Underwater Target Following with a Vision-based Autonomous Robotic Fish

被引:11
|
作者
Hu, Yonghui [1 ]
Zhao, Wei [1 ]
Wang, Long [1 ]
Jia, Yingmin [2 ]
机构
[1] Peking Univ, Coll Engn, Dept Mech & Space Technol, Intelligent Control Lab,Ctr Syst & Control, Beijing 100871, Peoples R China
[2] Beihang Univ, Res Div 7, Beijing 100083, Peoples R China
基金
中国国家自然科学基金;
关键词
D O I
10.1109/ACC.2009.5160003
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper is concerned with vision-based target following control of an autonomous, ostraciiform swimming robotic fish. Based on the successful development and effective swimming locomotion control of the robotic fish prototype, we further investigate the utility of the onboard digital camera in target following task, the output of which can be processed with the embedded processor. To treat the degradation of underwater images, a modified continuously adaptive mean shift (Camshift) algorithm is employed to keep visual lock on the moving target. A fuzzy logic controller is designed for motion regulation of a hybrid swimming pattern, which employs synchronized pectoral fins for thrust generation and tail fin for steering. A simple target following task is designed via an autonomous robotic fish swimming after a manually controlled robotic fish with fixed distance. Experimental results verify the effectiveness of the proposed methods.
引用
收藏
页码:5265 / +
页数:2
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