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非线性系统Wiener模型辨识
引用本文:胡德文,王正志.非线性系统Wiener模型辨识[J].自动化学报,1991,17(2):151-159.
作者姓名:胡德文  王正志
作者单位:1.国防科技大学三系,长沙
摘    要:本文采用不同幅值的三电平伪随机m序列作为输入信号,辨识了离散非线性系统Wiener 模型的线性脉冲响应函数和非线性增益系数.同时讨论了参数估计的统计特性及其区间估 计,并附有仿真结果.

关 键 词:辨识    非线性系统    参数估计    Wiener模型    伪随机序列
收稿时间:1989-5-16

An Identification Method for the Wiener Model of Nonlinear Systems
Hu Dewen,Wang Zhengzhi.An Identification Method for the Wiener Model of Nonlinear Systems[J].Acta Automatica Sinica,1991,17(2):151-159.
Authors:Hu Dewen  Wang Zhengzhi
Affiliation:1.National University of Defense Technology
Abstract:By using the three-level-pseudorandom-sequences with different amplitudes as input signals, we have identified the impulse response functions of the linear part and the polynomial coefficients of the nonlinear part of the discrete-time Wiener model of nonlinear systems. The statistic properties of the estimated parameters and their tolerable bound are discussed in detail. Some simulation results are included in this paper.
Keywords:Identification  nonlinear system  parameter estimation  Wiener model  pseudorandom sequences
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