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Soft Decision Feedback Equalizer for Channels with Low SNR in Underwater Acoustic Communications

机译:软判决反馈均衡器,用于水下声学通信中低SNR的通道

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Decision feedback equalizer (DFE) uses the past decisions in the feedback filter to mitigate the intersymbol interference (ISI). For the underwater acoustic channel, the impulse response often covers tens to hundreds of symbols, requiring at least tens of taps in the feedback filter. The error propagation easily occurs when the signal to noise ratio (SNR) decreases. In order to improve the DFE performance, a soft decision device is used in the feedback loop. Differently with the hard DFE, the soft DFE takes into account the reliability of the decisions, and the likelihood of these decisions is feedback to mitigate the ISI. The soft DFE is demonstrated to be useful from two aspects in the real sea test: 1). It can overcome the SNR loss brought by the timing synchronization error; 2). In the decision-directed mode, the hard DFE easily diverges facing the occasional powerful noises, while the soft DFE is robust to more likely to converge again without the help of any training sequence.
机译:判定反馈均衡器(DFE)使用反馈过滤器中的过去的决定来减轻iteSymbol干扰(ISI)。对于水下声学通道,脉冲响应通常覆盖数百个符号,需要至少在反馈滤波器中的时间。当信噪比(SNR)减小时,误差传播很容易发生。为了提高DFE性能,在反馈回路中使用软判决装置。与硬DFE不同,软DFE考虑了决策的可靠性,并且这些决策的可能性是反馈以减轻ISI。柔软的DFE被证明是可用于真正的海洋试验中的两个方面:1)。它可以克服时序同步误差带来的SNR损失; 2)。在决策模式下,硬盘驱动器很容易面对偶尔的强大噪音,而柔软的DFE在没有任何训练序列的帮助下更容易融合到更可能会聚。

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