An Interative Joint Channel Estimation and Symbol Detection Algorithm Based on Prediction for OFDM Systems

Zhang Peng, Bi Guangguo, Jin Xiu-feng, Yu Xiaohui
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Abstract

In this paper, an iterative joint channel-estimation and symbol-detection algorithm based on prediction is presented for orthogonal frequency-division multiplexing systems. Considering the correlation between impulse responses, we introduce the prediction method into the iterative channel estimation. The initial channel value of iterative estimation is predicted for each data symbol. Several prediction methods are simulated and compared with conventional algorithm. The simulation results show that contrasted to the conventional scheme, the proposed algorithm improves the convergence capability and system performance dramatically without excessive system complexity increase.
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一种基于预测的OFDM系统交互式联合信道估计和符号检测算法
针对正交频分复用系统,提出了一种基于预测的迭代联合信道估计和符号检测算法。考虑到脉冲响应之间的相关性,将预测方法引入到迭代信道估计中。对每个数据符号预测迭代估计的初始信道值。对几种预测方法进行了仿真和比较。仿真结果表明,与传统方案相比,该算法在不增加系统复杂度的前提下,显著提高了系统的收敛能力和性能。
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