Title :
PSO based trajectory planning of Free Floating Space Robot for minimizing spacecraft attitude disturbance
Author :
Huo, Xing ; Cheng, Yiming ; Wang, Yongzhi ; Hu, Qinglei
Author_Institution :
Bohai Univ., Jinzhou, China
Abstract :
A trajectory planning scheme based on Particle Swarm Optimization (PSO) is presented for Free Floating Space Robot (FFSR) to minimize the spacecraft disturbance due to the motion of manipulator. Firstly, by analyzing the momentum conservation law and angular momentum conservation law, an optimal control algorithm is developed for FFSR trajectory planning, in which the spacecraft disturbance is considered as the objective function. High order polynomial is used to approximate the trajectories of manipulator joints, and the coefficients of the polynomial are set as optimization parameters. To guarantee the convergence of the algorithm, the PSO with constriction factor is used such that an optimal trajectory can always be achieved in limited evolution generations. Numerical simulation results show the validity of the proposed methodology.
Keywords :
aerospace robotics; attitude control; manipulator kinematics; optimal control; particle swarm optimisation; position control; space vehicles; FFSR trajectory planning; PSO; angular momentum conservation law; free floating space robot; manipulator joints; optimal control algorithm; particle swarm optimization; polynomial coefficient; spacecraft attitude disturbance minimization; Aerospace electronics; Conferences; Joints; Planning; Robot kinematics; Trajectory; Attitude Disturbance; Constriction Factor; Free Floating; Particle Swarm Optimization; Space Robot;
Conference_Titel :
Control and Decision Conference (CCDC), 2011 Chinese
Conference_Location :
Mianyang
Print_ISBN :
978-1-4244-8737-0
DOI :
10.1109/CCDC.2011.5968295