面向任务的机器人群体局部群体生成

Geunho Lee, Yukinori Sato, N. Chong
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引用次数: 3

摘要

研究了同时执行协作任务的异构机器人群体的可调群体生成问题。作为其解决方法,我们提出了一种分散的面向任务的群体生成方案,该方案由群体共识和自调整算法组成。群体共识算法使机器人能够选择领导者机器人,并根据领导者生成个体群体。通过自我调整算法,为了满足分配的任务条件,领导者可以尝试招募更多的成员,或者将任何机器人从群体中解雇。通过这样做,机器人可以根据任务条件达成自组织的共识。通过大量的仿真验证了该方案对可调自组织的影响。
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Decentralized task-oriented local group generation for robot swarms
This paper addresses an adjustable group generation problem for heterogeneous robot groups performing cooperative tasks simultaneously. As its solution approach, we propose a decentralized task-oriented group generation scheme, which is composed of group consensus and self-adjustment algorithms. The group consensus algorithm enables robots to select leader robots and generate individual groups based on the leaders. Through the self-adjustment algorithm, to meet assigned task conditions, the leader attempts to recruit more members or any robots are dismissed against the group. By doing this, robots can reach consensus on self-organizing themselves according to the task conditions. Extensive simulations are performed to verify that the proposed scheme effects an adjustable self-organization.
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