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 |
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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 |
卷 | 46 |
期 | 2 |
DOI | |
出版状态 | 已出版 - 2月 2024 |
关键词
- motion planning
- on-orbit assembly
- robot
- stochastic optimization