KMS Of Academy of mathematics and systems sciences, CAS
Identification of Wiener systems with nonlinearity being piecewise-linear function | |
HUANG YiQing; CHEN HanFu; FANG HaiTao | |
2008 | |
发表期刊 | Science in China. Series F: Information Sciences |
ISSN | 1009-2757 |
卷号 | 51期号:1页码:1 |
摘要 | Identification of the Wiener system with the nonlinear block being a piecewise-linear function is considered in the paper, generalizing the results given by H. E. Chen to the case of noisy observation. Recursive algorithms are given for estimating all unknown parameters contained in the system, and their strong consistency is proved. The estimation method is similar to that used by H. E. Chen for Hammerstein systems with the same nonlinearity. However, the assumption imposed by H. E. Chen on the availability of an upper bound for the nonsmooth points of the piecewise-linear function has been removed in this paper with the help of designing an additional algorithm for estimating the upper bound. |
语种 | 英语 |
文献类型 | 期刊论文 |
条目标识符 | http://ir.amss.ac.cn/handle/2S8OKBNM/5310 |
专题 | 系统科学研究所 |
作者单位 | 中国科学院数学与系统科学研究院 |
推荐引用方式 GB/T 7714 | HUANG YiQing,CHEN HanFu,FANG HaiTao. Identification of Wiener systems with nonlinearity being piecewise-linear function[J]. Science in China. Series F: Information Sciences,2008,51(1):1. |
APA | HUANG YiQing,CHEN HanFu,&FANG HaiTao.(2008).Identification of Wiener systems with nonlinearity being piecewise-linear function.Science in China. Series F: Information Sciences,51(1),1. |
MLA | HUANG YiQing,et al."Identification of Wiener systems with nonlinearity being piecewise-linear function".Science in China. Series F: Information Sciences 51.1(2008):1. |
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