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

Panfeng Huang, Yangsheng Xu

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

40 Scopus citations

Abstract

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.

Original languageEnglish
Title of host publication2006 IEEE International Conference on Robotics and Biomimetics, ROBIO 2006
Pages1402-1407
Number of pages6
DOIs
StatePublished - 2006
Event2006 IEEE International Conference on Robotics and Biomimetics, ROBIO 2006 - Kunming, China
Duration: 17 Dec 200620 Dec 2006

Publication series

Name2006 IEEE International Conference on Robotics and Biomimetics, ROBIO 2006

Conference

Conference2006 IEEE International Conference on Robotics and Biomimetics, ROBIO 2006
Country/TerritoryChina
CityKunming
Period17/12/0620/12/06

Keywords

  • Dynamic constraints
  • Free-floating space manipulator
  • Particle swarm optimization
  • Time-optimal trajectory

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