Iterative identification algorithm for Wiener nonlinear systems using the Newton method

作者：Liu Manman; Xiao Yongsong; Ding Ruifeng^*

来源：Applied Mathematical Modelling, 2013, 37(9): 6584-6591.

DOI：10.1016/j.apm.2013.01.025

• Parameter estimation
• Nonlinear systems
• Wiener systems
• Newton iteration
• Iterative identification

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.

• 出版日期2013-5-1
• 单位江南大学