Knowledge Commons of Institute of Automation，CAS
| Data-Driven Control of Distributed Event-Triggered Network Systems | |
Xin Wang; Jian Sun ; Gang Wang; Frank Allgöwer; Jie Chen
| |
| Source Publication | IEEE/CAA Journal of Automatica Sinica
 |
| ISSN | 2329-9266 |
| 2023 | |
| Volume | 10Issue:2Pages:351-364 |
| Abstract | The present paper deals with data-driven event-triggered control of a class of unknown discrete-time interconnected systems (a.k.a. network systems). To this end, we start by putting forth a novel distributed event-triggering transmission strategy based on periodic sampling, under which a model-based stability criterion for the closed-loop network system is derived, by leveraging a discrete-time looped-functional approach. Marrying the model-based criterion with a data-driven system representation recently developed in the literature, a purely data-driven stability criterion expressed in the form of linear matrix inequalities (LMIs) is established. Meanwhile, the data-driven stability criterion suggests a means for co-designing the event-triggering coefficient matrix and the feedback control gain matrix using only some offline collected state-input data. Finally, numerical results corroborate the efficacy of the proposed distributed data-driven event-triggered network system (ETS) in cutting off data transmissions and the co-design procedure. |
| Keyword | Data-driven control distributed event-triggered network system (ETS) linear matrix inequalitie (LMI) looped-functional stability |
| DOI | 10.1109/JAS.2023.123225 |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://ir.ia.ac.cn/handle/173211/50850 |
| Collection | 学术期刊_IEEE/CAA Journal of Automatica Sinica |
| Recommended Citation GB/T 7714 | Xin Wang,Jian Sun,Gang Wang,et al. Data-Driven Control of Distributed Event-Triggered Network Systems[J]. IEEE/CAA Journal of Automatica Sinica,2023,10(2):351-364. |
| APA | Xin Wang,Jian Sun,Gang Wang,Frank Allgöwer,&Jie Chen.(2023).Data-Driven Control of Distributed Event-Triggered Network Systems.IEEE/CAA Journal of Automatica Sinica,10(2),351-364. |
| MLA | Xin Wang,et al."Data-Driven Control of Distributed Event-Triggered Network Systems".IEEE/CAA Journal of Automatica Sinica 10.2(2023):351-364. |
| Files in This Item: | Download All | |||||
| File Name/Size | DocType | Version | Access | License | ||
| JAS-2022-0801.pdf（2396KB） | 期刊论文 | 出版稿 | 开放获取 | CC BY-NC-SA | View Download | |
Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.
Edit Comment