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