This paper is devoted to investigating asynchronous state observer design for H-infinity analysis of Markov jump systems with partial mode information through sliding mode control approach. In order to enhance the reliability and efficiency of communication network, a novel distributed dynamic event-triggered scheme is proposed. Firstly, due to partial information on the operation of system jumping modes, a continuous-time hidden Markov model (HMM) based asynchronous state observer relying on the triggered output measurement is designed, based on which an integral sliding surface function is proposed; Secondly, by proposing an asynchronous sliding mode control law, the finite-time reachability of estimated trajectories onto the predefined sliding surface is ensured; Thirdly, the stochastic stability with a prescribed H-infinity disturbance attenuation level is analyzed for the considered closed-loop systems through linear matrix inequality; Finally, a numerical example is presented to verify the validity of the proposed control scheme. (C) 2022 Elsevier Ltd. All rights reserved.

A distributed dynamic event-triggered mechanism to HMM-based observer design for H-infinity sliding mode control of Markov jump systems

Karimi, HR
2022-01-01

Abstract

This paper is devoted to investigating asynchronous state observer design for H-infinity analysis of Markov jump systems with partial mode information through sliding mode control approach. In order to enhance the reliability and efficiency of communication network, a novel distributed dynamic event-triggered scheme is proposed. Firstly, due to partial information on the operation of system jumping modes, a continuous-time hidden Markov model (HMM) based asynchronous state observer relying on the triggered output measurement is designed, based on which an integral sliding surface function is proposed; Secondly, by proposing an asynchronous sliding mode control law, the finite-time reachability of estimated trajectories onto the predefined sliding surface is ensured; Thirdly, the stochastic stability with a prescribed H-infinity disturbance attenuation level is analyzed for the considered closed-loop systems through linear matrix inequality; Finally, a numerical example is presented to verify the validity of the proposed control scheme. (C) 2022 Elsevier Ltd. All rights reserved.
2022
Dynamic event-triggered mechanism
Sliding mode control
Observer design
Hidden Markov model
H-infinity control
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/1232505
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