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Observer-based resilient control of positive systems with heterogeneous DoS attacks: A Markov model approach.

Authors :
He, Hangfeng
Chen, Yi
Qi, Wenhai
Wang, Maoli
Chen, Xiaoming
Source :
Journal of the Franklin Institute. Jan2022, Vol. 359 Issue 1, p272-293. 22p.
Publication Year :
2022

Abstract

This paper investigates the problem of observer-based resilient control of positive systems with heterogeneous DoS attacks. As the attack strategy becomes more and more intelligent, the DoS attacks may be heterogeneous, which means the attack probability and attack success rate of the heterogeneous DoS attacks are time-varying. Different from the existing uniform DoS attacks, the heterogeneous DoS attacks can not be described accurately by the marginal probability. In this paper, a Markov model approach is proposed to describe the heterogeneous DoS attacks with a particular form of transition probability. Based on the obtained Markov model, a output-feedback observer is designed to estimate the missing sensor data. Then, the mode-dependent observer-based resilient controllers of positive systems are designed to against the heterogeneous DoS attacks. Moreover, the positivity and stability of the positive system with L 1 performance are analyzed under heterogeneous DoS attacks. In the end, to verify the validity, the proposed approach is applied to continuous stirred tank reactor(CSTR) and age-structured population model. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00160032
Volume :
359
Issue :
1
Database :
Academic Search Index
Journal :
Journal of the Franklin Institute
Publication Type :
Periodical
Accession number :
154695108
Full Text :
https://doi.org/10.1016/j.jfranklin.2021.04.034