正交近似消息传递OFDM水声通信信道估计

Wenxuan Chen, Jun Tao, Ming Jiang
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引用次数: 0

摘要

正交频分复用(OFDM)技术为水声通信提供了一种有效的调制方法。对于OFDM UWA通信系统,信道估计是影响其性能的关键因素。在本研究中,我们探讨正交近似消息传递(OAMP)在OFDM UWA通信中信道估计的可行性。采用伯努利-高斯(BG)先验分布来解释UWA信道的稀疏特性。利用XM16海试中收集的实验数据,对OAMP信道估计方案进行了评估。在较低的试验成本下,该方法表现出比传统方法更好的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Channel Estimation for OFDM Underwater Acoustic Communications via Orthogonal Approximate Message Passing
Orthogonal frequency-division multiplexing (OFDM) technique provides an efficient modulation for underwater acoustic (UWA) communications. For OFDM UWA communication systems, channel estimation is a key factor to its performance. In this study, we investigate the feasibility of Orthogonal Approximate Message Passing (OAMP) for the channel estimation of OFDM UWA communications. The Bernoulli- Gaussian (BG) prior distribution is employed to account for the sparse characteristics of UWA channels. The experimental data collected in the XM16 sea trial is adopted to evaluate the OAMP channel estimation scheme. It showed better performance than conventional methods at a lower pilot cost.
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