PSO-based time-optimal trajectory planning for space robot with dynamic constraints

Panfeng Huang, Yangsheng Xu

科研成果: 书/报告/会议事项章节会议稿件同行评审

40 引用 (Scopus)

摘要

It is significant to increase the efficiency of space robotic operation in on-orbital services, to plan the time-optimal trajectory becomes an important and necessary problem. As well known, any motion of space manipulator will disturb its base due to the dynamic coupling between the base and manipulator, Especially, for free-floating space robot, when robotic manipulator moves from initial point to the end point, the shorter the motion time is, the greater the disturbance to the base will be. Thus, the space robot will be damaged or uncontrolled if this disturbance is beyond the its constraints. Therefore, it is a challenging problem to plan time-optimal or suboptimal trajectory for space manipulator with dynamics constraints, such as disturbance forces and limited torques. In this paper, we proposed a Particle Swarm Optimization (PSO) to search the global time-optimal trajectory for space manipulator. For the formulation, we define the some inter-knots of joint trajectory as optimal parameters. These inter-knot parameters mainly include joint angle and joint angular velocities. Finally, we use an illustrative example to verify that PSO-based time-optimal trajectory planning method has satisfactory performance and real significance in engineering.

源语言英语
主期刊名2006 IEEE International Conference on Robotics and Biomimetics, ROBIO 2006
1402-1407
页数6
DOI
出版状态已出版 - 2006
活动2006 IEEE International Conference on Robotics and Biomimetics, ROBIO 2006 - Kunming, 中国
期限: 17 12月 200620 12月 2006

出版系列

姓名2006 IEEE International Conference on Robotics and Biomimetics, ROBIO 2006

会议

会议2006 IEEE International Conference on Robotics and Biomimetics, ROBIO 2006
国家/地区中国
Kunming
时期17/12/0620/12/06

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