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Channel estimation for OFDM systems in Power Line Communication

机译:电力线通信中OFDM系统的信道估计

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An adaptive Maximum A-Posteriori based channel estimation method is presented in this paper. The estimator is proposed to be used in Orthogonal Frequency Division Multiplexing systems in Power Line Communication. The proposed estimator estimates the subchannel correlation adaptively where the channel is assumed to be frequency selective and slowly time varying. The performance of the estimator is investigated by evaluating the Mean Square Error of estimations. The simulations are done using measured channel data taken from the literature with additive white Gaussian noise assumption. The results show that the proposed estimator has better performance compared to Maximum Likelihood estimator. This performance improvement is clearer especially for low to moderate SNRs.
机译:提出了一种基于自适应最大后验的信道估计方法。该估计器被提议用于电力线通信中的正交频分复用系统。所提出的估计器自适应地估计子信道相关性,其中假设信道是频率选择性的并且时变缓慢。通过评估估计的均方误差来研究估计器的性能。使用从文献中获得的测量信道数据和加性高斯白噪声假设来完成仿真。结果表明,与最大似然估计器相比,该估计器具有更好的性能。这种性能改善更加明显,尤其是对于低至中等的SNR。

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