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Networked Nonlinear Stochastic Time-Varying Systems: Analysis and Synthesis

Autor Hongli Dong, Zidong Wang, Nan Hou
en Limba Engleză Hardback – 10 sep 2021
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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Specificații

ISBN-13: 9781032038780
ISBN-10: 1032038780
Pagini: 278
Ilustrații: 27 Line drawings, black and white; 27 Halftones, black and white; 19 Tables, black and white; 54 Illustrations, black and white
Dimensiuni: 156 x 234 x 18 mm
Greutate: 0.52 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press

Cuprins

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

Notă biografică

Hongli Dong, Zidong Wang, Nan Hou

Descriere

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 (e.g. state-multiplicative noises, stochastic nonlinearities, stochastic inner couplings, channel fadings, measurement quantizations etc).