Ergodic achievable rate analysis of one-bit sigma-delta modulated all-digital massive MIMO system

HU Anzhong; HUANG Lijun

doi:10.11959/j.issn.1000-0801.2025013

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Ergodic achievable rate analysis of one-bit sigma-delta modulated all-digital massive MIMO system

Research and Development | 更新时间：2025-03-11

- Ergodic achievable rate analysis of one-bit sigma-delta modulated all-digital massive MIMO system
- Telecommunications Science Vol. 41, Issue 2, Pages: 120-128(2025)
- 作者机构：
  
  杭州电子科技大学通信工程学院，浙江杭州 310018
- 作者简介：
- 基金信息：
- DOI：10.11959/j.issn.1000-0801.2025013
  CLC： TP393
- Received：31 October 2024，
  
  Revised：2024-12-02，
  
  Published：20 February 2025
- 稿件说明：
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胡安中,黄丽君.一比特sigma-delta调制全数字大规模MIMO系统的遍历可达频谱效率分析[J].电信科学,2025,41(02):120-128.

HU Anzhong,HUANG Lijun.Ergodic achievable rate analysis of one-bit sigma-delta modulated all-digital massive MIMO system[J].Telecommunications Science,2025,41(02):120-128.
胡安中,黄丽君.一比特sigma-delta调制全数字大规模MIMO系统的遍历可达频谱效率分析[J].电信科学,2025,41(02):120-128. DOI： 10.11959/j.issn.1000-0801.2025013.

HU Anzhong,HUANG Lijun.Ergodic achievable rate analysis of one-bit sigma-delta modulated all-digital massive MIMO system[J].Telecommunications Science,2025,41(02):120-128. DOI： 10.11959/j.issn.1000-0801.2025013.

摘要

全数字大规模多输入多输出（multiple-input multiple-output，MIMO）系统因具有低成本、信号处理能力强、可灵活配置等优势，在移动通信中有很广泛的应用前景。在研究一比特sigma-delta调制结构的基础上，分析了系统的遍历可达频谱效率，并仿真对比了一比特结构。结果表明一比特sigma-delta调制结构具有更高的频谱效率，适用于大规模MIMO系统，并且分析结果是精确的。

Abstract

The all-digital massive multiple-input multiple-output (MIMO) system has a wide range of application prospects in mobile communication due to its advantages such as low cost

strong signal processing capability

and flexible configuration. On the basis of studying the one-bit sigma-delta modulation structure

the ergodic achievable spectral efficiency of the system was analyzed and compared with the one-bit structure through simulation. The results show that the one-bit sigma-delta modulation structure has higher spectral efficiency

is suitable for massive MIMO systems

and the analysis results are accurate.

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Keywords

references

尤力 , 高西奇 . 大规模MIMO无线通信关键技术 [J ] . 中兴通讯技术 , 2014 , 20 ( 2 ): 26 - 28, 40 .

YOU L , GAO X Q . Key technologies in massive MIMO wireless communication [J ] . ZTE Technology Journal , 2014 , 20 ( 2 ): 26 - 28, 40 .

CORDEIRO R F , PRATA A , OLIVEIRA A S R , et al . Agile all-digital RF transceiver implemented in FPGA [J ] . IEEE Transactions on Microwave Theory and Techniques , 2017 , 65 ( 11 ): 4229 - 4240 .

ETTEFAGH Y , JACOBSSON S , HU A Z , et al . All-digital massive MIMO uplink and downlink rates under a fronthaul constraint [C ] // Proceedings of the 2019 53rd Asilomar Conference on Signals, Systems, and Computers . Piscataway : IEEE Press , 2019 : 416 - 420 .

BENDER S , DÖRPINGHAUS M , FETTWEIS G . On the achievable rate of multi-antenna receivers with oversampled 1-bit quantization [C ] // Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) . Piscataway : IEEE Press , 2017 : 1 - 5 .

ÜÇÜNCÜ A B , YıLMAZ A Ö . Oversampling in one-bit quantized massive MIMO systems and performance analysis [J ] . IEEE Transactions on Wireless Communications , 2018 , 17 ( 12 ): 7952 - 7964 .

ABDELGHANY M , FARID A A , RASEKH M E , et al . A design framework for all-digital mmWave massive MIMO with per-antenna nonlinearities [J ] . IEEE Transactions on Wireless Communications , 2021 , 20 ( 9 ): 5689 - 5701 .

ABDELGHANY M , FARID A A , MADHOW U , et al . Towards all-digital mmWave massive MIMO: designing around nonlinearities [C ] // Proceedings of the 2018 52nd Asilomar Conference on Signals, Systems, and Computers . Piscataway : IEEE Press , 2018 : 1552 - 1557 .

GÖNÜLTAŞ E , TANER S , GALLYAS-SANHUEZA A , et al . Hardware-aware beamspace precoding for all-digital mmWave massive MU-MIMO [J ] . IEEE Communications Letters , 2021 , 25 ( 11 ): 3709 - 3713 .

CHEN J C . One-bit MMSE equalization for all-digital massive MU-MIMO communication systems [J ] . IEEE Systems Journal , 2022 , 16 ( 3 ): 4916 - 4927 .

CASTAÑEDA O , JACOBSSON S , DURISI G , et al . Finite-alphabet MMSE equalization for all-digital massive MU-MIMO mmWave communication [J ] . IEEE Journal on Selected Areas in Communications , 2020 , 38 ( 9 ): 2128 - 2141 .

SEZGIN I C , ERIKSSON T , GUSTAVSSON J , et al . Evaluation of distributed MIMO communication using a low-complexity sigma-delta-over-fiber testbed [C ] // Proceedings of the 2019 IEEE MTT-S International Microwave Symposium (IMS) . Piscataway : IEEE Press , 2019 : 754 - 757 .

GALTON I . Delta-sigma data conversion in wireless transceivers [J ] . IEEE Transactions on Microwave Theory and Techniques , 2002 , 50 ( 1 ): 302 - 315 .

AZIZ P M , SORENSEN H V , DER SPIEGEL J V . An overview of sigma-delta converters [J ] . IEEE Signal Processing Magazine , 1996 , 13 ( 1 ): 61 - 84 .

BUSSGANG J J . Crosscorrelation functions of amplitude-distorted Gaussian signals [R ] . Cambridge : Technology Report 216 , 1952 .

VLECK J H V , MIDDLETON D . The spectrum of clipped noise [J ] . IEEE Xplore , 1966 , 54 ( 1 ): 2 - 19 .

JACOBSSON S , AABEL L , COLDREY M , et al . Massive MU-MIMO-OFDM uplink with direct RF-sampling and 1-bit ADCs [C ] // Proceedings of the 2019 IEEE Globecom Workshops (GC Wkshps) . Piscataway : IEEE Press , 2019 : 1 - 6 .

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