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首页> 外文期刊>IEEE Transactions on Signal Processing >Power Leakage Elimination for Wideband mmWave Massive MIMO-OFDM Systems: An Energy-Focusing Window Approach
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Power Leakage Elimination for Wideband mmWave Massive MIMO-OFDM Systems: An Energy-Focusing Window Approach

机译:宽带毫米波大规模MIMO-OFDM系统的功率泄漏消除:能量集中窗口方法

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摘要

When the large antenna array and the large bandwidth are deployed in a massive multiple-input multiple-output (MIMO) system, the spatial-wideband effect and the related beam squint effect make the energy of each multipath component distributed mainly within a square area in angle-delay domain rather than distributed like an impulse. With the finite numbers of antennas and subcarriers in practical massive MIMO-OFDM systems, the power leakage of each path outside the corresponding square area is non-negligible. In this paper, we first derive the millimeter-wave (mmWave) massive MIMO channel model for OFDM transceivers and then design an optimal energy-focusing window, which shapes the channel in spatial-frequency domain to maximally concentrate the energy of each multipath component inside the corresponding square area in angle-delay domain. With the help of this window, the power leakage can be significantly reduced. As a result, the sparsity of mmWave channels can be primely preserved and the inter-user interference can be significantly alleviated for angle- and delay-based channel estimation and precoding. Simulation results demonstrate the effectiveness of the proposed window design.
机译:当大型天线阵列和大带宽部署在大规模多输入多输出(MIMO)系统中时,空间宽带效应和相关的波束斜视效应使每个多径分量的能量主要分布在一个正方形区域内。角延迟域而不是像脉冲一样分布。在实际的大规模MIMO-OFDM系统中,由于天线和子载波的数量有限,在相应平方面积之外的每条路径的功率泄漏都是不可忽略的。在本文中,我们首先导出用于OFDM收发器的毫米波(mmWave)大规模MIMO信道模型,然后设计一个最佳的能量聚焦窗口,该窗口在空间频域内对信道进行成形,以最大程度地集中内部的每个多径分量的能量角延迟域中相应的正方形面积。借助该窗口,可以大大减少功率泄漏。结果,对于基于角度和延迟的信道估计和预编码,可以主要保留mmWave信道的稀疏性,并且可以大大减轻用户间的干扰。仿真结果证明了所提出的窗口设计的有效性。

著录项

  • 来源
    《IEEE Transactions on Signal Processing 》 |2019年第21期| 5479-5494| 共16页
  • 作者单位

    Tsinghua Univ Inst Artificial Intelligence Beijing 100084 Peoples R China|Tsinghua Univ State Key Lab Intelligent Technol & Syst Beijing 100084 Peoples R China|Beijing Natl Res Ctr Informat Sci & Technol Beijing Peoples R China|Tsinghua Univ Dept Automat Beijing 100084 Peoples R China;

    Tsinghua Univ Dept Elect Engn Beijing 100084 Peoples R China;

    Tsinghua Univ Inst Artificial Intelligence Beijing 100084 Peoples R China|Tsinghua Univ State Key Lab Intelligent Technol & Syst Beijing 100084 Peoples R China|Beijing Natl Res Ctr Informat Sci & Technol Beijing Peoples R China|Tsinghua Univ Dept Automat Beijing 100084 Peoples R China|Tsinghua Univ Res Inst Key Lab Digital TV Syst Shenzhen 518057 Peoples R China;

    Georgia Inst Technol Sch Elect & Comp Engn Atlanta GA 30332 USA;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Energy-focusing window; channel sparsity preserving; spatial wideband; beam squint; mm Wave;

    机译:能量聚焦窗口;保留频道稀疏性;空间宽带;斜眼斜视毫米波;

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