Homotopic ADP based H∞ integral sliding mode secure control for Markov jumping cyber-physical systems
This paper addresses the sliding mode secure control problem for continuous-time cyber-physical systems (CPSs) subject to unmatched disturbances and actuator deception attacks. To capture different operating conditions and account for random component failures in CPSs, a Markov jumping model is intr...
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| Published in | Information sciences Vol. 670; p. 120615 |
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| Main Authors | , , , |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier Inc
01.06.2024
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| Subjects | |
| Online Access | Get full text |
| ISSN | 0020-0255 1872-6291 |
| DOI | 10.1016/j.ins.2024.120615 |
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| Abstract | This paper addresses the sliding mode secure control problem for continuous-time cyber-physical systems (CPSs) subject to unmatched disturbances and actuator deception attacks. To capture different operating conditions and account for random component failures in CPSs, a Markov jumping model is introduced to characterize the system's component matrices. Next, a novel model-free integral sliding mode function and a corresponding sliding mode controller are presented to mitigate the impact of external disturbances and deception attacks on Markov jumping cyber-physical systems. An algorithm based on adaptive dynamic programming (ADP) and homotopic policy iteration (PI) is applied to develop the sliding mode controller, called the online homotopic ADP algorithm, which avoids the requirement for an initial stabilizing matrix compared to existing PI algorithms. Lastly, the mode-independent integral sliding mode control scheme is studied to a two-mode Markov jumping vertical take-off and landing helicopter system, providing guaranteed reachability of sliding variables and stability of sliding mode dynamics. Importantly, this is achieved without any reliance on knowledge of system dynamics. |
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| AbstractList | This paper addresses the sliding mode secure control problem for continuous-time cyber-physical systems (CPSs) subject to unmatched disturbances and actuator deception attacks. To capture different operating conditions and account for random component failures in CPSs, a Markov jumping model is introduced to characterize the system's component matrices. Next, a novel model-free integral sliding mode function and a corresponding sliding mode controller are presented to mitigate the impact of external disturbances and deception attacks on Markov jumping cyber-physical systems. An algorithm based on adaptive dynamic programming (ADP) and homotopic policy iteration (PI) is applied to develop the sliding mode controller, called the online homotopic ADP algorithm, which avoids the requirement for an initial stabilizing matrix compared to existing PI algorithms. Lastly, the mode-independent integral sliding mode control scheme is studied to a two-mode Markov jumping vertical take-off and landing helicopter system, providing guaranteed reachability of sliding variables and stability of sliding mode dynamics. Importantly, this is achieved without any reliance on knowledge of system dynamics. |
| ArticleNumber | 120615 |
| Author | Wang, Hai Tang, Shengda Qin, Gang Cheng, Jun |
| Author_xml | – sequence: 1 givenname: Hai surname: Wang fullname: Wang, Hai email: haiwang@stu.gxnu.edu.cn organization: School of Mathematics and Statistics, Guangxi Normal University, Guilin, 541006, China – sequence: 2 givenname: Gang surname: Qin fullname: Qin, Gang email: qinganguestc@163.com organization: School of Physics and Electronic Engineering, Zhoukou Normal University, Zhoukou, 466001, China – sequence: 3 givenname: Jun surname: Cheng fullname: Cheng, Jun email: jcheng6819@126.com organization: School of Mathematics and Statistics, Guangxi Normal University, Guilin, 541006, China – sequence: 4 givenname: Shengda orcidid: 0000-0003-2802-1498 surname: Tang fullname: Tang, Shengda email: tangsd911@163.com organization: School of Mathematics and Statistics, Guangxi Normal University, Guilin, 541006, China |
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| Keywords | Markov jumping cyber-physical systems (MJCPSs) Integral sliding mode control (ISMC) Online homotopic ADP Actuator deception attacks |
| Language | English |
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| SubjectTerms | Actuator deception attacks Integral sliding mode control (ISMC) Markov jumping cyber-physical systems (MJCPSs) Online homotopic ADP |
| Title | Homotopic ADP based H∞ integral sliding mode secure control for Markov jumping cyber-physical systems |
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