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Multi-criteria optimization of the 4 links of an 8 DOF haptic master device for a surgical robot

机译:用于外科机器人的8 DOF触觉主设备的4个环路的多标准优化

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This paper discusses multi-criteria optimization of the 4 links of an 8 DOF haptic master device for a minimally invasive surgery. In minimally invasive surgery, because of limited information from surgical scene, sensation of feedback force and manipulability of device are important factors during surgery. Therefore, optimization of the device is required for efficiency of surgical procedures. To achieve this purpose, physical meanings of various performance indices are introduced. And some performance indices such as workspace, kinematic manipulability and force isotropy index are considered. Also, to measure global condition of these indices, global indices are defined and calculated by using monte-carlo method. And then genetic algorithm is used to get optimal link lengths in this multi-criteria optimization problem.
机译:本文讨论了8家DOF触觉母装置的4个环节的多标准优化,用于微创手术。 在微创手术中,由于来自外科手术场景的有限信息,设备的反馈力和设备的可操纵性是手术期间的重要因素。 因此,需要对装置的优化来效率进行外科手术。 为实现此目的,介绍了各种性能指标的物理含义。 和一些性能指标,如工作区,运动型操作性和力量同位数指数。 此外,为了测量这些指数的全局条件,通过使用Monte-Carlo方法来定义和计算全局指标。 然后遗传算法用于在该多标准优化问题中获得最佳链路长度。

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