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基于Volterra泛函级数的非线性系统的鲁棒辨识
Robust identification for nonlinear system based on Volterra series
【摘要】 针对弱非线性系统的鲁棒建模问题,基于Volterra泛函级数,结合集员辨识理论,提出了广义频率响应函数的鲁棒辨识方法,形成了一套较完整的弱非线性系统的鲁棒建模方法,仿真结果表明该方法是行之有效的。
【Abstract】 For the robust modeling problem of weakly nonlinear system, based on Volterra series, a robust identification method for generalized frequency response function is presented by use of set membership identification theory. Then a systematic robust modeling method for weak nonlinear system is raised. Simulation results show its effectiveness.
- 【文献出处】 控制理论与应用 ,Control Theory & Applications , 编辑部邮箱 ,2003年03期
- 【分类号】TP13
- 【被引频次】6
- 【下载频次】247