METHOD OF COORDINATION OF MOTION OF SWARM ROBOTIC SYSTEMS

Abzal E. Kyzyrkanov, Sabyrzhan Atanov, Shadi A. Aljawarneh, Nazira Tursynova, Zhenis Otarbay, Kymbat Khairosheva
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Abstract

Maintaining a specific geometric pattern is essential in various applications where groups of autonomous robots must follow a given path. Proper organization of the geometric pattern can lead to several benefits such as cost reduction, increased system reliability, and efficiency while providing a reconfigurable and flexible structure of the system. Military missions and traffic systems are examples where maintaining certain geometric patterns are widely used. However, little is known about how to develop an effective algorithm that guarantees collision avoidance and obstacle avoidance while maintaining the geometric pattern. This paper presents an algorithm for movement with a certain geometric structure of a group of autonomous mobile robots that maintains the required geometric pattern and ensures the avoidance of collisions and obstacles. The proposed algorithm is behavior-based and utilizes a set of rules that allow the robots to navigate around obstacles and avoid collisions. The algorithm's performance is demonstrated through simulations in a variety of scenarios with different numbers of robots and geometric patterns. The algorithm proposed in this paper provides an effective solution for controlling a group of autonomous mobile robots to maintain a certain geometric pattern. The proposed algorithm has the potential to be utilized in numerous applications where multiple robots must work together to achieve a common goal while maintaining a specific formation. The use of behavior-based approach and obstacle avoidance rules ensures that the robots avoid collisions and obstacles while maintaining the required pattern
群机器人系统运动协调方法
在各种应用中,保持特定的几何模式是必不可少的,在这些应用中,一组自主机器人必须遵循给定的路径。几何模式的适当组织可以带来一些好处,例如降低成本、提高系统可靠性和效率,同时提供可重构和灵活的系统结构。军事任务和交通系统就是保持某些几何模式被广泛使用的例子。然而,如何开发一种有效的算法,在保持几何模式的同时保证避碰和避障,却鲜为人知。本文提出了一种基于一定几何结构的自主移动机器人群的运动算法,该算法既能保持所需的几何模式,又能避免碰撞和障碍物。所提出的算法是基于行为的,并利用一套规则,使机器人能够绕过障碍物并避免碰撞。通过在不同机器人数量和几何图案的各种场景中进行仿真,证明了该算法的性能。本文提出的算法为控制一组自主移动机器人保持一定的几何模式提供了一种有效的解决方案。所提出的算法有潜力在许多应用中被利用,其中多个机器人必须协同工作以实现共同目标,同时保持特定的队形。使用基于行为的方法和避障规则确保机器人在保持所需模式的同时避免碰撞和障碍物
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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