首页> 外文会议>Proceedings of the 2007 International Conference on Machine Learning and Cybernetics >INVERSE COMPENSATION METHOD FOR THE EXECUTOR WITH DEADZONE BASED ON ADAPTIVE INVERSE CONTROL
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INVERSE COMPENSATION METHOD FOR THE EXECUTOR WITH DEADZONE BASED ON ADAPTIVE INVERSE CONTROL

机译:基于自适应逆控制的死区执行器逆补偿方法

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摘要

A deadzone inverse compensation of second-order neural network method based on adaptive inverse control is proposed for the nonlinear compensation of the system input.The neural network here is applied to approximating the inverse of deadzone to eliminate the effect of system deadzone, which achieved the dynamic compensation for the unknown nonlinearity of deadzone.This method doesn't require any hypothesis of nonlinear and constraint for deadzone, and realized the compensation strategy composed of estimator and compensator using neural network, which provides a new solution for nonlinear compensation.
机译:提出了一种基于自适应逆控制的二阶神经网络死区逆补偿方法,用于系统输入的非线性补偿。本文采用神经网络对死区逆进行近似,消除了系统死区的影响,实现了系统死区的补偿。该方法不需要任何非线性假设和对死区的约束,并利用神经网络实现了由估计器和补偿器组成的补偿策略,为非线性补偿提供了一种新的解决方案。

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