基于多智能体lqr的四轴飞行器机群控制设计与增益整定

Evandro Martins Araujo Filho, J. da Fonseca Neto
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引用次数: 0

摘要

本文提出了一种基于lqr的多智能体系统的控制设计和增益调优策略,其中智能体以无向图的形式连接。通过选择线性二次型调节器的Q和R加权矩阵来调整控制器增益的整定。协商一致(consensus)是多智能体控制的基本问题之一,在多智能体控制中,一组智能体必须就一个共同的状态值达成一致。在提出的设计中,首先考虑到协议协议的行为是无向和静态的,主要目的是突出该协议的收敛特性与相邻互连结构之间关系的复杂性。根据介质之间的接近度,从结果数据中分析静态几何形状对地层的影响,其中通过构建拉普拉斯矩阵,根据所需的地层几何形状分析行为和稳定性。
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Multiagent LQR-based Control Design and Gain tuning for Quadcopters Fleet
An LQR-based Control design and gain tuning strategies proposals for a multi-agent system are presented in this article, the agents are connected in an undirected graph. Controller gains tuning are adjusted by selecting the Q and R weighting matrices of the Linear Quadratic Regulator. Agreement (consensus) is one of the fundamental problems in multi-agent control, where a set of agents must agree on a joint state value. In the proposed design, first considering that the behavior of the agreement protocol is undirected and static, the main objective is to highlight the complexity of the relationship between the convergence properties of this protocol and the structure of adjacent interconnections. The effects on the formation due to static geometry are analyzed from the resulting data according to the proximity between the agents, where behavior and stability are analyzed based on the desired formation geometry through the construction of the Laplacian matrix.
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