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Low-complexity pilot-aided channel estimation for OFDM systems over doubly-selective channels

机译:双选择信道上OFDM系统的低复杂度导频辅助信道估计

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In this paper, we investigate channel estimation (CE) and data detection for OFDM systems over doubly-selective channels. We derive an oversampling basis expansion model (BEM) for doubly-selective channels and its statistical properties. The time diversity in the Doppler-induced inter-carrier-interference (ICI) and its relationship to the carrier frequency offset (CFO) induced ICI are illustrated using the BEM. We derive two low complexity linear minimum mean-square-error (LMMSE) channel estimators using the BEM. The sphere decoder (SD) is modified to equalize the ICI channel. A low-complexity iterative equalizer without matrix inversion is also proposed. Our proposed channel estimators have low complexity and achieve good performance. Furthermore, the low-complexity iterative equalizer performs close to SD.
机译:在本文中,我们研究了双选择信道上OFDM系统的信道估计(CE)和数据检测。我们推导了双选择通道及其统计属性的超采样基础扩展模型(BEM)。使用BEM说明了多普勒引起的载波间干扰(ICI)中的时间分集及其与载波频率偏移(CFO)引起的ICI的关系。我们使用BEM推导了两个低复杂度的线性最小均方误差(LMMSE)信道估计器。修改球形解码器(SD)以均衡ICI信道。还提出了一种无需矩阵求逆的低复杂度迭代均衡器。我们提出的信道估计器具有较低的复杂度,并且可以实现良好的性能。此外,低复杂度迭代均衡器的性能接近SD。

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