DocumentCode :
3038847
Title :
Navigation of mobile robot in dynamic environments
Author :
Abiyev, Rahib H. ; Akkaya, Nurullah ; Aytac, Ersin
Author_Institution :
Dept. Comput. Eng., Near East Univ., Lefkosa, Turkey
Volume :
3
fYear :
2012
fDate :
25-27 May 2012
Firstpage :
480
Lastpage :
484
Abstract :
The main goal of mobile robot navigation is the steering of a robot in any direction, in particularly towards the goal, and to know its precise location in the environment. The existing path finding methods are basically based on potential field method, vector field histogram and A* methods. Using these methods the finding of feasible path will not complete in reasonable short time for real-time operation. This paper is devoted to the development and implementation of path finding algorithm that obtains the path in required short time. A rapidly exploring random tree (RRT) algorithm that quickly finds a feasible solution is basically used to solve this problem. However, the RRT algorithm alone does not return better results. Here the integration of RRT with path smoothing techniques is considered. Through simulation it was shown that this algorithm has efficiently finds desirable and near optimal solutions in short time.
Keywords :
mobile robots; navigation; path planning; random processes; smoothing methods; trees (mathematics); A* method; RRT algorithm; dynamic environment; mobile robot navigation; path finding algorithm; path finding method; path smoothing technique; potential field method; rapidly exploring random tree algorithm; robot steering; vector field histogram; Algorithm design and analysis; Heuristic algorithms; Mobile robots; Navigation; Robot kinematics; Smoothing methods; navigation; obstacle avoidance; path finding;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Science and Automation Engineering (CSAE), 2012 IEEE International Conference on
Conference_Location :
Zhangjiajie
Print_ISBN :
978-1-4673-0088-9
Type :
conf
DOI :
10.1109/CSAE.2012.6272997
Filename :
6272997
Link To Document :
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