Pilot Enrichment Methods for Improving Quality of Received Signal in Underwater Acoustic OFDM Systems

Thi Nga Nguyen, H. Phan, V. Cao, Thi Huyen Nguyen, Pham Thanh Hiep
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Abstract

In OFDM systems, pilots are usually sent along with the data carriers to calculate channel impulse response (CIR) for channel estimation. However, transmitted signals are normally distorted by many environmental factors when propagating through underwater communication channels. Thus, the original pilots seem to be not enough to recover “good” CIR for channel estimation in underwater acoustic OFDM (UWA-OFDM) systems. Recent studies have developed data pilot-aided (DPA) strategies, known as STA and CDP, for time-variant channels like vehicle-to-vehicle (V2V) communications. These methods work on the assumption of high cross-correlation of CR between two adjacent data symbols and the support of two long training symbols in the IEEE 802.11p packet. These conditions are not provided in the UWA-OFDM systems, which leads to be infeasible to apply existing DPA strategies. Therefore, this paper introduces a novel pilot enrichment (PE) method for improving the performance of the channel estimation in UWA-OFDM systems. The core idea is that some data subcarriers are extracted under a condition related to constellation mapping for creating supplementary “pilots”. The “pilots” are used together with the original pilots for channel estimation. Our method is evaluated in comparison to the MMSE estimation on various modulation schemes. The experimental results illustrate that the PE estimator can perform better than the MMSE estimator in terms of bit error rate (BER), especially on medium and high SNR values.
提高水声OFDM系统接收信号质量的导频富集方法
在OFDM系统中,导频通常与数据载波一起发送,用于信道估计的信道脉冲响应(CIR)计算。然而,在水下通信信道中传输的信号通常会受到多种环境因素的干扰。因此,在水声OFDM (UWA-OFDM)系统中,原始导频似乎不足以恢复“良好”的信道估计CIR。最近的研究开发了数据导航辅助(DPA)策略,称为STA和CDP,用于时变信道,如车对车(V2V)通信。这些方法基于两个相邻数据符号之间CR的高互相关和支持IEEE 802.11p数据包中的两个长训练符号的假设。这些条件在UWA-OFDM系统中不具备,导致现有的DPA策略无法应用。为了提高UWA-OFDM系统的信道估计性能,本文提出了一种新的导频富集(PE)方法。其核心思想是在星座映射相关的条件下提取部分数据子载波,创建补充“导频”。“导频”与原始导频一起用于信道估计。我们的方法与各种调制方案的MMSE估计进行了比较。实验结果表明,PE估计器在误码率(BER)方面优于MMSE估计器,特别是在中高信噪比的情况下。
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