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Methods for blind equalization and resolution of overlapping echoes of unknown shape

机译:未知形状的重叠回波的盲均衡和分辨方法

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This paper considers the related problems of using an uncalibrated antenna array to (1) recover an unknown signal transmitted over an unknown (but stationary) multipath channel and (2) resolve overlapping pulse echoes with unknown shape. Unlike previously proposed multichannel blind equalization techniques, the methods described herein employ a model based on physical channel parameters rather than unstructured single-input, multi-output FIR filters. The algorithms exploit similarities between a model for the data in the frequency domain and the standard direction-of-arrival estimation problem. This connection between the two problems suggests several different approaches based on, for example, maximum likelihood, MODE, IQML, and ESPRIT. These approaches are developed in some detail, and the results of several simulation examples are included to compare their performance.
机译:本文考虑了以下相关问题:使用未校准的天线阵列来(1)恢复通过未知(但固定)多径信道传输的未知信号,以及(2)解决形状未知的重叠脉冲回波。与先前提出的多通道盲均衡技术不同,本文描述的方法采用基于物理通道参数的模型,而不是基于非结构化的单输入,多输出FIR滤波器的模型。该算法利用频域中的数据模型与标准到达方向估计问题之间的相似性。这两个问题之间的联系提出了几种不同的方法,例如,基于最大似然,MODE,IQML和ESPRIT。对这些方法进行了详细介绍,并提供了几个仿真示例的结果以比较它们的性能。

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