A New Algorithm for Channel Estimation Based on Pilot-Aided and EM in Software Radio OFDM System

Wu Ding-xue, Tian Jinwen
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Abstract

In order to increase the transmission efficiency of OFDM system, considering the special structure of Software Radio OFDM system, this paper proposes gradient  acceleration method of EM algorithm(¿-EM) for OFDM systems channel estimation with Pilot assisted symbol modulation expectation. The simulation result shows that the new method can reduce the complexity and iteration times, and it has also still lower BER compared to traditional method.
软件无线电OFDM系统中基于导频辅助和EM的信道估计新算法
为了提高OFDM系统的传输效率,考虑到软件无线电OFDM系统的特殊结构,提出了带导频辅助符号调制期望的OFDM系统信道估计的EM算法梯度加速方法(¿-EM)。仿真结果表明,与传统方法相比,新方法可以降低算法的复杂度和迭代次数,并且具有更低的误码率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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