Compensation for gradient-based adaptive observers

J. Lilly
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引用次数: 1

Abstract

A method of compensating adaptive observers for actuator noise is proposed. The main idea of the method is to filter the output error and use this filtered signal to adjust the state and parameter estimates of the observer. The error filter can be any system which satisfies certain very general criteria. A simulation is presented in which errors resulting from a sinusoidal input disturbance are negated by filtering the output error with a notch filter.
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基于梯度的自适应观测器补偿
提出了一种自适应观测器补偿作动器噪声的方法。该方法的主要思想是对输出误差进行滤波,并利用滤波后的信号来调整观测器的状态和参数估计。误差滤波器可以是任何系统,只要满足某些非常一般的标准。给出了一种仿真方法,通过陷波滤波器对输出误差进行滤波,消除了由正弦输入扰动引起的误差。
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