移动机器人传感器的分散控制:对Vicsek模型的重新审视

W. Ahmad
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引用次数: 0

摘要

我们解决了一个移动机器人团队在相同的头球角度下达成一致的离散时间控制问题。事实上,我们的离散时间控制策略的灵感来自Vicsek的分散协调模型。一些研究人员已经在维塞克的模型中展示了循环行为的出现。循环行为的存在使移动机器人无法达到恒定的航向角。我们定义了移动机器人量化控制的简单规则,以达到恒定的航向。仿真研究表明,采用交替偏置策略可以避免离散时间维塞克模型的循环行为,使移动机器人的计算头角达到量化水平。我们基于自偏或邻偏策略对移动机器人的离散时间个体航向角进行更新。在满足约束条件的离散时间移动机器人群中,进行了大量的数值模拟来检查循环行为的避免。
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Decentralized control of mobile robotic sensors: Vicsek's model revisited
We address the discrete time control of a team of mobile robots reaching a consensus in terms of the same heading angle. In fact, our discrete time control strategy is inspired from Vicsek's model for decentralized coordination of a team of agents. Some researchers have already shown appearance of a cyclic behaviour in Vicsek's model. The existence of a cyclic behaviour prevents the mobile robots to reach a constant heading angle. We define simple rules for the quantized control of mobile robots to reach a constant heading. The simulation study has revealed that a cyclic behaviour of discrete time Vicsek's model can be avoided by the use of an alternate biased strategy bringing the calculated heading angle of a mobile robot to a quantized level. We update the discrete time individual heading angle of a mobile robot based on the self biased or neighbour biased strategy. A number of numerical simulations have been performed to check the avoidance of a cyclic behaviour in the discrete time swarm of mobile robots meeting constraints.
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