KMS Of Academy of mathematics and systems sciences, CAS
| Recursive identification of FIR systems with binary-valued outputs and communication channels | |
Guo, Jin1; Zhao, Yanlong2 ; Sun, Chang-Yin1; Yu, Yao1
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| 2015-10-01 | |
| Source Publication | AUTOMATICA
 |
| ISSN | 0005-1098 |
| Volume | 60Pages:165-172 |
| Abstract | This paper investigates the recursive identification of the finite impulse response systems whose outputs are subject to both the binary-valued quantization and the communication unreliability. The discrete memoryless channel with packet losses and the additive white Gaussian noise channel with time-delay are considered, a stochastic gradient type algorithm and a stochastic approximation type algorithm are respectively proposed to estimate the unknown system parameters. Under some mild conditions, the algorithms can be proved to be convergent in the almost sure and mean square senses. Also, the convergence rates are given. Numerical examples are included to illustrate the performance of the algorithms. (C) 2015 Elsevier Ltd. All rights reserved. |
| Keyword | System identification Binary-valued output Communication channel Convergence Convergence rate |
| DOI | 10.1016/j.automatica.2015.06.030 |
| Language | 英语 |
| Funding Project | National Science Fund for Distinguished Young Scholars[61125306] ; National Natural Science Foundation of China[61174042] ; National Natural Science Foundation of China[61473324] ; National Natural Science Foundation of China[61403027] ; Beijing Natural Science Foundation[4144078] |
| WOS Research Area | Automation & Control Systems ; Engineering |
| WOS Subject | Automation & Control Systems ; Engineering, Electrical & Electronic |
| WOS ID | WOS:000361073600021 |
| Publisher | PERGAMON-ELSEVIER SCIENCE LTD |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://ir.amss.ac.cn/handle/2S8OKBNM/20787 |
| Collection | 系统科学研究所 |
| Corresponding Author | Zhao, Yanlong |
| Affiliation | 1.Univ Sci & Technol Beijing, Sch Automat & Elect Engn, Beijing 100083, Peoples R China 2.Chinese Acad Sci, Acad Math & Syst Sci, Inst Syst Sci, Key Lab Syst & Control, Beijing 100190, Peoples R China |
| Recommended Citation GB/T 7714 | Guo, Jin,Zhao, Yanlong,Sun, Chang-Yin,et al. Recursive identification of FIR systems with binary-valued outputs and communication channels[J]. AUTOMATICA,2015,60:165-172. |
| APA | Guo, Jin,Zhao, Yanlong,Sun, Chang-Yin,&Yu, Yao.(2015).Recursive identification of FIR systems with binary-valued outputs and communication channels.AUTOMATICA,60,165-172. |
| MLA | Guo, Jin,et al."Recursive identification of FIR systems with binary-valued outputs and communication channels".AUTOMATICA 60(2015):165-172. |
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