Dynamic event-based finite-time mixed H∞ and passive asynchronous filtering for T–S fuzzy singular Markov jump systems with general transition rates. (May 2020)

• Record Type: Journal Article
• Authors: Wang, Yanqian; Zhuang, Guangming; Chen, Xia; Wang, Zhen; Chen, Fu
• Is Part Of: Nonlinear analysis. Volume 36(2020)
• Publication Date: 2020-05
• Subjects: Singular Markov jump systems -- Dynamic event-triggered scheme -- Asynchronous filter -- Hidden Markov models -- Linear matrix inequalities; Nonlinear functional analysis -- Periodicals; Analyse fonctionnelle non linéaire -- Périodiques; Nonlinear functional analysis; Periodicals; 515.7248
• DOI: 10.1016/j.nahs.2020.100874
• Languages: English
• ISSNs: 1751-570X

Abstract

Abstract: In this paper, the design of finite-time mixed H ∞ and passive asynchronous filter for T–S fuzzy singular Markov jump systems with general transition rates under the dynamic event-based scheme is discussed. An asynchronous filter is considered such that the phenomena of asynchronous modes between the original singular Markov jump systems and the considered filter is modelled as a hidden Markov model. A dynamic event-based scheme is proposed to further mitigate the network transmission burden. By augmenting the states of the original singular Markov jump systems and the constructed asynchronous filter, the filtering error system is transformed into a singular time-delay Markov jump system. Based on the Lyapunov–Krasovskii functional concerning the internal dynamic variable, the criteria of stochastically admissible and stochastically finite-time boundness with the given mixed H ∞ and passivity performance index for the filtering error system are subject to linear matrix inequalities and several constraint conditions. Furthermore, the unified co-design approach of the desired asynchronous filter and the proposed dynamic event-based strategy is developed. Finally, a numerical instance is employed to demonstrate the correctness and effectiveness of the developed technique. Highlights: Asynchronous modes between the SMJS and the filter is modeled as an HMM. A dynamic event-based scheme is designed to decrease transmissions over the network. Sufficient conditions of stochastically admissible are obtained. The co-design of asynchronous filter and the event-based scheme is presented.