大型多机器人网络中的高效通信

Ayan Dutta, Anirban Ghosh, Stephen Sisley, O. P. Kreidl
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引用次数: 3

摘要

为了在多机器人系统中实现协调,机器人之间通常采用某种形式的通信。在大多数多机器人协调框架中,研究了高层协调策略,但假设地面通信如何发生,则由另一个程序来处理。本文研究了机器人间通信范围有限的大型多机器人系统的通信路由问题。目标是将消息从一个机器人发送到网络中的另一个机器人,通过少量其他机器人路由。为此,我们提出了一种使用点对点无线电通信的任意一对机器人之间的通信模型。我们提出的模型对任何类型的消息都是通用的,并保证了该网络中任何一对机器人之间的低跳路由。这有助于机器人在短时间内交换大量信息(例如,多光谱图像)。结果表明,我们提出的方法可以轻松地扩展到1000个机器人,同时大大降低了维护网络信息的空间复杂度。
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Efficient Communication in Large Multi-robot Networks
To achieve coordination in a multi-robot system, the robots typically resort to some form of communication among each other. In most of the multi-robot coordination frameworks, high-level coordination strategies are studied but ‘how’ the ground-level communication takes place, is assumed to be taken care of by another program. In this paper, we study the communication routing problem for large multi-robot systems where the robots have limited communication ranges. The objective is to send a message from a robot to another in the network, routed through a low number of other robots. To this end, we propose a communication model between any pair of robots using peer-to-peer radio communication. Our proposed model is generic to any type of message and guarantees a low hop routing between any pair of robots in this network. These help the robots to exchange large messages (e.g., multi-spectral images) in a short amount of time. Results show that our proposed approach easily scales up to 1000 robots while drastically reducing the space complexity for maintaining the network information.
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