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Flocking control of mobile autonomous agents via fuzzy logic approach

机译:基于模糊逻辑的移动自主代理的植绒控制

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This paper investigates the problem of controlling multiple mobile agents to achieve flocking motion by using a fuzzy-logic-based potential function, while considering the influences of diversity of perception radius and initial velocities. A virtual leader is introduced to direct the group to track a desired path. Furthermore, the motion of the group is studied when the velocity damping and the mass of all agents are taken into account. By LaSalle's invariant principle, not only the system stability can be guaranteed, but the desired stable flocking motion can be also achieved. Numerical simulations are illustrated to demonstrate the effectiveness of the proposed algorithm.
机译:本文研究了使用基于模糊逻辑的势函数控制多个移动代理以实现植绒运动的问题,同时考虑了感知半径和初始速度的多样性的影响。引入了虚拟领导者,以指导小组跟踪所需的路径。此外,在考虑速度衰减和所有代理的质量时,研究了组的运动。通过LaSalle的不变原理,不仅可以保证系统的稳定性,而且还可以实现所需的稳定植绒运动。数值仿真表明了该算法的有效性。

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