论文标题

使用电流电流对肌腱驱动机器人操纵器的非线性磁滞补偿

Non-linear Hysteresis Compensation of a Tendon-sheath-driven Robotic Manipulator using Motor Current

论文作者

Lee, Dong-Ho, Kim, Young-Ho, Collins, Jarrod, Kapoor, Ankur, Kwon, Dong-Soo, Mansi, Tommaso

论文摘要

肌腱驱动的操纵器(TSM)由于其长而薄,柔韧性和合规性,因此在微创手术系统中广泛使用,使它们在狭窄或曲折的环境中易于验证。许多基于TSM的商业医疗设备具有非线性现象,这些现象是由于反向磁滞和死区的组成而产生的,这导致了实现最终效应姿势的精确控制的巨大挑战。但是,文献中的许多最新作品并未考虑这些现象的综合效果和补偿,而是关注实际方法来识别现实条件下模型参数的实际方法。本文提出了一个简化的分段线性模型,以共同构建反向磁滞和死区补偿器。此外,引入了一种实用方法,以使用来自TSM的机器人控制器的电动机来识别模型参数。我们提出的方法通过多个心内超声心动图(ICE)导管验证,这是TSM的典型商业示例,通过周期性和非周期性运动。我们的结果表明,反弹滞后和死区的误差大大降低,因此在应用提出的方法时,机器人控制的准确性得到了提高。

Tendon-sheath-driven manipulators (TSM) are widely used in minimally invasive surgical systems due to their long, thin shape, flexibility, and compliance making them easily steerable in narrow or tortuous environments. Many commercial TSM-based medical devices have non-linear phenomena resulting from their composition such as backlash hysteresis and dead zone, which lead to a considerable challenge for achieving precise control of the end effector pose. However, many recent works in the literature do not consider the combined effects and compensation of these phenomena, and less focus on practical ways to identify model parameters in realistic conditions. This paper proposes a simplified piecewise linear model to construct both backlash hysteresis and dead zone compensators together. Further, a practical method is introduced to identify model parameters using motor current from a robotic controller for the TSM. Our proposed methods are validated with multiple Intra-cardiac Echocardiography (ICE) catheters, which are typical commercial example of TSM, by periodic and non-periodic motions. Our results show that the errors from backlash hysteresis and dead zone are considerably reduced and therefore the accuracy of robotic control is improved when applying the presented methods.

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