DocumentCode :
3114628
Title :
Mobile Robot Navigation using alpha level fuzzy logic system: Experimental investigations
Author :
Parasuraman, S. ; Ganapathy, V. ; Shirinzadeh, Bijan
Author_Institution :
Sch. of Eng., Monash Univ., Bandar Sunway
fYear :
2008
fDate :
12-15 Oct. 2008
Firstpage :
1878
Lastpage :
1884
Abstract :
This paper presents the issues associated with the mobile robot navigation and the establishment of a new technique to navigate the mobile robot in a real world environment. The issues discussed are (i) If multiple obstacles are appeared in the environment with equal distances as perceived from multiple sensors of robot, then the corresponding multiple obstacles are treated as a whole and the robot deviate from obstacles widely and avoid then reaching to the target. As a result of the wide deviation, the robot takes long time and long path to reach the target position. (ii) Behavior rule selection when multiple obstacles are appeared in the environment with equal distances from robot. The robot navigation with optimal path, time and rule selection are more important and critical task, whenever the mobile robots are engaged to search the lives in the event of natural disaster like earthquake etc. A new methodology is proposed and used for resolving the above issues and discussed in this paper. The mathematical aspect of resolving conflicts is presented the following section.
Keywords :
fuzzy control; fuzzy logic; fuzzy set theory; fuzzy systems; mobile robots; path planning; alpha level fuzzy logic system; behavior rule selection; fuzzy set theory; mobile robot navigation; optimal path; Fuzzy control; Fuzzy logic; Fuzzy sets; Mechanical engineering; Mobile robots; Navigation; Robot kinematics; Robot sensing systems; Tin; Wheels; Behavior Conflicts; Behavior selection; Fuzzy logic system; Mobile robot Navigation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man and Cybernetics, 2008. SMC 2008. IEEE International Conference on
Conference_Location :
Singapore
ISSN :
1062-922X
Print_ISBN :
978-1-4244-2383-5
Electronic_ISBN :
1062-922X
Type :
conf
DOI :
10.1109/ICSMC.2008.4811563
Filename :
4811563
Link To Document :
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