Iterative OFDM receiver with Decision Directed Channel Estimation

O. Oyerinde, S. Mneney
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引用次数: 4

Abstract

Iterative technique at any communication receiver has been confirmed to exhibit some gains over its non-iterative counterpart. In this paper, we consider a turbo-coded OFDM system employing Iterative receiver that comprises of Turbo decoder and the Iterative Decision Directed Channel Estimation (DDCE) scheme that are working together in an iterative mode. The iterative DDCE scheme is based on the Fast Data Projection Method (FDPM)-based Channel Impulse Response (CIR) Estimator and the Normalized Least Mean Square (NLMS)-based adaptive predictor. The performance of the Iterative DDCE is compared, through computer simulation, with the non-Iterative DDCE operating on a non-iterative receiver. It was found that the former outperformed the latter. The Iterative DDCE employing FDPM based-CIR Estimator is also compared with another one employing a popular subspace tracking algorithm, the Projection Approximation Subspace Tracking with deflation (PASTd) algorithm. It was also found that the proposed Iterative DDCE employing FDPM-based CIR Estimator exhibited performance gain over the Iterative DDCE employing PASTd based-CIR Estimator.
基于决策导向信道估计的迭代OFDM接收机
在任何通信接收器上的迭代技术已被证实比其非迭代对应物显示出一些增益。在本文中,我们考虑了一个涡轮编码OFDM系统,该系统采用由涡轮解码器和迭代决策定向信道估计(DDCE)方案组成的迭代接收机,它们以迭代模式共同工作。该迭代DDCE方案基于基于快速数据投影法(FDPM)的信道脉冲响应(CIR)估计器和基于归一化最小均方(NLMS)的自适应预测器。通过计算机仿真,比较了迭代式DDCE与非迭代式DDCE在非迭代接收机上的性能。人们发现前者的表现优于后者。采用基于FDPM的cir估计器的迭代DDCE还与另一种采用流行的子空间跟踪算法—带紧缩的投影逼近子空间跟踪(PASTd)算法的迭代DDCE进行了比较。研究还发现,采用FDPM-based CIR估计器的迭代DDCE比采用paste -based CIR估计器的迭代DDCE表现出更高的性能。
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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