导频符号启动的QAM调制OFDM信号的迭代信道估计和解码

Jong-Ho Lee, Yong-Hwa Kim, Seong-Cheol Kim, J. Han
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引用次数: 3

摘要

本文研究了正交频分复用(OFDM)信号的迭代信道估计和译码算法。首先描述了基于期望最大化算法的最优序列估计。利用一些近似,我们提出了一种次优迭代信道估计和解码算法,该算法降低了计算复杂度。利用计算机仿真对该算法的误码率性能进行了评价。结果表明,该算法的性能几乎与最优EM算法相当,并且优于传统的最小均方误差(MMSE)估计。
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Pilot symbol initiated iterative channel estimation and decoding for QAM modulated OFDM signals
In this paper, we consider the iterative channel estimation and decoding algorithms for quadrature amplitude modulation (QAM) modulated orthogonal frequency division multiplexing (OFDM) signals. We first describe the optimal sequence estimation based on the expectation-maximization (EM) algorithm. Using some approximations, we propose a sub-optimal iterative channel estimation and decoding algorithm, which is shown to have reduced computational complexity. The bit error rate (BER) performances of the proposed algorithm are evaluated using computer simulations. The results show that the proposed algorithm performs nearly as well as the optimal EM algorithm, and outperforms the conventional minimum mean square error (MMSE) estimator.
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