Evenings. Optimal Control Theory II. A continuation of ECGR with emphasis on stochastic systems. Optimal filtering. Discrete-time Kalman filter and Kalman filter properties. Parameter identification. Multi-variable control systems, system sensitivity and robustness. Multivariable Controls. Problem of robustness controls, emphasizing computer-oriented approaches; high infinity and algebraic methods current developments.

Applied Digital Image Processing.


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Digital image fundamentals; comparison of image transforms including Fourier, Walsh, Hadamard and Cosine; image data compression techniques; image enhancement algorithms; image restoration; image encoding process; image segmentation and description; relationship of hardware restrictions to image fidelity. Wireless Communication and Networking. The cellular concept: interference issues, cell layout and planning, control techniques, grade-of-service and system capacity; characteristics of the mobile radio channel and channel models; multiple access techniques in wireless: FDMA, TDMA, and CDMA; analog and digital cellular telephone standards; packet radio systems: description, medium access control, and routing issues.

Advanced Theory of Communications I. Statistical communications theory and modern communications systems emphasizing modulation and methods of taking into account the effects of noise on various systems. Advanced Theory of Communications II. Continuation of ECGR including coding and decoding methods.

Wiener filter - Wikipedia

Wave form communications. Advanced Topics in Optical Engineering. Overview of optical passive and active devices and discussion of current advances in optical technologies. Medical Ultrasonics.

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Acoustic wave propagation in fluids and solids, acoustic impedances, acoustic radiators and beam profiles; piezoelectricity, piezoelectric ceramics and polymers, integrated ultrasound transducers, design and testing of medical ultrasound transducers; hyperthermia, imaging, tissue characterization. Hybrid Microelectronics. A project-oriented course involving design, bonding, interconnect and testing of a multidie hybrid microelectronics circuit. Emphasis placed upon use of I. Advanced Semiconductor Device Physics. A review of semiconductor physics, bipolar and unipolar devices, photonic devices and methods of measuring specific device characteristics.

MOS Physics and Technology. The theoretical and practical aspects of the metal oxide semiconductor MOS system, its electrical properties, and the measurement and the technology for their control. These topics are developed from simple beginnings to the current state of the art. Power System Relaying. Function and principles of protective relaying instrument transformers.

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Directional, distance and differential relays. Protection of generators, transformers, and transmission lines. Ground fault protection. Computer relaying, algorithms for protective relaying.

Discrete Stochastic Processes and Optimal Filtering (Digital Signal and Image Processing) Discrete Stochastic Processes and Optimal Filtering (Digital Signal and Image Processing)
Discrete Stochastic Processes and Optimal Filtering (Digital Signal and Image Processing) Discrete Stochastic Processes and Optimal Filtering (Digital Signal and Image Processing)
Discrete Stochastic Processes and Optimal Filtering (Digital Signal and Image Processing) Discrete Stochastic Processes and Optimal Filtering (Digital Signal and Image Processing)
Discrete Stochastic Processes and Optimal Filtering (Digital Signal and Image Processing) Discrete Stochastic Processes and Optimal Filtering (Digital Signal and Image Processing)
Discrete Stochastic Processes and Optimal Filtering (Digital Signal and Image Processing) Discrete Stochastic Processes and Optimal Filtering (Digital Signal and Image Processing)
Discrete Stochastic Processes and Optimal Filtering (Digital Signal and Image Processing) Discrete Stochastic Processes and Optimal Filtering (Digital Signal and Image Processing)
Discrete Stochastic Processes and Optimal Filtering (Digital Signal and Image Processing) Discrete Stochastic Processes and Optimal Filtering (Digital Signal and Image Processing)
Discrete Stochastic Processes and Optimal Filtering (Digital Signal and Image Processing) Discrete Stochastic Processes and Optimal Filtering (Digital Signal and Image Processing)
Discrete Stochastic Processes and Optimal Filtering (Digital Signal and Image Processing)

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