Nonlinear Stochastic Control and Filtering with Engineering-oriented Complexities

面向工程的复杂非线性随机控制与滤波

代数学

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493.00
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出  版 社
出版时间
2020年06月30日
装      帧
平装
ISBN
9780367574581
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页      码
272
开      本
23.1 x 15.5 x 2 cm
语      种
英文
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图书简介
Nonlinear Stochastic Control and Filtering with Engineering-oriented Complexities presents a series of control and filtering approaches for stochastic systems with traditional and emerging engineering-oriented complexities. The book begins with an overview of the relevant background, motivation, and research problems, and then:Discusses the robust stability and stabilization problems for a class of stochastic time-delay interval systems with nonlinear disturbancesInvestigates the robust stabilization and H8 control problems for a class of stochastic time-delay uncertain systems with Markovian switching and nonlinear disturbancesExplores theH8 state estimator andH8 output feedback controller design issues for stochastic time-delay systems with nonlinear disturbances, sensor nonlinearities, and Markovian jumping parametersAnalyzes theH8 performance for a general class of nonlinear stochastic systems with time delays, where the addressed systems are described by general stochastic functional differential equationsStudies the filtering problem for a class of discrete-time stochastic nonlinear time-delay systems with missing measurement and stochastic disturbancesUses gain-scheduling techniques to tackle the probability-dependent control and filtering problems for time-varying nonlinear systems with incomplete informationEvaluates the filtering problem for a class of discrete-time stochastic nonlinear networked control systems with multiple random communication delays and random packet lossesExamines the filtering problem for a class of nonlinear genetic regulatory networks with state-dependent stochastic disturbances and state delaysConsiders theH8 state estimation problem for a class of discrete-time complex networks with probab
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