Symmetries and reduction for multi-agent control

Ashley Nettleman, B. Goodwine
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引用次数: 4

Abstract

This paper computes all the continuous point-transformation symmetries for a planar multi-agent dynamical control system. The relative configuration among the agents is often the most important aspect of this problem, and this paper presents a method to “factor out” the location and orientation on the plane of a multi-agent formation problem. This is useful in the case where only the relative positioning of the agents is of concern. The method to compute the symmetries and determine the reduced coordinates is well-established. The contributions of this paper are (1) computing the symmetries for a multi-agent system, (2) highlighting the utility of the reduction for the formation control application such as formation stability and (3) analyzing the symmetries to determine a relatively broad class of systems which have the same symmetries and hence identical coordinates for reduction. Although it has been addressed in various ways, essentially all methods to determine the stability properties of the formation control problem need the dynamics to be formulated on a reduced, relative space. Hence, stability (and stability-like notions such as that which follow from LaSalle's Principle) analyses will be the main beneficiary of this work.
多智能体控制的对称性与约简
本文计算了平面多智能体动态控制系统的所有连续点变换对称性。智能体之间的相对构型往往是这一问题中最重要的方面,本文提出了一种在多智能体形成问题平面上“因式提取”位置和方向的方法。这在只关心代理的相对位置的情况下是有用的。建立了计算对称性和确定约简坐标的方法。本文的贡献是:(1)计算了多智能体系统的对称性,(2)突出了约简在地层控制应用中的效用,如地层稳定性,(3)分析了对称性,以确定具有相同对称性的相对广泛的系统类别,因此具有相同的约简坐标。虽然已经有各种方法来解决这个问题,但基本上所有确定地层控制问题稳定性的方法都需要在一个缩小的相对空间上制定动力学。因此,稳定性(以及类似于拉萨尔原理的稳定性概念)分析将是这项工作的主要受益者。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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