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Networked nonlinear stochastic time-varying systems : analysis and synthesis / Hongli Dong, Zidong Wang, and Nan Hou.

By: Dong, Hongli, 1977- [author.].
Contributor(s): Wang, Zidong, 1966- [author.] | Hou, Nan [author.].
Material type: materialTypeLabelBookPublisher: Boca Raton : CRC Press, 2021Description: 1 online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9781003189497; 1003189490; 9781000433784; 1000433781; 9781000433722; 1000433722.Subject(s): Real-time control | Intelligent control systems | Adaptive control systems | Stochastic control theoryDDC classification: 629.8/9 Online resources: Taylor & Francis | OCLC metadata license agreement Summary: "This book copes with the filter design, fault estimation and reliable control problems for different classes of nonlinear stochastic time-varying systems with network-enhanced complexities. Divided into three parts, first one discusses the finite-horizon filtering, fault estimation and reliable control, and randomly occurring nonlinearities/uncertainties followed by designing of distributed state and fault estimators, and distributed filters. Third part includes problems of variance-constrained H state estimation, partial-nodes-based state estimation and recursive filtering for nonlinear time-varying complex networks with randomly varying topologies, random coupling strengths"-- Provided by publisher.
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"This book copes with the filter design, fault estimation and reliable control problems for different classes of nonlinear stochastic time-varying systems with network-enhanced complexities. Divided into three parts, first one discusses the finite-horizon filtering, fault estimation and reliable control, and randomly occurring nonlinearities/uncertainties followed by designing of distributed state and fault estimators, and distributed filters. Third part includes problems of variance-constrained H state estimation, partial-nodes-based state estimation and recursive filtering for nonlinear time-varying complex networks with randomly varying topologies, random coupling strengths"-- Provided by publisher.

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