空间桁架在轨装配机器人的运动规划方法

Cong Liu, Haifeng Li, Mingming Wang, Jianjun Luo

科研成果: 期刊稿件文章同行评审

摘要

In this paper, a design scheme of using a robot to complete the on-orbit assembly of a space truss is proposed, and a motion planning method that introduces heuristic information is proposed for the collision-free motion planning problem of the robot. Firstly, an assembly robot and a space truss system are designed. Then, a collision detection algorithm based on distance field is introduced to detect obstacles in space, and the stochastic trajectory optimization for motion planning (STOMP) algorithm is used to plan the robot's collision-free motion. The heuristically STOMP (hSTOMP) motion planning algorithm is proposed to solve the problem of low efficiency caused by uncertain of the direction of stochastically-stacked trajectory. The simulation results show that the algorithm can quickly obtain the collision-free smooth joint trajectory of the robot. The introduction of heuristic information greatly improves the planning efficiency of the original algorithm, which has certain theoretical significance and application value.

投稿的翻译标题Robot motion planning method for space truss on-orbit assembly
源语言繁体中文
页(从-至)715-721
页数7
期刊Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics
46
2
DOI
出版状态已出版 - 2月 2024

关键词

  • motion planning
  • on-orbit assembly
  • robot
  • stochastic optimization

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