Nonlinear Hysteresis Modeling and Compensation of Tendon-Sheath System via Piecewise Linear Approximation

Ye Lu, Huijun Li, Jian-yang Lai, Ai-Guon Song
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Abstract

Tendon-sheath system (TSS) provides a simple yet dexterous solution of force transmission for remote actuation. However, the nonlinear friction determines the control performance of TSS. This paper proposes a simplified piecewise linear model to construct backlash hysteresis. An inverse transmission of this model is used to control distal-end force. Considering the effect of velocity on the transmission model, a piecewise inverse mode method with variable parameters is designed to reduce the force tracking error. The performance of the proposed methods is evaluated by force-tracking experiments with different velocities. The results show that the proposed compensator achieves good force-tracking performance and reduces root mean square error (RMSE) from 3.95 N (without compensator), 1.03 N (traditional compensator), and 0.79 N (piecewise compensator) to 0.43 N (piecewise compensator with varying parameters).
基于分段线性逼近的肌腱鞘系统非线性迟滞建模与补偿
肌腱鞘系统(TSS)为远程驱动提供了一种简单而灵活的力传递解决方案。然而,非线性摩擦决定了TSS的控制性能。本文提出了一种简化的分段线性模型来构造间隙迟滞。采用该模型的逆传动来控制远端力。考虑到速度对传动模型的影响,设计了一种变参数分段反模方法来减小力跟踪误差。通过不同速度下的力跟踪实验,对所提方法的性能进行了评价。结果表明,该补偿器具有良好的力跟踪性能,将均方根误差(RMSE)从3.95 N(无补偿器)、1.03 N(传统补偿器)和0.79 N(分段补偿器)降低到0.43 N(变参数分段补偿器)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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