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Asynchronous filtering of MSRSNSs with the event-triggered try-once-discard protocol and deception attacks.

Authors :
Zhou, Xia
Chen, Lulu
Cao, Jinde
Cheng, Jun
Source :
ISA Transactions; Dec2022, Vol. 131, p210-221, 12p
Publication Year :
2022

Abstract

This correspondence analyses the issue of asynchronous filtering for discrete-time Markov switched repeat scalar nonlinear systems under the deception attacks. Aiming to economize on the finite network bandwidth, a novel event-triggered try-once-discard protocol is presented. At the same time, the hidden Markov model with partial information is considered to describe the asynchronization between Markov switched repeat scalar nonlinear systems and filter. By establishing a mode-dependent diagonally dominant Lyapunov function, sufficient criteria are attained such that the augmented filtering error system is stochastically stable when this system meets an expected H ∞ performance level, and the desired asynchronous filter is designed. The correctness and validity of the proposed design method are verified by a numerical example. • Aiming to cut down the quantity of transmitted data, a new scheduling rule is made, which contains both event-triggered strategy and try-once-discard protocol, namely, the event-triggered try-once-discard protocol. • Under the new scheduling rule and applying the hidden Markov model with partial information, a mode-dependent asynchronous filter is designed. • By establishing a mode-dependent diagonally dominant Lyapunov function, sufficient criteria are attained such that the augmented filtering error system is stochastically stable and achieves a prescribed H ∞ performance index when the system is subject to deception attacks. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00190578
Volume :
131
Database :
Supplemental Index
Journal :
ISA Transactions
Publication Type :
Academic Journal
Accession number :
160653637
Full Text :
https://doi.org/10.1016/j.isatra.2022.04.030