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Channel estimation for OFDM systems based on comb-type pilot arrangement in frequency selective fading channels

机译:频率选择性衰落信道中基于梳型导频排列的OFDM系统信道估计

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摘要

The channel estimation methods for OFDM systems based on a comb-type pilot sub-carrier arrangement are investigated. The channel estimation algorithm based on comb-type pilots is divided into pilot signal estimation and channel interpolation. The pilot signal estimation based on LS or MMSE criteria, together with channel interpolation based on piecewise-linear interpolation or piecewise second-order polynomial interpolation is studied. Owing to the MMSE estimate of the pilot signals, the inter-carrier interference and additive white Gaussian noise are reduced considerably. The computational complexity of pilot signal estimation based on MMSE criterion can be reduced by using a simplified LMMSE estimator with low-rank approximation using singular value decomposition. Phase compensators before and after interpolation are also presented to combat the phase changes of subchannel symbols arising from the frame synchronization errors. Compared to the transform-domain processing based channel estimation algorithm the MMSE estimate of pilot signals together with phase compensated linear interpolation algorithm provides a better performance and requires less computations.
机译:研究了基于梳状导频子载波配置的OFDM系统的信道估计方法。基于梳型导频的信道估计算法分为导频信号估计和信道插值。研究了基于LS或MMSE准则的导频信号估计以及基于分段线性插值或分段二阶多项式插值的信道插值。由于对导频信号的MMSE估计,载波间干扰和加性高斯白噪声得以大大降低。通过使用具有奇异值分解的低秩近似的简化LMMSE估计器,可以降低基于MMSE准则的导频信号估计的计算复杂性。还提出了插值之前和之后的相位补偿器,以应对由帧同步误差引起的子信道符号的相位变化。与基于变换域处理的信道估计算法相比,导频信号的MMSE估计与相位补偿线性插值算法一起提供了更好的性能,并且需要更少的计算。

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