DocumentCode :
643004
Title :
A multiple camera based visual compass for a mobile robot in dynamic environment
Author :
Sabnis, Anupa ; Vachhani, Leena
Author_Institution :
Inter Disciplinary Programme in Syst. & Control Eng., Indian Inst. of Technol. Bombay, Mumbai, India
fYear :
2013
fDate :
28-30 Aug. 2013
Firstpage :
611
Lastpage :
616
Abstract :
It is important to gather knowledge of orientation of the robot at any pose in many mobile robotic tasks. A visual compass is a technique that matches images to find the orientation of a robot. These images are collected at the reference and current pose of the robot. A robust visual compass technique is proposed to determine the orientation of the robot at any pose with respect to a reference direction using multiple cameras for unknown dynamic environment. The multiple camera system is the only sensor used to develop visual compass technique. The method estimates the orientation of the robot by finding first coarse and then fine angle difference between reference and current positions. The experiments in indoor and outdoor dynamic environment validate that the proposed visual compass technique estimates the orientation of a mobile robot with respect to its orientation at reference position within ±5° error. The proposed technique does not use expensive image processing tasks such as feature extraction and feature matching.
Keywords :
cameras; feature extraction; mobile robots; expensive image processing tasks; feature extraction; feature matching; mobile robot orientation; mobile robotic tasks; multiple camera based visual compass; multiple camera system; outdoor dynamic environment; reference direction; reference position; robust visual compass; unknown dynamic environment; Cameras; Compass; Feature extraction; Robot vision systems; Visualization; Orientation of robot; dynamic environment; multiple camera system; visual compass;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Applications (CCA), 2013 IEEE International Conference on
Conference_Location :
Hyderabad
ISSN :
1085-1992
Type :
conf
DOI :
10.1109/CCA.2013.6662817
Filename :
6662817
Link To Document :
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