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Iterative frequency-domain channel estimation and equalization for single-carrier transmissions without cyclic-prefix

机译:无循环前缀的单载波传输的迭代频域信道估计和均衡

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摘要

Compared to conventional time-domain equalization, frequency-domain equalization (FDE) presents a computationally efficient alternative for the reception of single carrier (SC) transmissions. In this paper, we consider iterative FDE (IFDE) with explicit frequency-domain channel estimation (FDCE) for non-cyclic-prefixed SC systems. First, an improved IFDE algorithm is presented based on soft iterative interference cancellation. Second, a new adaptive FDCE (AFDCE) algorithm based on per-tone Kalman filtering is proposed to track and predict the frequency-domain channel coefficients. The AFDCE algorithm employs across-tone noise reduction, exploits temporal correlation between successive blocks, and adaptively updates the auto-regressive model coefficients, bypassing the need for prior knowledge of channel statistics. Finally, block-overlapping is used to facilitate the joint operation of IFDE and AFDCE. Simulation results show that, compared to related IFDE and adaptive channel estimation schemes, the proposed schemes offer lower mean-square error (MSE) in channel prediction, lower bit error rate (BER) after decoding, and robustness to non-stationary channels.
机译:与常规时域均衡相比,频域均衡(FDE)为接收单载波(SC)传输提供了一种计算有效的替代方案。在本文中,我们考虑对非循环前缀SC系统使用显式频域信道估计(FDCE)的迭代FDE(IFDE)。首先,提出了一种基于软迭代干扰消除的改进IFDE算法。其次,提出了一种基于单音卡尔曼滤波的自适应FDCE(AFDCE)算法,用于跟踪和预测频域信道系数。 AFDCE算法采用跨音降噪技术,利用连续块之间的时间相关性,并自适应地更新自回归模型系数,从而无需事先了解信道统计信息。最后,块重叠用于促进IFDE和AFDCE的联合操作。仿真结果表明,与相关的IFDE和自适应信道估计方案相比,所提出的方案在信道预测中具有较低的均方误差(MSE),在解码后具有较低的误码率(BER),并且对非平稳信道具有鲁棒性。

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