使用一般编队势函数的群编队

S. Ge, C. Fua, Wei-Ming Liew
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引用次数: 18

摘要

本文提出了一种通过改变一组固定参数的值,从一般地层势函数合成与常用地层相对应的势函数类的方法。然后,这些潜在的函数可以用于智能体群的编队控制。本文还讨论了势函数的性质。此外,在个体智能体上也实现了避障和目标跟踪行为。仿真研究已经进行了验证我们的方法的有效性。
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Swarm formations using the general formation potential function
This paper presents a method for synthesizing classes of potential functions, which corresponds to commonly used formations, from a general formation potential function by altering the values of a fixed set of parameters. These potential functions may then be used for formation control in swarms of agents. The properties of the potential functions are also examined in this paper. In addition, obstacle avoidance and target tracking behaviors are also implemented on the individual agents. Simulation studies have been carried out to verify the effectiveness of our approach.
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