DocumentCode :
176859
Title :
Forward position solution of 3-RPS in-parallel manipulator based on particle swarm optimization
Author :
Zhang Hongli ; Ren Tiantian ; Mahemuti, Pazilai
Author_Institution :
Coll. of Electr. Eng., Xinjiang Univ., Urumqi, China
fYear :
2014
fDate :
May 31 2014-June 2 2014
Firstpage :
4171
Lastpage :
4177
Abstract :
Particle swarm optimization is introduced to solve the problem in this paper. Instead of solving a group of non-linear equations, forward kinematics is solved by computing the extremum of a function. And accurate solutions can be obtained by the global and local searching abilities of advanced particle swarm optimization. It overcomes the shortage that precision is greatly influenced by initial values with conventional numerical methods. Calculation results show that this new method is simple, convenient, and with generality for solving the parallel manipulator forward kinematics problems.
Keywords :
manipulator kinematics; particle swarm optimisation; position control; search problems; 3-RPS in-parallel manipulator; forward position solution; nonlinear equations; parallel manipulator forward kinematics problems; particle swarm optimization; searching abilities; Educational institutions; Equations; Kinematics; Manipulator dynamics; Mathematical model; Particle swarm optimization; forward kinematics; parallel manipulator; particle swarm optimization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control and Decision Conference (2014 CCDC), The 26th Chinese
Conference_Location :
Changsha
Print_ISBN :
978-1-4799-3707-3
Type :
conf
DOI :
10.1109/CCDC.2014.6852912
Filename :
6852912
Link To Document :
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