Asynchronous Fault Detection Filter for Discrete Singular Markov Jump Systems via Event-Triggered Scheme
This paper discusses the asynchronous fault detection filter (FDF) problem for discrete singular Markov jump systems (SMJSs) via event-triggered scheme (ETS). A hidden Markov model (HMM) is adopted to describe the asynchronization behavior between the system and the FDF. An event-triggered scheme (E...
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2025-01-01
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| author | Qian Zhang Yang Yue Changchang Pan Jingang Ding |
| author_facet | Qian Zhang Yang Yue Changchang Pan Jingang Ding |
| author_sort | Qian Zhang |
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| description | This paper discusses the asynchronous fault detection filter (FDF) problem for discrete singular Markov jump systems (SMJSs) via event-triggered scheme (ETS). A hidden Markov model (HMM) is adopted to describe the asynchronization behavior between the system and the FDF. An event-triggered scheme (ETS) is used to reduce the cost of calculation. Moreover, the FDF is designed to detect when the failure occurs to the system. Firstly, sufficient conditions are given to assure that the system is stochastically admissible (SA) with <inline-formula> <tex-math notation="LaTeX">${\mathcal {H}}_{\infty } $ </tex-math></inline-formula> performance. Secondly, based on the linear matrix inequality technique (LMI), the FDF and the event-triggered parameters are designed. Finally, a dynamic Leontief model of economic systems (DLMES) is verified to show the usefulness of the design method. |
| format | Article |
| id | doaj-art-7c28ed8709e34ed281d3a8dcd23b69fa |
| institution | OA Journals |
| issn | 2169-3536 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj-art-7c28ed8709e34ed281d3a8dcd23b69fa2025-08-20T02:08:57ZengIEEEIEEE Access2169-35362025-01-0113590315903810.1109/ACCESS.2025.355694210947035Asynchronous Fault Detection Filter for Discrete Singular Markov Jump Systems via Event-Triggered SchemeQian Zhang0https://orcid.org/0000-0002-9717-7763Yang Yue1Changchang Pan2Jingang Ding3School of Mathematics and Computer Science, Tongling University, Tongling, ChinaSchool of Mathematics and Computer Science, Tongling University, Tongling, ChinaSchool of Mathematics and Computer Science, Tongling University, Tongling, ChinaSchool of Emergency Equipment, North China Institute of Science and Technology, Langfang, ChinaThis paper discusses the asynchronous fault detection filter (FDF) problem for discrete singular Markov jump systems (SMJSs) via event-triggered scheme (ETS). A hidden Markov model (HMM) is adopted to describe the asynchronization behavior between the system and the FDF. An event-triggered scheme (ETS) is used to reduce the cost of calculation. Moreover, the FDF is designed to detect when the failure occurs to the system. Firstly, sufficient conditions are given to assure that the system is stochastically admissible (SA) with <inline-formula> <tex-math notation="LaTeX">${\mathcal {H}}_{\infty } $ </tex-math></inline-formula> performance. Secondly, based on the linear matrix inequality technique (LMI), the FDF and the event-triggered parameters are designed. Finally, a dynamic Leontief model of economic systems (DLMES) is verified to show the usefulness of the design method.https://ieeexplore.ieee.org/document/10947035/Singular Markov jump systemsasynchronousfault detection filterevent-triggered scheme |
| spellingShingle | Qian Zhang Yang Yue Changchang Pan Jingang Ding Asynchronous Fault Detection Filter for Discrete Singular Markov Jump Systems via Event-Triggered Scheme IEEE Access Singular Markov jump systems asynchronous fault detection filter event-triggered scheme |
| title | Asynchronous Fault Detection Filter for Discrete Singular Markov Jump Systems via Event-Triggered Scheme |
| title_full | Asynchronous Fault Detection Filter for Discrete Singular Markov Jump Systems via Event-Triggered Scheme |
| title_fullStr | Asynchronous Fault Detection Filter for Discrete Singular Markov Jump Systems via Event-Triggered Scheme |
| title_full_unstemmed | Asynchronous Fault Detection Filter for Discrete Singular Markov Jump Systems via Event-Triggered Scheme |
| title_short | Asynchronous Fault Detection Filter for Discrete Singular Markov Jump Systems via Event-Triggered Scheme |
| title_sort | asynchronous fault detection filter for discrete singular markov jump systems via event triggered scheme |
| topic | Singular Markov jump systems asynchronous fault detection filter event-triggered scheme |
| url | https://ieeexplore.ieee.org/document/10947035/ |
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