Decision feedback channel estimation for Alamouti coded OFDM-MIMO systems

M. Hoseinzade, K. Mohamed-Pour, S. Andargoli, A. Gharanjik
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引用次数: 5

Abstract

In this paper, we propose a new channel estimation algorithm for orthogonal frequency division multiplexing (OFDM) systems. For fast fading environment, we introduce a new method which is extended to the Alamouti Coded OFDM case. At the first stage of this algorithm, the channel response is estimated for pilot sub-carriers and then, the channel response for data sub-carriers are interpolated by Gaussian Radial Basis function as it is an efficient nonlinear interpolator. The post-processing and filtering on the estimated channel taps energy are proposed to improve the estimation performance and reduce the noise effects of primary estimation, which is caused by LS estimation at pilot data. The accuracy of our channel estimation algorithm is improved by using iterative decision feedback. The decision feedback method is used to update channel parameters in each OFDM symbol. The effectiveness of new techniques is demonstrated through the simulation of an Alamouti coded OFDM system with two-transmit and two-receive antennas. Finally, the results are analyzed and compared with previous algorithms which show performance enhancement.
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Alamouti编码OFDM-MIMO系统的决策反馈信道估计
本文提出了一种新的正交频分复用(OFDM)系统信道估计算法。针对快速衰落环境,提出了一种新的方法,并将其推广到Alamouti编码OFDM的情况。该算法首先估计导频子载波的信道响应,然后利用高斯径向基函数对数据子载波的信道响应进行插值,因为它是一种有效的非线性插值器。提出了对估计的信道抽头能量进行后处理和滤波,以提高估计性能,降低导频数据LS估计引起的初级估计噪声影响。利用迭代决策反馈提高了信道估计算法的精度。采用决策反馈方法对每个OFDM符号中的信道参数进行更新。通过对具有双发射双接收天线的Alamouti编码OFDM系统的仿真,验证了新技术的有效性。最后,对结果进行了分析,并与以往的算法进行了比较,结果表明算法的性能有所提高。
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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