A Comparison of the Performance of Four Acoustic Modulation Techniques for Robot Communication in Pipes

Zhengwei Li, Yicheng Yu, K. Horoshenkov
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Abstract

Autonomous robotics is an emerging technology for the inspection of a vast network of underground pipes. Communication between autonomous robots is essential to optimise their efficiency and network coverage. However, sending a message acoustically is not a well-researched topic because most of the existing literature is devoted to the study of the acoustic properties of the pipe for the purpose of sensing rather than communication. In particular, the influence of multi-modal propagation and background noise on the quality of acoustic communication in pipes has not been well understood. This paper studies the performance of four standard acoustic communication techniques in a dry drainage pipe to fill this knowledge gap. The noise resistance, communication range and data rate of these techniques are estimated through numerical simulations and laboratory experiments. It has been found that the techniques based on shift keying requires at least 5--10 dB signal to noise ratio (SNR) to function properly while the chirp linear frequency modulation technique can operate reliably with SNR = 0 dB or event lower SNR. The results also suggest that the multi-modal propagation in the pipe has significant effects on the package error rate. The frequency dependent sound attenuation in the pipe also affects the communication range and data rate. In particular, for a 150 mm diameter dry pipe the maximum robot operation distance is likely to be limited to 50--100 m with the highest carrier frequency of around 10 kHz and data rates below 6300 bps. The results of this work pave the way to the development of acoustic communication modules to be deployed on tetheless robots designed to inspect a buried pipe network autonomously and collaboratively.
机器人管道通信中四种声调制技术的性能比较
自主机器人是一种新兴技术,用于检查巨大的地下管道网络。自主机器人之间的通信对于优化其效率和网络覆盖至关重要。然而,通过声学方式发送信息并不是一个研究得很好的话题,因为大多数现有文献都致力于研究管道的声学特性,目的是为了感知而不是通信。特别是,多模态传播和背景噪声对管道中声通信质量的影响尚未得到很好的了解。本文研究了四种标准声通信技术在干排水管中的性能,以填补这方面的知识空白。通过数值模拟和室内实验对这些技术的抗噪声性能、通信范围和数据速率进行了估计。研究发现,基于移位键控的技术至少需要5—10 dB的信噪比才能正常工作,而啁啾线性调频技术在信噪比为0 dB或更低的情况下可以可靠地工作。结果还表明,管道中的多模态传播对封装错误率有显著影响。管道中与频率相关的声衰减也会影响通信范围和数据速率。特别是,对于直径为150毫米的干管,机器人的最大操作距离可能限制在50- 100米,最高载波频率约为10 kHz,数据速率低于6300 bps。这项工作的结果为声学通信模块的开发铺平了道路,该模块将部署在无齿机器人上,旨在自主和协作地检查埋地管网。
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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