Title
A CBR approach to Behaviour-Based Navigation for an Autonomous Mobile Robot
Abstract
This paper presents a new CBR navigation scheme based on three behaviours: wall following, corridor following and door crossing. The system switches among CBR behaviours depending on a local grid built around the robot from sonar sensor readings. The main advantage of the proposed system is that it can easily adapt to any robot and environment, learning, both by training and by its own experience. The method has been successfully tested in real environments with a Pioneer robot equipped with 8 frontal sonar sensors.
Year
DOI
Venue
2007
10.1109/ROBOT.2007.364042
Roma
Keywords
Field
DocType
case-based reasoning,learning (artificial intelligence),mobile robots,navigation,sonar,Pioneer robot,autonomous mobile robot,behaviour-based navigation,case-based reasoning,corridor following,door crossing,learning,sonar sensor readings,wall following,Behaviour,case-based reasoning,learning,navigation,robot
Sonar sensor,Robot control,Sonar,Control engineering,Engineering,Mobile robot navigation,Case-based reasoning,Robot,Mobile robot,Grid
Conference
Volume
Issue
ISSN
2007
1
1050-4729 E-ISBN : 1-4244-0602-1
ISBN
Citations 
PageRank 
1-4244-0602-1
2
0.36
References 
Authors
12
3
Name
Order
Citations
PageRank
Alberto Poncela1252.88
C. Urdiales225133.14
Francisco Sandoval Hernández320.36