Discrete-time Integral Sliding Mode Control of a smart joint for minimally invasive surgeries

Saher Jabeen, A. Yeganeh, G. M. Simsek, G. G. Yapici, K. Abidi, O. Bebek
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引用次数: 2

Abstract

In this work, a shape memory alloy(SMA) actuator based joint (smart joint) is controlled using a discrete-time integral sliding mode (DISM) control to guide the motion of an active catheter. Controller is designed on the base of a simplified physical model of a single SMA actuator which eliminates the necessity of obtaining an accurate model. SMAs are nonlinear actuators and for this reason, a disturbance observer (DOB) is integrated in to the controller to compensate the model uncertainties and external disturbances to the system. A linearized model is used to design the controller. Bandwidth of SMA actuator is small (response frequency is less than 0.1Hz) and hardware communication frequency is 20Hz. Due to high sampling time (τ= 50ms) it is idealized to design a discrete-time controller, as switching frequency of the controller variable is then limited by τ-1. An experimental setup is designed to test the proposed controller with position feedback. In experimental results, DISM controller with DOB is shown to be robust against system model uncertainties and external disturbances. Different frequency responses are compared and it is shown that the response of 0.04 Hz can be achieved with rms tracking error of 0.0112 radians.
用于微创手术的智能关节离散时间积分滑模控制
在这项工作中,使用离散时间积分滑模(DISM)控制来控制基于形状记忆合金(SMA)致动器的关节(智能关节),以引导主动导管的运动。控制器是在单个SMA作动器的简化物理模型的基础上设计的,消除了获取精确模型的需要。sma是非线性作动器,因此,在控制器中集成了扰动观测器(DOB)来补偿模型的不确定性和系统的外部扰动。采用线性化模型设计控制器。SMA执行器带宽小(响应频率小于0.1Hz),硬件通信频率为20Hz。由于高采样时间(τ= 50ms),理想情况下设计一个离散时间控制器,因为控制器变量的开关频率被τ-1限制。设计了一个实验装置来测试所提出的位置反馈控制器。实验结果表明,带DOB的DISM控制器对系统模型不确定性和外部干扰具有较强的鲁棒性。对比了不同频率响应,结果表明,在均方根跟踪误差为0.0112弧度的情况下,可实现0.04 Hz的响应。
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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