Title :
PSO-Based Time-Optimal Trajectory Planning for Space Robot with Dynamic Constraints
Author :
Huang, Panfeng ; Xu, Yangsheng
Author_Institution :
Coll. of Astronaut., Northwestern Polytech. Univ., Xi´´an
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.
Keywords :
aerospace robotics; manipulators; mobile robots; optimal control; particle swarm optimisation; path planning; search problems; PSO-based time-optimal trajectory planning; dynamic constraint; free-floating space robot; global search; inter-knot parameter; joint angular velocity; on orbital service; particle swarm optimization; space manipulator; Aerodynamics; Manipulator dynamics; Motion planning; Nonlinear dynamical systems; Optimal control; Orbital robotics; Particle swarm optimization; Path planning; Robotics and automation; Trajectory; Free-floating space manipulator; dynamic constraints; particle swarm optimization; time-optimal trajectory;
Conference_Titel :
Robotics and Biomimetics, 2006. ROBIO '06. IEEE International Conference on
Conference_Location :
Kunming
Print_ISBN :
1-4244-0570-X
Electronic_ISBN :
1-4244-0571-8
DOI :
10.1109/ROBIO.2006.340134