説明
In this book control and filtering problems for several classes of stochastic networked systems are discussed. In each chapter the stability robustness reliability consensus performance and/or disturbance attenuation levels are investigated within a unified theoretical framework. The aim is to derive the sufficient conditions such that the resulting systems achieve the prescribed design requirements despite all the network-induced phenomena. Further novel notions such as randomly occurring sensor failures and consensus in probability are discussed. Finally the theories/techniques developed are applied to emerging research areas.
Key Features
Unifies existing and emerging concepts concerning stochastic control/filtering and distributed control/filtering with an emphasis on a variety of network-induced complexities
Includes concepts like randomly occurring sensor failures and consensus in probability (with respect to time-varying stochastic multi-agent systems)
Exploits the recursive linear matrix inequality approach completing the square method Hamilton-Jacobi inequality approach and parameter-dependent matrix inequality approach to handle the emerging mathematical/computational challenges
Captures recent advances of theories techniques and applications of stochastic control as well as filtering from an engineering-oriented perspective
Gives simulation examples in each chapter to reflect the engineering practice
. Language: English
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ブランド:
Unbranded
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カテゴリー:
教育
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フォーマット:
Paperback
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刊行日:
2020/09/30
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アーティスト:
Lifeng Ma
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ページ数:
226
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言語:
English
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出版社 / レコード会社:
CRC Press
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Fruugo ID:
337362008-740989325
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ISBN:
9780367656867