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The Multitasking System of Swarm Robot based on Null-Space-Behavioral Control Combined with Fuzzy Logic

机译:基于零空间行为控制与模糊逻辑相结合的群体机器人多任务系统

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摘要

A swarm robot is a collection of large numbers of simple robots used to perform complex tasks that a single robot cannot perform or only perform ineffectively. The swarm robot works successfully only when the cooperation mechanism among individual robots is satisfied. The cooperation mechanism studied in this article ensures the formation and the distance between each pair of individual robots while moving to their destination while avoiding obstacles. The solved problems in this article include; controlling the suction/thrust force between each pair of individual robots in the swarm based on the fuzzy logic structure of the Singer-Input-Singer-Output under Mamdani law; demonstrating the stability of the system based on the Lyapunov theory; and applying control to the multitasking system of the swarm robot based on Null-Space-Behavioral control. Finally, the simulation results make certain that all the individual robots assemble after moving and avoid obstacles.
机译:群体机器人是大量简单机器人的集合,用于执行单个机器人无法执行或只能无效执行的复杂任务。仅当满足各个机器人之间的协作机制时,群体机器人才能成功工作。本文研究的协作机制可确保每对独立的机器人在避开障碍物的同时形成并保持距离。本文解决的问题包括:根据Mamdani定律的Singer-Input-Singer-Output的模糊逻辑结构,控制群中每对独立机器人之间的吸力/推力;基于李雅普诺夫理论论证系统的稳定性; Null-Space-Behavioral控制将控制应用于群机器人的多任务系统。最后,仿真结果可以确定所有单个机器人在移动后都可以组装并避免障碍物。

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