Distributed system identification for linear stochastic systems with binary sensors
文献类型：期刊论文
| 作者 | Fu, Kewei; Chen, Han-Fu; Zhao, Wenxiao1 |
| 刊名 | AUTOMATICA
 |
| 出版日期 | 2022-07-01 |
| 卷号 | 141页码:13 |
| 关键词 | Distributed system identification Binary-valued sensor Stochastic approximation Consensus Convergence Strong consistency |
| ISSN号 | 0005-1098 |
| DOI | 10.1016/j.automatica.2022.110298 |
| 英文摘要 | The problem of distributed identification of linear stochastic system with unknown coefficient theta* over time-varying networks is considered. For estimating theta*, each agent in the network can only access the input and the binary-valued output of the local system. Compared with the existing works on distributed optimization and estimation, the binary-valued local output observation considered in the paper makes the problem challenging. By assuming that the agent in the network can communicate with its adjacent neighbors, a stochastic approximation-based distributed identification algorithm is proposed, and the consensus and convergence of the estimates are established. Finally, a numerical example is given showing that the simulation results are consistent with the theoretical analysis. (C) 2022 Elsevier Ltd. All rights reserved. |
| 资助项目 | National Key Research and Development Program of China[2018YFA0703800] ; National Nature Science Foundation of China[61822312] ; Chinese Academy of Sciences (CAS) Project for Young Scientists in Basic Research[YSBR-008] ; Strategic Priority Research Program of CAS, China[XDA27000000] |
| WOS研究方向 | Automation & Control Systems ; Engineering |
| 语种 | 英语 |
| WOS记录号 | WOS:000797650300016 |
| 出版者 | PERGAMON-ELSEVIER SCIENCE LTD |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/61460]  |
| 专题 | 中国科学院数学与系统科学研究院 |
| 通讯作者 | Zhao, Wenxiao |
| 作者单位 | 1.Chinese Acad Sci, Acad Math & Syst Sci, Key Lab Syst & Control, Beijing 100190, Peoples R China 2.Univ Chinese Acad Sci, Sch Math Sci, Beijing 100049, Peoples R China |
| 推荐引用方式 GB/T 7714 | Fu, Kewei,Chen, Han-Fu,Zhao, Wenxiao. Distributed system identification for linear stochastic systems with binary sensors[J]. AUTOMATICA,2022,141:13. |
| APA | Fu, Kewei,Chen, Han-Fu,&Zhao, Wenxiao.(2022).Distributed system identification for linear stochastic systems with binary sensors.AUTOMATICA,141,13. |
| MLA | Fu, Kewei,et al."Distributed system identification for linear stochastic systems with binary sensors".AUTOMATICA 141(2022):13. |
入库方式： OAI收割
来源：数学与系统科学研究院
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