DocumentCode :
2282187
Title :
Autonomous mobile robot system concept based On PSO path planner and vSLAM
Author :
Mohamed, Abdullah Zawawi ; Lee, Sang Heon ; Hsu, Hung Yao
Author_Institution :
Dept. of Adv. Manuf. & Mech. Eng., Univ. of South Australia, Adelaide, SA, Australia
Volume :
4
fYear :
2011
fDate :
10-12 June 2011
Firstpage :
92
Lastpage :
97
Abstract :
The idea of placing small mobile robots to move around in a large building for potential intruders detection has been aroused for some time. However it is still facing two major hurdles: not to lose its ground truth and to make a decision on how to move around safely and effectively within reasonable computation cost. This paper describes a mathematical model for a development of a scheme for an autonomous low cost mobile robot system using visual SLAM (simultaneous localisation and mapping) and Particle Swarm Intelligent path planner. The result showed that this system could provide a solution for the problem in indoor mobile robot navigation. The advancements of the computer technology make this technique as a cost effective solution for a future home service robot.
Keywords :
SLAM (robots); mobile robots; particle swarm optimisation; path planning; autonomous low cost mobile robot system; computer technology; home service robot; indoor mobile robot navigation; mathematical model; particle swarm intelligent path planner; particle swarm optimisation; potential intruders detection; simultaneous localisation and mapping; visual SLAM; Collision avoidance; Genetic algorithms; Mobile robots; Optimization; Path planning; Robot sensing systems; PSO; autonomous robot; path planning; vSLAM;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Science and Automation Engineering (CSAE), 2011 IEEE International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-8727-1
Type :
conf
DOI :
10.1109/CSAE.2011.5952810
Filename :
5952810
Link To Document :
بازگشت