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Trajectory Planning of 7-DOF Space Manipulator for Minimizing Base Disturbance
Author(s) -
Qiang Zhang,
Lan Wang,
Dongsheng Zhou
Publication year - 2016
Publication title -
international journal of advanced robotic systems
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.394
H-Index - 46
eISSN - 1729-8814
pISSN - 1729-8806
DOI - 10.5772/62123
Subject(s) - control theory (sociology) , computer science , parameterized complexity , simulated annealing , kinematics , trajectory , particle swarm optimization , base (topology) , motion planning , parallel manipulator , manipulator (device) , robot , mathematics , algorithm , artificial intelligence , control (management) , physics , mathematical analysis , classical mechanics , astronomy
In the free-floating mode, there is intense dynamic coupling existing between the space manipulator and the base, and the base attitude may change while performing a motion with its manipulator. Therefore, it is necessary to reduce the interference that resulted from the manipulator movement. For planning trajectories of the space manipulator with 7 degrees of freedom (7-DOF), simulated annealing particle swarm optimization (SAPSO) algorithm is presented in the paper. Firstly, kinematics equations are setup. Secondly, the joint functions are parameterized by sinusoidal functions, and the objective function is defined according to the motion constraints of manipulator and accuracy requirements of the base attitude. Finally, SAPSO algorithm is used to search the optimal trajectory. The simulation results verify the proposed method

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