Roboticslab based simulation for extraction of reaction force in multi DOF surgical robot dynamic system and analysis

Nahian Rahman, Min-Cheol Lee
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引用次数: 2

Abstract

In modern robotic Surgery, the surgical systems are being involved with multiple degrees of freedom to facilitate dexterity and precise operation in human body. In previous studies, it has shown that, the perturbation observer of sliding mode control with sliding perturbation observer (SMCSPO) can estimate the reaction force acting on the instrument tip. The perturbation is defined as the combination of the uncertainties and nonlinear terms where the major uncertainties arise from the reaction force. However in presence of external dynamics, the vertical instrument inside the body has some effects during operation. Therefore the reaction force estimated by SPO will be a combination of actual reaction force and external disturbances. It is necessary for the surgeon to measure the disturbance effects on the instrument during operation for the sake of safety. This paper studies about dynamic disturbances acting on the instrument using SMCSPO algorithm. A three DOF robot has formed with surgical instrument in RoboticsLab environment. Simulation has shown that SPO of SMCSPO can estimate the actual reaction force quite correctly when the surgical robot is fixed. However, it shows that SPO does not have satisfactory results when the instrument carrying robot's joint are free to move. It has seen that the estimated perturbation of each joint of robot has no relation with each other. Therefore measuring disturbances of the robot joints can be calculated using forward kinematics laws.
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基于Roboticslab的多自由度手术机器人动力学系统反作用力提取仿真与分析
在现代机器人外科手术中,手术系统正涉及多个自由度,以促进人体的灵巧性和精确操作。在以往的研究中,采用滑动摄动观测器的滑模控制的摄动观测器(SMCSPO)可以估计作用在仪表尖端的反作用力。扰动被定义为不确定性和非线性项的结合,其中主要的不确定性来自反作用力。然而,在存在外部动力的情况下,体内的垂直器械在操作过程中会产生一定的影响。因此,SPO估计的反作用力将是实际反作用力和外界干扰的结合。为了安全起见,外科医生有必要测量手术过程中对仪器的干扰效应。本文采用SMCSPO算法研究了作用在仪器上的动态扰动。在RoboticsLab环境下,与手术器械形成了三自由度机器人。仿真结果表明,SMCSPO中的SPO在手术机器人固定状态下能够较准确地估计实际反作用力。然而,当仪器携带机器人关节自由运动时,SPO的效果并不理想。可以看出,机器人各关节的摄动估计彼此之间没有关系。因此,可以利用正运动学定律计算机器人关节的测量扰动。
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