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UKF based filtering and curve fitting for estimating the joint stiffness of stewart platform

机译:基于UKF的滤波和曲线拟合,用于估算Stewart平台的关节刚度

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In order to improve the precision of most control method for the stewart platform, this paper gives a novel method to determine the joint stiffness to avoid the negative effect of the actuated joint deformation. We establish the transfer function of the linearized model between the theoretical and the real value of joint deforming length so as to estimate the joint stiffness. At the same time, in view of the special noise of the distance measuring sensor output, the unscented Kalman filter is used in signal processing. The experimental results show that this method can obtain the joint stiffness parameters effectively.
机译:为了提高对Stewart平台的大多数控制方法的精度,本文提出了一种确定关节刚度的新方法,以避免驱动关节变形的负面影响。我们建立了线性化模型在关节变形长度的理论值与实际值之间的传递函数,以估计关节的刚度。同时,鉴于测距传感器输出的特殊噪声,在信号处理中使用了无味的卡尔曼滤波器。实验结果表明,该方法可以有效地获得节点刚度参数。

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