DocumentCode :
2041731
Title :
Fusion of omni-directional sonar and omni-directional vision for environment recognition of mobile robots
Author :
Yata, Teruko ; Ohya, Akihisa ; Yuta, Shin Ichi
Author_Institution :
Intelligent Robot Lab., Tsukuba Univ., Ibaraki, Japan
Volume :
4
fYear :
2000
fDate :
2000
Firstpage :
3925
Abstract :
This paper propose a new method of sensor fusion of an omni-directional ultrasonic sensor and an omnidirectional vision sensor. A new omni-directional sonar, which we developed, can measure accurate distance and direction of reflecting points, and an omnidirectional vision can give direction to edges of segment. We propose a sensor fusion method using both the reflecting points measured by the sonar and the edges of segment measured by the vision, based on the angles. Those data are different in character, so they compensate each other in the proposed method, and it becomes possible to get better information which are useful for environment recognition of mobile robots. We describe the proposed method and an experimental result to show its potential
Keywords :
image recognition; mobile robots; robot vision; sensor fusion; sonar signal processing; US sensor; environment recognition; mobile robots; omni-directional sonar; omni-directional ultrasonic sensor; omnidirectional vision sensor; reflecting point direction measurement; reflecting point distance measurement; segment edge direction; sensor fusion; Character recognition; Intelligent sensors; Mobile robots; Robot sensing systems; Robot vision systems; Sensor fusion; Sensor phenomena and characterization; Sonar measurements; Sonar navigation; Ultrasonic variables measurement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics and Automation, 2000. Proceedings. ICRA '00. IEEE International Conference on
Conference_Location :
San Francisco, CA
ISSN :
1050-4729
Print_ISBN :
0-7803-5886-4
Type :
conf
DOI :
10.1109/ROBOT.2000.845343
Filename :
845343
Link To Document :
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