DocumentCode :
346338
Title :
Multi-sensor fusion for autonomous underwater cable tracking
Author :
Balasuriya, Arjuna ; Ura, Tamaki
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore
Volume :
1
fYear :
1999
fDate :
1999
Firstpage :
209
Abstract :
A multi-sensor fusion technique is proposed for autonomous underwater cable tracking. The work presented here is an extension of the vision based tracking system proposed earlier by Balasuriya and Ura (1997, 1998) and Balasuriya (1998). Two practical problems, encountered in vision based tracking are considered and a solution based on a sensor fusion technique is proposed. The two practical problems considered are; 1) situation when the cable is totally invisible in the image; and 2) situation when there are many similar cables appearing in the image. An experiment is conducted by setting an underwater cable with real world situations, especially with the above mentioned cases, and an autonomous underwater vehicle (AUV), the “Twin-Burger 2” is used to track the cable. The experimental results demonstrate that the proposed method is quite stable in handling the practical problems related to vision based tracking systems
Keywords :
CCD image sensors; mobile robots; path planning; remotely operated vehicles; robot vision; sensor fusion; underwater vehicles; Twin-Burger 2; autonomous underwater cable tracking; autonomous underwater vehicle; multi-sensor fusion; vision based tracking system; Communication cables; Machine vision; Navigation; Optical sensors; Remotely operated vehicles; Testing; Underwater cables; Underwater tracking; Underwater vehicles; Visual servoing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
OCEANS '99 MTS/IEEE. Riding the Crest into the 21st Century
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-5628-4
Type :
conf
DOI :
10.1109/OCEANS.1999.799733
Filename :
799733
Link To Document :
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