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
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;
Conference_Titel :
Underwater Technology, 2004. UT '04. 2004 International Symposium on
Conference_Location :
Taipei
Print_ISBN :
0-7803-8541-1
DOI :
10.1109/UT.2004.1405592