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