TY - GEN
T1 - PSO-based time-optimal trajectory planning for space robot with dynamic constraints
AU - Huang, Panfeng
AU - Xu, Yangsheng
PY - 2006
Y1 - 2006
N2 - 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.
AB - 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.
KW - Dynamic constraints
KW - Free-floating space manipulator
KW - Particle swarm optimization
KW - Time-optimal trajectory
UR - http://www.scopus.com/inward/record.url?scp=46249085168&partnerID=8YFLogxK
U2 - 10.1109/ROBIO.2006.340134
DO - 10.1109/ROBIO.2006.340134
M3 - 会议稿件
AN - SCOPUS:46249085168
SN - 1424405718
SN - 9781424405718
T3 - 2006 IEEE International Conference on Robotics and Biomimetics, ROBIO 2006
SP - 1402
EP - 1407
BT - 2006 IEEE International Conference on Robotics and Biomimetics, ROBIO 2006
T2 - 2006 IEEE International Conference on Robotics and Biomimetics, ROBIO 2006
Y2 - 17 December 2006 through 20 December 2006
ER -