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A novel decision-directed channel estimator for OFDM systems

机译:一种用于OFDM系统的新颖的决策导向信道估计器

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Existing DD estimators in OFDM systems do not appropriately reduce the influence brought by incorrect decision, and hence suffer from error propagation. In order to mitigate the error propagation in DD channel estimation, a novel DD channel estimator based on recursive linear minimum mean-square error (LMMSE) is proposed. The algorithm takes the error vector of previous channel state information (CSI) estimation as new information for the current CSI estimation, then calculates the desired correction that the new information brings to the current CSI estimation according to the orthogonality principle and corrects the current CSI estimation with this correction term, thereby the effect induced by incorrect decision can be reduced. Analysis and simulation results have shown that the performance of the proposed algorithm is much better than the conventional DD channel estimation, and close to the optimal LMMSE estimator.
机译:OFDM系统中的现有DD估计器不能适当地减小由不正确的判决带来的影响,因此遭受错误传播。为了减轻DD信道估计中的误差传播,提出了一种基于递归线性最小均方误差(LMMSE)的DD信道估计器。该算法将先前信道状态信息(CSI)估计的误差向量作为当前CSI估计的新信息,然后根据正交性原理计算新信息对当前CSI估计带来的期望校正,并对当前CSI估计进行校正。利用该校正项,可以减少由错误决定引起的影响。分析和仿真结果表明,该算法的性能优于传统的DD信道估计,并且接近最优LMMSE估计器。

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