TY - JOUR
T1 - Multi-waypoint-based path planning for free-floating space robots
AU - Zhao, Suping
AU - Siciliano, Bruno
AU - Zhu, Zhanxia
AU - Gutiérrez-Giles, Alejandro
AU - Luo, Jianjun
N1 - Publisher Copyright:
© 2019 Acta Press. All rights reserved.
PY - 2019/8/29
Y1 - 2019/8/29
N2 - This paper studies the multi-waypoint-based path planning problem (MWPP) for redundant space robots. The end-effector of a space robot should visit a set of predefined waypoints with optimal distance, and the free-floating base should suffer minimum attitude disturbances from the manipulator during manoeuver. The MWPP is decomposed into two sub-problems: the problem of optimal waypoint-sequence and the problem of optimal joint-movements. First, the Hybrid Self-adaptive Particle Swarm Optimization algorithm is proposed for optimal waypoint-sequence. Second, an Improved Particle Swarm Optimization algorithm, combined with direct kinematics of the space robot, is proposed for optimal jointmovements. Finally, simulations are presented to validate the approach, including comparisons with other approaches.
AB - This paper studies the multi-waypoint-based path planning problem (MWPP) for redundant space robots. The end-effector of a space robot should visit a set of predefined waypoints with optimal distance, and the free-floating base should suffer minimum attitude disturbances from the manipulator during manoeuver. The MWPP is decomposed into two sub-problems: the problem of optimal waypoint-sequence and the problem of optimal joint-movements. First, the Hybrid Self-adaptive Particle Swarm Optimization algorithm is proposed for optimal waypoint-sequence. Second, an Improved Particle Swarm Optimization algorithm, combined with direct kinematics of the space robot, is proposed for optimal jointmovements. Finally, simulations are presented to validate the approach, including comparisons with other approaches.
KW - Free-floating base
KW - Multi-waypoint-based path planning problem
KW - Particle swarm optimization algorithm
KW - Redundant space robots
KW - Waypoint-sequence
UR - http://www.scopus.com/inward/record.url?scp=85080968753&partnerID=8YFLogxK
U2 - 10.2316/J.2019.206-0032
DO - 10.2316/J.2019.206-0032
M3 - 文章
AN - SCOPUS:85080968753
SN - 0826-8185
VL - 34
SP - 461
EP - 467
JO - International Journal of Robotics and Automation
JF - International Journal of Robotics and Automation
IS - 5
ER -