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Blind adaptive equalization of underwater acoustic channels using second-order statistics

机译:二阶统计数据的盲自​​适应均衡水下声道

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In this paper, a completely unsupervised receiver concept based on non-data-aided timing recovery, blind multichannel equalization and carrier phase recovery is proposed. The core of the receiver is an adaptive multichannel equalizer, which uses linear predictions of the observations. To employ this powerful second-order cyclostationary method, which has been proposed only recently, the influence of a carrier frequency offset, e.g. due to Doppler, is discussed. It is shown that such an offset results in a spinning estimate of the transmitted symbol sequence at the output of the equalizer. To compensate for this rotation, a decision-directed phase-locked loop is proposed. The receiver is then tested with measured shallow water data gathered during the ROBLINKS 1999 sea trial. The obtained results demonstrate that completely blind processing of the received signals is possible.
机译:本文提出了一种基于非数据辅助时序恢复,盲多渠道均衡和载波相位恢复的完全无监督的接收器概念。接收器的核心是自适应多通道均衡器,其使用观察的线性预测。为了采用这种强大的二阶循环棘轮方法,该方法仅提出了载波频率偏移的影响,例如,载波频率偏移。由于多普勒,被讨论。结果表明,这样的偏移导致均衡器输出处的发送符号序列的旋转估计。为了补偿该旋转,提出了一种决策锁相环。然后通过在Roblinks 1999年审判期间收集的测量浅水数据进行测试。所获得的结果表明,可能的完全盲处理是可能的。

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