一种用于OTFS系统的低复杂度近似消息传递均衡器

Yang Zhang, Qunfei Zhang, Lingling Zhang, Chengbing He, Xinyuan Tian
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引用次数: 1

摘要

正交时频空间(OTFS)调制已成为高移动性无线通信的一种潜在的候选调制方案。然而,OTFS可能会遇到显著的多普勒间干扰(IDI)和符号间干扰(ISI)发生在接收机。为了共同对抗这两种干扰,我们提出了一种有效的改进的近似消息传递(AMP)均衡器,用于延迟多普勒信道上的OTFS传输。具体来说,通过解耦运算消除联合干扰,并在延迟多普勒域利用等效信道矩阵的稀疏特性。然后,通过去噪步骤重建传输符号的后验均值和方差估计。此外,为了权衡OTFS系统的计算复杂度和性能,提出了一种基于阈值的收敛方案。仿真结果表明,与传统的均衡器相比,改进的AMP均衡器具有更好的误码率(BER)性能和更低的复杂度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Low-Complexity Approximate Message Passing Equalizer for OTFS system
The orthogonal time frequency space (OTFS) modulation has emerged as a potential candidate modulation scheme for high mobility wireless communications. However, OTFS may experience significant inter-Doppler interference (IDI) and inter-symbol interference (ISI) occur in the receiver. To jointly combat both interferences, we propose an efficient improved approximate message passing (AMP) equalizer for OTFS transmission over delay-Doppler channels in this paper. Specifically, a decoupling operation can be performed for joint interference cancellation, and the sparse feature of equivalent channel matrix is utilized in delay-Doppler domain. Then, the posterior mean and variance estimates of the transmitted symbol is reconstructed by the denoising step. Furthermore, a threshold-based convergence scheme is proposed with the purpose of trade-off the computational complexity and performance of the OTFS system. Simulation results demonstrate that the proposed improved AMP equalizer exhibits a better bit error rate (BER) performance with a reduced complexity compared to its conventional counterparts.
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