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A PDE approach to deployment of mobile agents under leader relative position measurements

机译:领导相对位置测量下移动代理部署的PDE方法

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摘要

We study the deployment of a first-order multi-agent system over a desired smooth curve in 2D or 3D space. We assume that the agents have access to the local information of the desired curve and their relative positions with respect to their closest neighbors, whereas in addition a leader is able to measure his relative position with respect to the desired curve. For the case of an open C-2 curve, we consider two boundary leaders that use boundary instantaneous static output-feedback controllers. For the case of a closed C-2 curve we assume that the leader transmits his measurement to other agents through a communication network. The resulting closed-loop system is modeled as a heat equation with a delayed (due to the communication) boundary state, where the state is the relative position of the agents with respect to the desired curve. By choosing appropriate controller gains (the diffusion coefficient and the gain multiplying the leader state), we can achieve any desired decay rate provided the delay is small enough. The advantage of our approach is in the simplicity of the control law and the conditions. Numerical example illustrates the efficiency of the method. (C) 2019 Elsevier Ltd. All rights reserved.
机译:我们研究了在2D或3D空间中的所需平滑曲线上部署一阶多代理系统。我们假设代理能够访问所需曲线的本地信息及其相对于其最近邻居的相对位置,而另外,领导者能够测量相对于所需曲线的相对位置。对于开放式C-2曲线的情况,我们考虑两个使用边界瞬时静态输出反馈控制器的边界领导者。对于封闭的C-2曲线的情况,我们假设领导者通过通信网络将其测量传输到其他代理。得到的闭环系统被建模为具有延迟(由于通信)边界状态的延迟(由于通信)边界状态的热方程,其中状态是代理相对于所需曲线的相对位置。通过选择合适的控制器增益(扩散系数和增益乘以领导状态),我们可以达到任何所需的衰减率,只要延迟足够小。我们的方法的优势在于控制法和条件的简单性。数值示例说明了该方法的效率。 (c)2019年elestvier有限公司保留所有权利。

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