DocumentCode :
1575501
Title :
Path-planning optimization of underwater microrobots in 3-D space by PSO Approach
Author :
Guo, Shuxiang ; Gao, Baofeng
Author_Institution :
Harbin Eng. Univ., Harbin, China
fYear :
2009
Firstpage :
1655
Lastpage :
1620
Abstract :
The paper researches on the problem of path-planning and optimization of several underwater microrobots in three-dimensional space by developing a novel spiral particle pathway searching approach and PSO Approach. We propose a kind of novel underwater multi-microrobot system which is consist of a mother submarine and several microrobots with ICPF (ionic conducting polymer film) actuators. Firstly, we set up the environmental model of robot path-planning in 3-D space, the obstacle be simplified as a solid sphere element and the microrobot be simplified as a particle point. The concept of the grid method and a spiral particle pathway searching approach are developed and used to search for particles in the pathway in the plane of parallel subspace. MATLAB is used to calculate the particles in order to search the best path to the target points in three-dimensional space. DPSO is used to optimize the path of microrobots. At last, we get the optimized pathway of a single microrobot and pathway of three microrobots searching for the target points without collection with each other by using spiral particle pathway searching approach and PSO Approach.
Keywords :
actuators; microrobots; particle swarm optimisation; path planning; 3D space; MATLAB; grid method; ionic conducting polymer film actuators; particle swarm optimization; path planning optimization; solid sphere element; spiral particle pathway searching approach; underwater microrobots; Actuators; Biological materials; Biomedical materials; Legged locomotion; Multirobot systems; Orbital robotics; Path planning; Robot kinematics; Space technology; Spirals; ICPF Actuator; Mult-microrobot System; PSO; pathway searching;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics and Biomimetics (ROBIO), 2009 IEEE International Conference on
Conference_Location :
Guilin
Print_ISBN :
978-1-4244-4774-9
Electronic_ISBN :
978-1-4244-4775-6
Type :
conf
DOI :
10.1109/ROBIO.2009.5420390
Filename :
5420390
Link To Document :
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