Doubly-Spread Channel Equalization based on Channel Shortening in Underwater Distributed Acoustic Sensing Communications

Xingbin Tu, Shaojian Yang, Jie Xi, Yulin Jiang, Yan Wei, Fengzhong Qu
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Abstract

Distributed acoustic sensing (DAS) using submarine optical cables is a new marine technology for large-scale underwater data transmission and data collection of autonomous underwater vehicles (AUVs). However, the shallow water surroundings and the mobility of AUVs cause severe multipath propagation and Doppler effect, resulting in sound signal distortion in the delay and Doppler domains when sound waves reach the submarine optical cable. In this paper, we propose an underwater acoustic equalization method based on channel shortening to mitigate these issues. We use frequency-domain decision feedback equalization (FD-DFE) for channel shortening to suppress multipaths and lower the Doppler spread of the channel, followed by time-domain decision feedback equalization based on recursive least square (RLS-DFE) to eliminate residual delay and Doppler spreads. This dual decision feedback equalization (DDFE) approach combines block- and symbol-wise equalization and demonstrates robustness through numerical simulations. In the reservoir experiment, the DDFE method increased the output signal-to-noise ratio by an average 4.5 dB compared to the traditional method for medium-rate communications at 3 kbps, and reduced the bit error rate by 60%.
水下分布式声传感通信中基于信道缩短的双扩频信道均衡
基于海底光缆的分布式声传感(DAS)是一种用于自主水下航行器(auv)大规模水下数据传输和数据采集的新型海洋技术。然而,由于水下机器人的浅水环境和机动性造成了严重的多径传播和多普勒效应,导致声波到达海底光缆后在延迟域和多普勒域产生声信号畸变。在本文中,我们提出了一种基于信道缩短的水声均衡方法来缓解这些问题。我们使用频域决策反馈均衡(FD-DFE)来缩短信道以抑制多径和降低信道的多普勒扩频,然后使用基于递推最小二乘法(RLS-DFE)的时域决策反馈均衡来消除剩余延迟和多普勒扩频。这种双决策反馈均衡(DDFE)方法结合了块和符号均衡,并通过数值模拟证明了鲁棒性。在油藏实验中,DDFE方法在3kbps的中速通信中,输出信噪比比传统方法平均提高了4.5 dB,误码率降低了60%。
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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