具有双极化天线和硬件缺陷的 URLLC CF Massive MIMO 系统

IF 4.6 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Wireless Communications Letters Pub Date : 2024-08-27 DOI:10.1109/LWC.2024.3450497
Sourasis Chatterjee;Sauradeep Dey;Rohit Budhiraja
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引用次数: 0

摘要

我们考虑的是超可靠低延迟通信(URLLC)无蜂窝(CF)大规模多输入多输出(mMIMO)系统的下行链路,该系统在接入点(AP)和用户设备上配备了双极化天线。我们假定接入点配备了低质量射频(RF)链和低分辨率模数转换器/数模转换器(ADC/DAC),从而使其发射和接收信号失真。为了减轻这些损伤,我们提出了一种新型失真感知最小均方误差(DA-MMSE)前置编码器,利用射频和模数转换器/数模转换器损伤相关矩阵的知识。我们应用大维度随机矩阵理论推导出封闭形式的频谱效率表达式。我们用它来分析表明,随着系统变得更加分散,射频和 ADC/DAC 损伤水平会增加,这就需要使用 DA-MMSE 前编码器来实现理想的 URLLC 性能。我们还展示了 DA-MMSE 前编码器和双极化天线在满足严格的 URLLC 约束条件方面的有效性。
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URLLC CF Massive MIMO Systems With Dual Polarized Antennas and Hardware Impairments
We consider the downlink of an ultra-reliable low-latency communication (URLLC) cell-free (CF) massive multi-input-multi-output (mMIMO) system, with dual-polarized antennas at access point (AP), and user equipments. We assume that APs are equipped with low-quality radio-frequency (RF) chains and low-resolution analog-to-digital converters/digital-to-analog converters (ADC/DACs), which distort their transmit and receive signals. To mitigate these impairments, we propose a novel distortion-aware minimum-mean-square-error (DA-MMSE) precoder by exploiting the knowledge of RF and ADC/DAC impairment correlation matrices. We apply large dimensional random matrix theory to derive a closed-form spectral efficiency expression. We use it to analytically show that RF and ADC/DAC impairment levels increase as the system becomes more distributed, which necessitates the use of DA-MMSE precoder to achieve a desirable URLLC performance. We also show the effectiveness of DA-MMSE precoder and dual-polarized antennas in meeting the strict URLLC constraints.
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来源期刊
IEEE Wireless Communications Letters
IEEE Wireless Communications Letters Engineering-Electrical and Electronic Engineering
CiteScore
12.30
自引率
6.30%
发文量
481
期刊介绍: IEEE Wireless Communications Letters publishes short papers in a rapid publication cycle on advances in the state-of-the-art of wireless communications. Both theoretical contributions (including new techniques, concepts, and analyses) and practical contributions (including system experiments and prototypes, and new applications) are encouraged. This journal focuses on the physical layer and the link layer of wireless communication systems.
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