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