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Fuzzy based velocity constraints of virtual fixtures in tele-robotic surgery

机译:机器人机器人虚拟夹具基于模糊的速度约束

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Velocity control is one of important manipulate methods in terms of tele-operation applications, especially in minimally invasive robotic surgery. The input of the user (doctor) is always with the highest hierarchy in the control loop, however the poor force feedback and limited visual cues may cause inappropriate decision-making. In this paper, a virtual constraint of velocity based on fuzzy logic is presented, by which more proper factors are taken into concern. Firstly, a basic model is generated to demonstrate a general scene of robotic surgery. Then, several factors that may influence the quality and safety of a surgery are identified. After that, a new fuzzy logic rule is created and the outputs of the system provide a virtual constraint to the user in order to prevent penetrations and misoperations. Experimental results show that the proposed virtual velocity constraint is able to accurately limit dangerous operations of the user and protect organs of patients.
机译:就远程操作应用而言,速度控制是重要的操纵方法之一,尤其是在微创机器人手术中。用户(医生)的输入始终在控制回路中具有最高的层次结构,但是不良的力反馈和有限的视觉提示可能会导致决策不当。本文提出了一种基于模糊逻辑的速度虚拟约束,其中考虑了更多合适的因素。首先,生成一个基本模型来演示机器人手术的一般场景。然后,确定可能影响手术质量和安全性的几个因素。之后,创建新的模糊逻辑规则,系统的输出向用户提供虚拟约束,以防止渗透和误操作。实验结果表明,提出的虚拟速度约束能够准确地限制用户的危险操作并保护患者的器官。

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