Virtual Forces based approach for target capture with swarm robots

Ju-feng Xiong, G. Tan
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引用次数: 5

Abstract

It discusses target capture principle and method that based on Virtual Forces with swarm robots, it also provides some performance metrics (such as stabilization time, layer number, distance between layers, robot number in a layer, distributing density and so on); Analyzing the relationship between the performance metrics with the robots number and the virtual force. Put forward the capture method that robot moves around the target, simulation results show that this method can solves the local minima problem, and greatly improves the capture speed and quality. We also design a physics robot experiment to verify capture method. At last, the directions of further research are proposed.
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基于虚拟力的群体机器人目标捕获方法
讨论了基于虚拟力的群体机器人目标捕获原理和方法,给出了稳定时间、层数、层间距离、层内机器人数、分布密度等性能指标;分析了性能指标与机器人数量和虚力之间的关系。提出了机器人绕目标运动的捕获方法,仿真结果表明,该方法能够解决局部极小问题,大大提高了捕获速度和质量。我们还设计了一个物理机器人实验来验证捕获方法。最后,提出了进一步研究的方向。
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