Hongli Dong, Zidong Wang, Nan Hou

Networked Nonlinear Stochastic Time-Varying Systems

Analysis and Synthesis

• Gebundenes Buch

Produktbeschreibung

Networked Non-linear Stochastic Time-Varying Systems: Analysis and Synthesis 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, the book 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. The 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, and random coupling strengths. Offers a comprehensive treatment of the topics related to Networked Nonlinear Stochastic Time-Varying Systems with rigorous math foundation and derivation Unifies existing and emerging concepts concerning control/filtering/estimation and distributed filtering Provides a series of latest results by drawing on the conventional theories of systems science, control engineering and signal processing Deal with practical engineering problems such as event triggered H¿ filtering, non-fragile distributed estimation, recursive filtering, set-membership filtering Demonstrates illustrative examples in each chapter to verify the correctness of the proposed results This book is aimed at engineers, mathematicians, scientists, and upper-level students in the fields of control engineering, signal processing, networked control systems, robotics, data analysis, and automation.

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Produktdetails

• Verlag: CRC Press
• Seitenzahl: 278
• Erscheinungstermin: 10. September 2021
• Englisch
• Abmessung: 240mm x 161mm x 20mm
• Gewicht: 584g
• ISBN-13: 9781032038780
• ISBN-10: 1032038780
• Artikelnr.: 62234331

Autorenporträt

Hongli Dong, Zidong Wang, Nan Hou

Inhaltsangabe

1. Introduction 2. Event
Triggered Multi
objective Filtering and Control 3. Finite
Horizon Reliable Control Subject to Output Quantization 4. Finite
Horizon Estimation of Randomly Occurring Faults 5. Set
Membership Filtering under Weighted Try
Once
Discard Protocol 6. Distributed Estimation over Sensor Network 7. State Estimation for Complex Networks 8. Event
Triggered Recursive Filtering for Complex Networks with Random Coupling Strengths 9. Conclusions and Future Work