DocumentCode
3163704
Title
Hydraulic-actuated quadruped robot mechanism design optimization based on particle swarm optimization algorithm
Author
Ma, Ming ; Wang, Jianzhong
Author_Institution
Sch. of Mechatronical Eng., Beijing Inst. of Technol., Beijing, China
fYear
2011
fDate
8-10 Aug. 2011
Firstpage
4026
Lastpage
4029
Abstract
In order to implement the ability of carrying heavy loads and adapting to all kinds of terrain for the quadruped robot with hydraulic actuated which takes mule as the bionic prototype, its mechanism design optimization is studied in this paper. Firstly, by establishing the mathematical model for the quadruped robot, the kinematics and dynamics equations describing its motion status are derived, based on which the foot trajectory of the robot would be planned. Then by choosing the entire minimum of the hydraulic flow of one leg as the objective function, the particle swarm optimization algorithm (PSO) is used to optimize the mechanism design parameters of the robot to get the optimal solutions. Comparing the optimized result with the initial one, the PSO algorithm shows its effectiveness in determining the variables of mechanism design for the robot.
Keywords
design engineering; hydraulic actuators; legged locomotion; particle swarm optimisation; position control; robot dynamics; robot kinematics; PSO; design optimization; hydraulic actuated quadruped robot mechanism; hydraulic flow; particle swarm optimization algorithm; robot dynamics; robot foot trajectory planning; robot kinematics; robot motion status; Algorithm design and analysis; Foot; Joints; Legged locomotion; Optimization; Robot kinematics; PSO algorithm; hydraulic actuation; mechanism optimization; quadruped robot;
fLanguage
English
Publisher
ieee
Conference_Titel
Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC), 2011 2nd International Conference on
Conference_Location
Deng Leng
Print_ISBN
978-1-4577-0535-9
Type
conf
DOI
10.1109/AIMSEC.2011.6010070
Filename
6010070
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