Visual tracking of multiple robotic fish for cooperative control

被引:3
|
作者
Yu, Junzhi [1 ,2 ]
Fang, Yimin [2 ]
Wang, Long [2 ]
Liu, Lizhong [2 ]
机构
[1] Chinese Acad Sci, Inst Automat, Beijing 100080, Peoples R China
[2] Peking Univ, Dept Engn Sci & Mech, Beijing 100871, Peoples R China
基金
中国国家自然科学基金;
关键词
visual tracking; robotic fish; color-based; parallel optimization; SIMD technology;
D O I
10.1109/ROBIO.2006.340301
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we investigate visual tracking of multiple biomimetic robotic fish which swim together to achieve some specific tasks in underwater cluttered environments. Taking account of surrounding background and kinematic characteristics of swimming fish, a novel color-index-based identification approach is presented, which is capable of identifying many fish rapidly in a processing cycle. Meanwhile, some anti-jamming measures including optical correction and foil superposition arc made to ensure a robust tracking. Finally, all tracking operations are optimized in coding with the aid of parallelized SIMD technologies embedded in processors. Our proposed visual system can experimentally track as large as an amount of eight robotic fish and one obstacle within 24.143 milliseconds, which can fully satisfy the requirements of cooperative control.
引用
收藏
页码:85 / +
页数:2
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