基于多载波信号相关特性的盲信道缩短算法

E. Ben Salem, Hichem Besbes, S. Cherif, Roberto López-Valcarce
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引用次数: 0

摘要

本文提出了一种新的盲信道缩短算法来更新多载波系统中的时域均衡器(TEQ)的系数。TEQ设计研究了接收到的多载波信号的二阶统计特性,该特性由源中循环前缀的存在所给出。这里不需要假设源平稳性和白度来制定信道缩短准则。该算法采用随机梯度下降算法实现,并在数据比特率方面与现有的盲算法进行了比较。在ADSL系统中对仿真结果进行了研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Blind channel shortening algorithm based on correlation property of multicarrier signals
In this paper, we propose a novel blind channel shortening algorithm to update the coefficients of the time domain equalizer (TEQ) in multicarrier system. The TEQ design investigates a second order statistics property of the received multicarrier signal, given by the presence of the cyclic prefix in the source. Here no assumptions about source stationarity and whiteness are needed to formulate the channel shortening criterion. The proposed shortener is implemented as a stochastic gradient descent algorithm and is compared to existing blind algorithms in terms of data bit rate. The simulation results are studied in the context of ADSL system.
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