Dynamic Event-Based Non-Fragile Dissipative State Estimation for Quantized Complex Networks With Fading Measurements and Its Application

• Published in: IEEE transactions on circuits and systems. I, Regular papers Vol. 68; no. 2; pp. 856 - 867
• Main Authors: Fan, Sha, Yan, Huaicheng, Zhang, Hao, Shen, Hao, Shi, Kaibo
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.02.2021; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Circuits; Complex networks; Coupling; dynamic event-triggering strategy (ETS); Fading; Fading channels; Markov chains; Markov jump systems; Markov processes; non-fragile estimation; Parameter estimation; State estimation; Stochastic complex networks (CNs); Stochastic processes; Stochastic systems
• ISSN: 1549-8328; 1558-0806
• DOI: 10.1109/TCSI.2020.3036626

This article is concerned with the issue of dynamic event-based non-fragile dissipative state estimation for a type of stochastic complex networks (CNs) subject to a randomly varying coupling as well as fading measurements, where the variation of coupling is governed by a Markov chain. To characterize the measurement fading phenomenon for different nodes, a Rice fading model is considered with known statistics information of the coefficients. For the sake of further resource saving, a dynamic event-triggering strategy (ETS), which is proved to release less data packets than the static one, is implemented to govern the measurements transmission for each sensor to its corresponding estimator. The main objective of this article is to determine a dynamic event-based non-fragile estimator such that, for all possible parameter fluctuations in estimator gains, the estimation error system is stochastically stable with a strict (Υ 1 , Υ 2 , Υ 3 )-γ-dissipativity. Through intensive stochastic analysis, sufficient conditions are then derived in terms LMI to guarantee the existence of the desired state estimator. Finally, the effectiveness of the proposed results are verified by two practical examples of Chua's circuit and quadruple-tank process system (QTPS).