A visual tracking system for a biomimetic autonomous underwater vehicle

被引:0
作者
Guo, JH [1 ]
Wu, CH [1 ]
机构
[1] Natl Taiwan Univ, Dept Engn Sci & Ocean Engn, Taipei 106, Taiwan
来源
PROCEEDINGS OF THE 2004 INTERNATIONAL SYMPOSIUM ON UNDERWATER TECHNOLOGY | 2004年
关键词
AUV; visual tracking; guidance; Kalman filter;
D O I
10.1109/UT.2004.1405592
中图分类号
P75 [海洋工程];
学科分类号
0814 ; 081505 ; 0824 ; 082401 ;
摘要
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.
引用
收藏
页码:317 / 322
页数:6
相关论文
共 11 条
[1]   MAINTAINING REPRESENTATIONS OF THE ENVIRONMENT OF A MOBILE ROBOT [J].
AYACHE, N ;
FAUGERAS, OD .
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1989, 5 (06) :804-819
[2]   Simultaneous localization and map-building using active vision [J].
Davison, AJ ;
Murray, DW .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2002, 24 (07) :865-880
[3]   Motion control and way-point tracking of a biomimetic underwater vehicle [J].
Guo, J ;
Chiu, FC ;
Cheng, SW ;
Joeng, YJ .
PROCEEDINGS OF THE 2002 INTERNATIONAL SYMPOSIUM ON UNDERWATER TECHNOLOGY, 2002, :73-78
[4]   Design of a waypoint-tracking controller for a biomimetic-autonomous underwater vehicle [J].
Guo, JW ;
Tsai, JF ;
Chiu, FC ;
Cheng, SW ;
Ho, YS .
OCEANS 2003 MTS/IEEE: CELEBRATING THE PAST...TEAMING TOWARD THE FUTURE, 2003, :333-339
[5]  
Guo JW, 2003, IEEE INT CONF ROBOT, P983
[6]  
MATTHIES L, 1986, ACM IEEE FALL JOINT, P239
[7]  
MAYBECK PS, 1990, AUTONOMOUS ROBOT VEH
[8]   Vision and motion planning for a mobile robot under uncertainty [J].
Miura, J ;
Shirai, Y .
INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 1997, 16 (06) :806-825
[9]   On-line viewpoint and motion planning for efficient visual navigation under uncertainty [J].
Moon, I ;
Miura, J ;
Shirai, Y .
ROBOTICS AND AUTONOMOUS SYSTEMS, 1999, 28 (2-3) :237-248
[10]   Mosaic-based positioning and improved motion-estimation methods for automatic navigation of submersible vehicles [J].
Negahdaripour, S ;
Xu, X .
IEEE JOURNAL OF OCEANIC ENGINEERING, 2002, 27 (01) :79-99