Design of planar collision-free trochoidal paths for a multi-robot swarm

IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Adil Shiyas , Sachit Rao
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引用次数: 0

Abstract

In the literature, a distributed consensus protocol by which a connected swarm of agents can generate artistic patterns in 2-dimensional space is proposed. Motivated by this protocol, in this paper, we design the parameters of this protocol for a 3-agent swarm of non-holonomic robots of finite size that results in the generation of periodic trochoidal trajectories that satisfy a set of geometric and speed constraints; this design also includes selecting the initial positions of the robots. This problem finds applications in persistent surveillance and coverage, guarding a region of interest, and target detection. While the trajectories may be self-intersecting, imposing geometric constraints i. eliminates collisions between robots; ii. ensures minimum and maximum separation distance between any robot and a fixed point, thus ensuring the robots are in communication range. Imposing speed constraints ensure that tracking these trajectories becomes feasible. It is also shown that robots can be injected to these paths at specific locations, in order to increase the refresh rate, without violating any of the geometric constraints. Conditions for the existence of the protocol parameters that satisfy all constraints are identified. The designs are implemented in an indoor mobile robot platform.
为多机器人群设计无碰撞的平面三弦路径
文献中提出了一种分布式共识协议,通过该协议,连接的代理群可以在二维空间中生成艺术图案。受这一协议的启发,我们在本文中为一个由有限大小的非自主机器人组成的 3 个代理群设计了这一协议的参数,从而生成满足一系列几何和速度限制的周期性三弦轨迹;这一设计还包括选择机器人的初始位置。这一问题可应用于持久监视和覆盖、保护感兴趣区域以及目标检测。虽然轨迹可能是自交的,但施加几何约束 i. 可消除机器人之间的碰撞; ii. 确保任何机器人与固定点之间的最小和最大分离距离,从而确保机器人处于通信范围内。施加速度限制可确保跟踪这些轨迹变得可行。实验还表明,在不违反任何几何约束的情况下,可以在特定位置向这些路径注入机器人,以提高刷新率。还确定了满足所有约束条件的协议参数的存在条件。这些设计在室内移动机器人平台上得以实现。
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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来源期刊
European Journal of Control
European Journal of Control 工程技术-自动化与控制系统
CiteScore
5.80
自引率
5.90%
发文量
131
审稿时长
1 months
期刊介绍: The European Control Association (EUCA) has among its objectives to promote the development of the discipline. Apart from the European Control Conferences, the European Journal of Control is the Association''s main channel for the dissemination of important contributions in the field. The aim of the Journal is to publish high quality papers on the theory and practice of control and systems engineering. The scope of the Journal will be wide and cover all aspects of the discipline including methodologies, techniques and applications. Research in control and systems engineering is necessary to develop new concepts and tools which enhance our understanding and improve our ability to design and implement high performance control systems. Submitted papers should stress the practical motivations and relevance of their results. The design and implementation of a successful control system requires the use of a range of techniques: Modelling Robustness Analysis Identification Optimization Control Law Design Numerical analysis Fault Detection, and so on.
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