Title :
Visual homing for a mobile robot using direction votes from flow vectors
Author :
Stewart, Robert L. ; Mills, Michael ; Zhang, Hong
Author_Institution :
Dept. of Comput. Sci., Univ. of Alberta, Edmonton, AB, Canada
Abstract :
This paper investigates the problem of robot visual homing - the navigation to a goal location by a mobile robot using visual sensory input. The visual homing approach taken is to consider the flow vectors between a robot´s current view and a desired milestone view. The flow vectors can be used to determine an angular velocity command that attempts to align the two views under a constant forward speed. Experiments with a mobile robot have been conducted following the teach-replay approach. By using a sequence of milestone images taken successively along a path, preliminary results show that a robot can successfully repeat the path and navigate to its goal autonomously. The method should be useful for route following and other applications involving visual navigation.
Keywords :
angular velocity control; image sensors; image sequences; mobile robots; path planning; robot vision; angular velocity command; constant forward speed; direction votes; flow vectors; milestone images sequence; milestone view; mobile robot; robot current view; robot visual homing; teach-replay approach; visual navigation; visual sensory input; Cameras; Education; Mutual information; Navigation; Robots; Vectors; Visualization;
Conference_Titel :
Multisensor Fusion and Integration for Intelligent Systems (MFI), 2012 IEEE Conference on
Conference_Location :
Hamburg
Print_ISBN :
978-1-4673-2510-3
Electronic_ISBN :
978-1-4673-2511-0
DOI :
10.1109/MFI.2012.6343078