Smooth collision avoidance for the formation control of first order multi-agent systems

被引:6
作者
Gonzalez-Sierra, Jaime [1 ]
Hernandez-Martinez, E. G. [2 ]
Ramirez-Neria, Mario [2 ]
Fernandez-Anaya, Guillermo [3 ]
机构
[1] Inst Politecn Nacl, Unidad Profes Interdisciplinaria Ingn Campus Hidal, Carretera Pachuca Actopan Kilometro 1 500,Dist Edu, San Agustin Tlaxiaca 42162, Hidalgo, Mexico
[2] Univ Iberoamer Ciudad de Mexico, Inst Invest Aplicada & Tecnol, Prolongac Paseo de la Reforma 880, Mexico City 01220, Mexico
[3] Univ Iberoamer Ciudad de Mexico, Dept Fis & Matemat, Prolongac de la Paseo Reforma 880, Mexico City 01220, Mexico
关键词
Collision avoidance; First-order agents; Multi-agent system; Observer; Formation control; DISTURBANCE REJECTION CONTROL; UNMANNED AERIAL VEHICLES; WHEELED MOBILE ROBOTS; FORMATION TRACKING; NAVIGATION;
D O I
10.1016/j.robot.2023.104433
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This work addresses collision avoidance in the formation control of a group of mobile robots with first-order dynamics perturbed by lateral and longitudinal slipping parameters. A Generalized Proportional-Integral Observer (GPIO) is designed to estimate these perturbations. Then, an Active Disturbance Rejection Control (ADRC) is proposed to solve the well-known formation control avoiding collisions among the agents. The control strategy only depends on the agents' position measurements. On the other hand, Continuous Repulsive Vector Fields (C-RVFs) are developed to avoid collisions among the agents. For this purpose, a parameter depending on the inter-robot distance is developed to scale the RVFs properly. By proposing C-RVFs, the chattering is eliminated when using Discontinuous RVFs (D-RVFs). Numerical simulations and real-time experiments illustrate the agents' performance when they are at risk of collision. (c) 2023 Elsevier B.V. All rights reserved.
引用
收藏
页数:11
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