DocumentCode
2776113
Title
A visual tracking system for a biomimetic autonomous underwater vehicle
Author
Guo, Jenhwa ; Wu, Chun-Hua
Author_Institution
Dept. of Eng. Sci. & Ocean Eng., Nat. Taiwan Univ., Taipei
fYear
2004
fDate
20-23 April 2004
Firstpage
317
Lastpage
322
Abstract
A visual tracking system for the guidance and navigation of a biomimetic-autonomous underwater vehicle (BAUV) is proposed. Video camera provides precise guiding when the BAUV is close to its target. We design the guidance system that utilizes vision sensor to approach a target. The purpose of the visual sensor is to assist the position estimation of the vehicle and the environment. BAUV swims with cyclic oscillations. Hough transform is applied for resolving the swinging features on the image plane due to the yawing, rolling and pitching of BAUV. A kinematic model is derived to describe the motion of BAUV, and the stereo imaging is applied to estimate relative distance between the BAUV and the underwater target. An extended Kalman filter that combines observational information with navigational data is shown to be effective in reducing positional uncertainty of the BAUV. Numerical simulations and experimental results in a water tank show the validity of the proposed method
Keywords
Hough transforms; Kalman filters; biomimetics; image sensors; navigation; numerical analysis; oceanographic equipment; remotely operated vehicles; sonar tracking; stereo image processing; tanks (containers); underwater vehicles; video cameras; water storage; BAUV; Hough transform; biomimetic autonomous underwater vehicle; cyclic oscillations; extended Kalman filter; kinematic model; navigational data; numerical simulations; position estimation; positional uncertainty; stereo imaging; swinging properties; underwater target; underwater vehicle guidance system; underwater vehicle navigation; vehicles pitching; vehicles rolling; vehicles yawing; video camera; vision sensor; visual tracking system; water tank; Biomimetics; Biosensors; Cameras; Image resolution; Machine vision; Navigation; Sensor systems; Target tracking; Underwater tracking; Underwater vehicles;
fLanguage
English
Publisher
ieee
Conference_Titel
Underwater Technology, 2004. UT '04. 2004 International Symposium on
Conference_Location
Taipei
Print_ISBN
0-7803-8541-1
Type
conf
DOI
10.1109/UT.2004.1405592
Filename
1405592
Link To Document