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一种基于耦合信号振荡器的新型分布式群体控制策略。

A novel distributed swarm control strategy based on coupled signal oscillators.

作者信息

Hartbauer Manfred, Römer Heiner

机构信息

Department of Zoology, Karl-Franzens University Graz, Austria.

出版信息

Bioinspir Biomim. 2007 Sep;2(3):42-56. doi: 10.1088/1748-3182/2/3/002. Epub 2007 Sep 10.

Abstract

The miniaturization of microrobots is accompanied by limitations of signaling, sensing and agility. Control of a swarm of simple microrobots has to cope with such constraints in a way which still guarantees the accomplishment of a task. A recently proposed communication method, which is based on the coupling of signal oscillators of individual agents [13], may provide a basis for a distributed control of a simulated swarm of simple microrobots (similar to I-Swarm microrobots) engaged in a cleaning scenario. This self-organized communication method was biologically inspired from males of chorusing insects which are known for the rapid synchronization of their acoustic signals in a chorus. Signal oscillator properties were used to generate waves of synchronized signaling (s-waves) among a swarm of agents. In a simulation of a cleaning scenario, agents on the dump initiated concentrically spreading s-waves by shortening their intrinsic signal period. Dirt-carrying agents localized the dump by heading against the wave front. After optimization of certain control parameters the properties of this distributed control strategy were investigated in different variants of a cleaning scenario. These include a second dump, obstacles, different agent densities, agent drop-out and a second signal oscillator.

摘要

微型机器人的小型化伴随着信号传输、传感和灵活性方面的限制。对一群简单微型机器人的控制必须以一种仍能保证任务完成的方式来应对这些限制。最近提出的一种基于单个智能体信号振荡器耦合的通信方法[13],可能为参与清洁场景的模拟简单微型机器人群(类似于I-Swarm微型机器人)的分布式控制提供基础。这种自组织通信方法在生物学上受到合唱昆虫雄性的启发,这些昆虫以其在合唱中声学信号的快速同步而闻名。信号振荡器特性被用于在一群智能体中生成同步信号波(s波)。在清洁场景的模拟中,垃圾场上的智能体通过缩短其固有信号周期来启动同心扩散的s波。携带污垢的智能体通过逆着波前前进来定位垃圾场。在优化某些控制参数后,在清洁场景的不同变体中研究了这种分布式控制策略的特性。这些变体包括第二个垃圾场、障碍物、不同的智能体密度、智能体退出以及第二个信号振荡器。

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