DocumentCode :
1890868
Title :
Determination of exploration target based on belief measure in multi-robot exploration
Author :
Kobayashi, Futoshi ; Sakai, Shiro ; Kojima, Fumio
Author_Institution :
Graduate Sch. of Sci. & Technol., Kobe Univ., Japan
Volume :
3
fYear :
2003
fDate :
16-20 July 2003
Firstpage :
1545
Abstract :
Multi robot exploration is received much attention in various fields. Some research works of multi-robot exploration have studied. We have also proposed a sharing method between robots in multi robot exploration. In our method, the belief measure is used as the explored information in each robot. Then, each robot has grid maps for storing explored information and for sharing information explored by other robots. However, each robot moves randomly and cannot explore efficiently. Therefore, this paper deals with a determination method of exploring points in multi robot exploration. In this method, each robot can determine exploring points considering the belief measures. The key point of this method is that robots have not a common map and determine exploring points independently. The effectiveness of our approach is demonstrated by a real experiments with two mobile robots.
Keywords :
mobile robots; multi-robot systems; path planning; belief measure; explored information; exploring points determination; grid maps; mobile robots; multirobot exploration; sharing method; Collaboration; Fault tolerance; Intelligent robots; Machine vision; Mobile robots; Position measurement; Robot sensing systems; Robot vision systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Intelligence in Robotics and Automation, 2003. Proceedings. 2003 IEEE International Symposium on
Print_ISBN :
0-7803-7866-0
Type :
conf
DOI :
10.1109/CIRA.2003.1222227
Filename :
1222227
Link To Document :
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