Iterative identification algorithm for Wiener nonlinear systems using the Newton method |
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| Authors: | Manman Liu Yongsong Xiao Ruifeng Ding |
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| Affiliation: | 1. Key Laboratory of Advanced Process Control for Light Industry (Ministry of Education), Jiangnan University, Wuxi 214122, PR China;2. School of Internet of Things Engineering, Jiangnan University, Wuxi 214122, PR China |
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| Abstract: | ![]()
The Wiener system is an important class of output nonlinear systems. This paper presents a Newton iterative parameter estimation algorithm for Wiener nonlinear systems. The simulation results show that the proposed algorithm is effective. The proposed algorithm can be combined with other iterative methods to identify other linear or nonlinear systems with colored noises. |
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| Keywords: | Parameter estimation Nonlinear systems Wiener systems Newton iteration Iterative identification |
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