Algorithm of Coordination of Swarm of Autonomous Robots

Abzal E. Kyzyrkanov, Sabyrzhan Atanov, Shadi A. Aljawarneh, Nazira Tursynova, Samat Kassymkhanov
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引用次数: 1

Abstract

The task of keeping a specific geometric configuration while following a designated path is common in various fields that involve autonomous robots. When done correctly, this approach can result in several advantages, including a reduction in system costs and an increase in system reliability and efficiency, while maintaining the adaptability and flexibility of the system. The concept of maintaining a particular geometric pattern during motion is frequently utilized in different scenarios. For example, unmanned military vehicles must maintain a particular formation to explore and cover terrain during missions. Another example is in “Smart Highways,” where the traffic system's capacity can be enhanced significantly by having vehicles move in groups at the same speed while maintaining a certain distance between them. This research presents an algorithm that allows a group of self-governing mobile robots to move while maintaining a specific geometric structure. A behavior-based control algorithm is advanced to regulate the movement of these systems. The coordination of the robots within the system is accomplished through the implementation of a leader-follower technique, with virtual leader.
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自主机器人群的协调算法
在各种涉及自主机器人的领域中,在遵循指定路径的同时保持特定几何构型的任务很常见。如果操作正确,这种方法可以带来几个优点,包括降低系统成本,提高系统可靠性和效率,同时保持系统的适应性和灵活性。在运动过程中保持特定几何图案的概念经常用于不同的场景。例如,无人驾驶军用车辆在执行任务期间必须保持特定的队形来探索和覆盖地形。另一个例子是“智能高速公路”,如果车辆以相同的速度成群行驶,同时保持一定的距离,交通系统的容量就会大大提高。本研究提出了一种算法,允许一组自治的移动机器人在保持特定几何结构的情况下移动。提出了一种基于行为的控制算法来调节这些系统的运动。系统内机器人的协调是通过采用虚拟领导者的领导-跟随技术来完成的。
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