[ FreeCourseWeb ] Networked Non-linear Stochastic Time-Varying Systems - Analysis and Synthesis

Networked Non-linear Stochastic Time-Varying Systems: Analysis and Synthesis

English | 2021 | ISBN: 1032038780 | 278 pages | True PDF | 57.23 MB

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.

[list]
[*]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
[*]nstrates illustrative examples in each chapter to verify the correctness of the proposed results

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