Phase noise suppression in multi-gigabit millimeter wave systems

Xiantao Cheng, N. Lou
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引用次数: 2

Abstract

Due to the potential of supporting multi-gigabit data rate, millimeter-wave (MMW) communication is deemed as a key technology for next-generation WLAN and 5G cellular systems. To fully realize the potential of MMW communication, we have to overcome some difficulties, such as phase noise (PHN). The immature CMOS fabrication incurs a relatively large PHN to MMW systems. Without suppression, the PHN can severely degrade the system performance. In this paper, we present a novel PHN suppression scheme for MMW single carrier frequency domain equalization (SC-FDE) systems. The key to suppress PHN is to estimate it as accurately as possible. Capitalizing on the statistical sparsity of MMW PHN in the basis formed by the eigenvectors of PHN autocorrelation matrix, we formulate the PHN estimation into the framework of compressive sensing (CS). In particular, we modify the sparse Bayesian leaning (SBL) strategy to estimate the involved PHN using the data decision available. The obtained PHN estimate is used to compensate for the PHN effect, followed by FDE operation and a re-demodulation of data symbols. This process iterates several times such that we can significantly improve the BER performance. Thanks to the modified SBL adopted, the proposed scheme can not only effectively mitigate the adverse effect of PHN, thereby leading to better performance, but also bear a low computation complexity.
多千兆毫米波系统中的相位噪声抑制
由于具有支持千兆数据速率的潜力,毫米波通信被认为是下一代无线局域网和5G蜂窝系统的关键技术。为了充分发挥毫米波通信的潜力,我们必须克服相位噪声(PHN)等困难。不成熟的CMOS制造导致毫米波系统的PHN相对较大。如果不进行抑制,PHN会严重降低系统性能。本文提出了一种用于毫米波单载波频域均衡(SC-FDE)系统的新型PHN抑制方案。抑制PHN的关键是尽可能准确地估计它。利用毫米波PHN自相关矩阵特征向量构成的基础上的统计稀疏性,将PHN估计纳入压缩感知(CS)框架。得到的PHN估计值用于补偿PHN效应,然后进行FDE操作和数据符号的重解调。这个过程迭代多次,我们可以显著提高误码率性能。由于采用了改进的SBL,该方案不仅可以有效缓解PHN的不利影响,从而获得更好的性能,而且计算复杂度也较低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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