6G超大规模多输入多输出环境下绿色近场通信低复杂度波束形成设计

IF 5.3 2区 计算机科学 Q1 TELECOMMUNICATIONS
Xin Wang;Jianhui Lv;Adam Slowik;Byung-Gyu Kim;B. D. Parameshachari;Keqin Li
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引用次数: 0

摘要

超大规模多输入多输出(UM-MIMO)预计将成为未来第六代(6G)通信网络的组成部分,以满足对更高数据速率不断增长的需求。然而,UM-MIMO的大量射频链的过度能量消耗和由于波束失调而导致的性能下降构成了严峻的挑战。本文研究了基于UM-MIMO的绿色近场无线通信低复杂度波束形成优化。我们首先提出了一种可调定向不连续接收(A-ODRX)机制,将波束对准状态合并到较长的DRX周期中,以降低功耗,同时保留UM-MIMO的大孔径实现的波束形成能力。通过理论推导,A-ODRX机制证明了可证明的抗光束失调的鲁棒性。我们设计了一种相位提取零强迫(PE-ZF)辅助混合波束形成架构,为NF信道的球形波形效果量身定制,以进一步克服硬件限制。仿真结果表明,绿色NF无线通信方法的低复杂度波束形成设计在能源效率、可实现的和速率、随用户速率扩展、对NF迁移的弹性和波束形成增益等方面优于基准。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Low-Complexity Beamforming Design for Green Near-Field Communications in 6G Ultra-Massive Multiple-Input-Multiple-Output
The ultra-massive multiple-input-multiple-output (UM-MIMO) is envisioned to be an integral part of future sixth-generation (6G) communication networks to meet the ever-increasing demand for higher data rates. However, the excessive energy consumption of UM-MIMO’s massive radio frequency chains and performance degradation due to beam misalignment pose critical challenges. This paper investigates low-complexity beamforming optimizations with UM-MIMO for green near-field (NF) wireless communications. We first propose an adjustable orientation discontinuous reception (A-ODRX) mechanism merging the beam alignment state into long DRX cycles to reduce power consumption while preserving beamforming capabilities enabled by UM-MIMO’s large aperture. The A-ODRX mechanism demonstrates provable robustness against beam misalignments through theoretical derivations. We designed a phase extraction zero-forcing (PE-ZF) aided hybrid beamforming architecture tailored for NF channels’ spherical waveform effects to further overcome hardware constraints. Simulation results demonstrate that the proposed low-complexity beamforming design for the green NF wireless communication method outperforms benchmarks in terms of energy efficiency, achievable sum rate, rate scaling with users, resilience to NF mobility, and beamforming gain.
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来源期刊
IEEE Transactions on Green Communications and Networking
IEEE Transactions on Green Communications and Networking Computer Science-Computer Networks and Communications
CiteScore
9.30
自引率
6.20%
发文量
181
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