Distributed Vision-Based Target Tracking Control Using Multiple Mobile Robots

Anthony Le, Ryan Clue, Jing Wang, I. S. Ahn
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引用次数: 2

Abstract

In this paper, a distributed vision-based control system is designed for mobile robots to address the target tracking problem while maintaining the specified formation among robots. The system mainly consists of two modules. One is for target identification and the other is for target tracking control. In the target identification module, the robot is controlled to pivot around its center and perform a survey of the environment using its on-board vision sensor. In the target tracking control module, a leader-follower control strategy is adopted to solve the target tracking and formation control problem of multiple robots. The proposed distributed vision-based control is experimentally tested using three QBot2s from Quanser, Inc. Results validated the proposed design.
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基于分布式视觉的多移动机器人目标跟踪控制
本文设计了一种基于分布式视觉的移动机器人控制系统,以解决机器人之间保持指定队形的目标跟踪问题。系统主要由两个模块组成。一个用于目标识别,另一个用于目标跟踪控制。在目标识别模块中,机器人被控制围绕其中心旋转,并使用其机载视觉传感器对环境进行调查。在目标跟踪控制模块中,采用leader-follower控制策略解决多机器人的目标跟踪和编队控制问题。采用来自Quanser公司的三个qbot2对所提出的分布式视觉控制进行了实验测试。结果验证了所提出的设计。
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