Development of vision-based object tracking fish robot

Daxiong Ji, Faizan ur Rehman, Syed Ali Ajwad, Syed Agha Hassnain Mohsan, Amjad Ali Amjad, Shuai Zhou, Sanjay K. Sharma, R. Sutton
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Abstract

This paper focuses on the development and vision-based object tracking control of a fish robot. Its efficiency towards target tracking is demonstrated in a water tank. Inspired by the maneuvering and stability of Tuna fish, the fish robot is designed by a single actuator located at the rare part of the fish body. The precise maneuverability characteristics of the fish robot is achieved by the motion of a caudal fin. A servomotor is involved to control the oscillation of the caudal fin. A vision-sensor is integrated into fish robot to gain information related to Cartesian coordinates of the targeted object by implementing a color-based filtering algorithm. An object tracking algorithm is designed which performs the decision-making task for the fish robot while identifying and following the targeted object. The locomotion of the fish robot in various directions is tested experimentally by achieving effective performance of the proposed targeted object following task.
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基于视觉的目标跟踪鱼机器人的研制
本文主要研究了一种基于视觉的鱼类机器人的开发和目标跟踪控制。在一个水箱中验证了该方法对目标跟踪的有效性。鱼机器人的设计灵感来自于金枪鱼的机动性和稳定性,该鱼机器人是由位于鱼身体罕见部位的单个驱动器设计的。鱼式机器人的精确机动特性是通过尾鳍的运动来实现的,利用伺服电机控制尾鳍的摆动,并将视觉传感器集成到鱼式机器人中,通过基于颜色的滤波算法获取目标物体的笛卡尔坐标信息。设计了一种目标跟踪算法,在对目标物体进行识别和跟踪的同时,执行鱼机器人的决策任务。通过实验测试了鱼机器人在各个方向上的运动,从而有效地完成了所提出的目标跟踪任务。
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