Comparisons of RCM Generation Algorithms for Vision-Controlled Robotic Endoscope

Weibing Li, Biao Song, Yongping Pan
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Abstract

In minimally invasive surgery (MIS), a surgical endoscope is an essential instrument that provides visualization for the surgeon. One principal characteristic of surgical instruments is that remote center of motion (RCM) must be respected. To meet such a practical requirement, many physical RCM mechanisms and software-based RCM generation algorithms have been proposed. As compared with physical RCM mechanisms, RCM generation algorithms possess more flexibility due to the fact that the RCM point can be adjusted if required. This paper conducts comparisons of four typical RCM generation algorithms applied to a vision-controlled robotic endoscope under joint constraints. Kinematic models of the robotic endoscope and the four RCM generation algorithms are first briefly introduced. Then, a unified control formulation based on quadratic programming (QP) is constructed to incorporate kinematic, RCM, and physical constraints of the robotic endoscope. Based on the unified control scheme, comparative simulations and experiments are performed. The advantages and disadvantages of the four typical RCM generation algorithms are analyzed and discussed. When performing a same peg transfer task in the simulations, the RCM errors synthesized by RCM generation algorithms designed using a plane equation and an insertion equation are smaller. In the physical experiments, there are few differences in the RCM errors. Nevertheless, it is revealed that the joint velocities corresponding to the RCM generation algorithm based on a plane equation are the smallest, which means that the joint angles change more gently and it can be more friendly to MIS.
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视觉控制机器人内窥镜RCM生成算法的比较
在微创手术(MIS)中,手术内窥镜是为外科医生提供可视化的重要工具。手术器械的一个主要特点是必须尊重远程运动中心(RCM)。为了满足这种实际需求,已经提出了许多物理RCM机制和基于软件的RCM生成算法。与物理RCM机制相比,RCM生成算法具有更大的灵活性,因为RCM点可以根据需要进行调整。本文对关节约束下视觉控制机器人内窥镜的四种典型RCM生成算法进行了比较。首先简要介绍了机器人内窥镜的运动学模型和四种RCM生成算法。然后,构建了基于二次规划(QP)的统一控制公式,将机器人内窥镜的运动学约束、RCM约束和物理约束结合起来。基于统一的控制方案,进行了对比仿真和实验。分析和讨论了四种典型RCM生成算法的优缺点。当在模拟中执行相同的peg转移任务时,采用平面方程和插入方程设计的RCM生成算法合成的RCM误差较小。在物理实验中,RCM误差差异不大。然而,基于平面方程的RCM生成算法所对应的关节速度最小,这意味着关节角度变化更平缓,对MIS更友好。
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