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Motion Planning of Robot Arm with Rotating Table for a Multiple-Goal Task

机译:机器人手臂的运动规划,用于多目标任务的旋转表

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Motion planning of a manipulator system is important when using it to complete a task. In this study, we consider a manipulator system with a robot arm and a rotating table for a multiple-goal task. We first assign the goals around the object into several clusters based on the face in the geometric shape of the object. And then search for the shortest path for the goals in a cluster by coordinating the motion of robot arm and the motion of rotating table based on the particle swarm optimization (PSO). Finally connect the paths found in each cluster. The collisions between the components of the manipulator system is taken into account. The proposed method is compared to a method that only uses nearest neighborhood algorithm (NNA) to coordinate the motion of the robot arm and the rotating table. The effectiveness of the proposed method is verified through a simulation with a set of tasks.
机译:当使用它完成任务时,操纵器系统的运动规划很重要。在这项研究中,我们考虑一种具有机器人臂和用于多目标任务的旋转表的机械手系统。我们首先将目标周围的目标分配到基于物体的几何形状的面部的几个簇中。然后通过协调机器人臂的运动和基于粒子群优化(PSO)来搜索集群中的目标的最短路径。最后连接每个群集中的路径。考虑操纵器系统的组件之间的碰撞。将所提出的方法与仅使用最近的邻域算法(NNA)的方法进行比较,以协调机器人臂和旋转台的运动。通过使用一组任务的模拟来验证所提出的方法的有效性。

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