Development of a hybrid multi-layer control architecture for a cooperative team of N − homogeneous robots

Author:

ElAshry Abdelrahman F1,Ramadan Mohamed M1,ElAlaily Ziad A1,Zaied Mahmoud M1,Elias Catherine M1ORCID,Shehata Omar M12,Morgan Elsayed I1

Affiliation:

1. Multi-Robot Systems (MRS) Research Group, German University in Cairo, Egypt

2. Mechatronics Department, Faculty of Engineering, Ain Shams University Cairo, Egypt

Abstract

This paper proposes a hybrid centralized control architecture for formation control of N-homogeneous mobile robots. The addressed problem is maintaining an equilateral triangular formation using three mobile robots while moving towards a desired target avoiding any collision. The proposed architecture is divided into four main subsystems; a main path-planner, a nonlinear Lyapunov-based controller, a Secure Shell (SSH) communication module and an image processing algorithm. The main path-planner subsystem itself is subdivided into three algorithms; brain-like algorithm, sub-path-planner and an information center algorithm. The brain-like algorithm is responsible for all the decision making. On the other hand, the sub-path-planner works on translating the decisions of the brain into more precise decisions to the individual robots. Meanwhile, the information center acts as the memory for the brain to access saved information previously shared between the robots. It is shown that the control algorithm allows any initial allocation of the three robots to converge to a triangle formation in an optimal manner while avoiding collisions. Finally, the potential use of this formation as a platform acting as an autonomous mobile helipad is introduced as a practical application for the proposed architecture.

Publisher

SAGE Publications

Subject

Instrumentation

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Navigation method for autonomous mobile robots based on ROS and multi-robot improved Q-learning;Progress in Artificial Intelligence;2024-05-18

2. A virtual reference trajectory scheme for tracking control of wheeled mobile robots with slip disturbances;Transactions of the Institute of Measurement and Control;2024-04-09

3. A constrained model predictive controller for two cooperative tripod mobile robots;Transactions of the Institute of Measurement and Control;2023-02-07

4. Fixed-time consensus disturbance rejection for high-order nonlinear multi-agent systems with input saturation;Transactions of the Institute of Measurement and Control;2022-04-04

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3