Linear Stochastic Control Systems
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Book Description
Linear Stochastic Control Systems presents a thorough description of the mathematical theory and fundamental principles of linear stochastic control systems. Both continuous-time and discrete-time systems are thoroughly covered.Reviews of the modern probability and random processes theories and the Itô stochastic differential equations are provided. Discrete-time stochastic systems theory, optimal estimation and Kalman filtering, and optimal stochastic control theory are studied in detail. A modern treatment of these same topics for continuous-time stochastic control systems is included. The text is written in an easy-to-understand style, and the reader needs only to have a background of elementary real analysis and linear deterministic systems theory to comprehend the subject matter. This graduate textbook is also suitable for self-study, professional training, and as a handy research reference. Linear Stochastic Control Systems is self-contained and provides a step-by-step development of the theory, with many illustrative examples, exercises, and engineering applications.
Linear Stochastic Control Systems,Goong Chen,Guanrong Chen,Shih-Hsun Hsu,CRC,0849380758,Applied,Control Theory,Probability & Statistics - General,Science,Science/Mathematics,Stochastic Processes,Stochastic control theory,Automatic control engineering,Business & Economics / Operations Research,Mathematics for scientists & engineers,Stochastics
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