Performance Analysis of Large-Scale Digital Phased Array Mixed-ADC Receiver in Compact Space

ZHANG Yi; GAO Hang; MA Song; GUO Hongru; XIA Bin; ZHANG Chaoxian

doi:10.11959/j.issn.2096-8930.2024025

您当前的位置：

首页 >

文章列表页 >

Performance Analysis of Large-Scale Digital Phased Array Mixed-ADC Receiver in Compact Space

Special Issue: Wireless Network Technology for Integrated Communication, Navigation, Remote Sensing, and Computing | 更新时间：2024-12-11

- Performance Analysis of Large-Scale Digital Phased Array Mixed-ADC Receiver in Compact Space
- Space-Integrated-Ground Information Networks Vol. 5, Issue 3, Pages: 28-34(2024)
- 作者机构：
  
  1.中国西南电子技术研究所,四川成都 610036
  2.上海交通大学电子信息与电气工程学院,上海 200240
  3.厦门大学嘉庚学院,福建漳州 363105
- 作者简介：
- 基金信息：
  
  The National Natural Science Foundation of China(62131005)
- DOI：10.11959/j.issn.2096-8930.2024025
  CLC： TN929.52
- Received：18 May 2024，
  
  Revised：2024-08-30，
  
  Published：20 September 2024
- 稿件说明：
移动端阅览
张毅,高航,马松等.紧凑空间下大规模数字相控阵混合ADC接收机性能分析[J].天地一体化信息网络,2024,05(03):28-34.

ZHANG Yi,GAO Hang,MA Song,et al.Performance Analysis of Large-Scale Digital Phased Array Mixed-ADC Receiver in Compact Space[J].Space-Integrated-Ground Information Networks,2024,05(03):28-34.
张毅,高航,马松等.紧凑空间下大规模数字相控阵混合ADC接收机性能分析[J].天地一体化信息网络,2024,05(03):28-34. DOI： 10.11959/j.issn.2096-8930.2024025.

ZHANG Yi,GAO Hang,MA Song,et al.Performance Analysis of Large-Scale Digital Phased Array Mixed-ADC Receiver in Compact Space[J].Space-Integrated-Ground Information Networks,2024,05(03):28-34. DOI： 10.11959/j.issn.2096-8930.2024025.

摘要

针对紧凑空间互耦效应影响下的大规模数字相控阵混合ADC接收机性能评估问题，提出一种混合ADC接收机性能分析方法。首先，通过联合考虑三维信道模型、互耦效应模型和ADC量化噪声模型，对互耦效应影响下的传播信道进行建模；然后，采用线性最大比合并接收机，基于随机矩阵理论，推导给定天线阵列拓扑结构下系统可达速率的闭式表达式；最后，分别对均匀线性阵列、均匀平面阵列在不同混合ADC配置方案下的可达速率进行理论计算和数值仿真。计算与仿真结果均表明优化混合ADC配置方案可以有效提升系统可达速率，该结论可以为紧凑空间下高可达速率的混合ADC接收机设计提供理论支撑。

Abstract

In order to evaluate the performance of large-scale digital phased array mixed-ADC receivers under the influence of mutual coupling effects in compact spaces

a performance analysis method was proposed. Firstly

the propagation channel under the influence of mutual coupling effects was modeled by jointly considering the three-dimensional channel model

mutual coupling effect model

and ADC quantization noise model. Then

used a linear maximum ratio combining receiver and based on random matrix theory

a closed form expression for the achievable rate of the system under a given antenna array topology was derived. Finally

the achievable rates of uniform linear arrays and uniform planar arrays under different mixed-ADC configurations were theoretically calculated and numerically simulated. The calculation and simulation results both indicated that optimizing the mixed-ADC configuration scheme could effectively improve the system achievable rate

and the conclusion could provide theoretical support for the design of high achievable rate mixed-ADC receivers in compact spaces.

关键词

Keywords

references

DI B Y , SONG L Y , LI Y H , et al . Ultra-dense LEO: integration of satellite access networks into 5G and beyond [J ] . IEEE Wireless Communications , 2019 , 26 ( 2 ): 62 - 69 .

GIORDANI M , ZORZI M . Non-terrestrial networks in the 6G era: challenges and opportunities [J ] . IEEE Network , 2021 , 35 ( 2 ): 244 - 251 .

WALID S , MEHDI B , CHEN M Z . Avision of 6G wireless systems: applications, trends, technologies, and open research problems [J ] . IEEE Network , 2019 , 34 ( 3 ): 1 - 9 .

SU Y T , LIU Y Q , ZHOU Y Q , et al . Broadband LEO satellite communications: architectures and key technologies [J ] . IEEE Wireless Communications , 2019 , 26 ( 2 ): 55 - 61 .

MARAL G , BOUSQUET M , SUN Z L . Satellite communications systems [M ] . Chichester : Wiley , 2020 .

HONG W , JIANG Z H , YU C , et al . Multibeam antenna technologies for 5G wireless communications [J ] . IEEE Transactions on Antennas and Propagation , 2017 , 65 ( 12 ): 6231 - 6249 .

李科新 , 尤力 , 高西奇 . 基于大规模MIMO的低轨卫星通信系统 [J ] . 天地一体化信息网络 , 2022 , 3 ( 1 ): 2 - 8 .

LI K X , YOU L , GAO X Q . Massive MIMO LEO satellite communications system [J ] . Space-Integrated-Ground Information Networks , 2022 , 3 ( 1 ): 2 - 8 .

LI L , CHEN T , WANG W , et al . LoS MIMO transmission for LEO satellite communication systems [J ] . China Communications , 2022 , 19 ( 10 ): 180 - 193 .

CHAKER E , CHAFAI A , AF A , et al . New MIMO antenna with filtration for the future multiuser systems in satellite communications [J ] . Wireless Communications and Mobile Computing , 2022 .

YOU L , LI K X , WANG J H , et al . Massive MIMO transmission for LEO satellite communications [J ] . IEEE Journal on Selected Areas in Communications , 2020 , 38 ( 8 ): 1851 - 1865 .

LI K X , YOU L , WANG J H , et al . Downlink transmit design for massive MIMO LEO satellite communications [J ] . IEEE Transactions on Communications , 2022 , 70 ( 2 ): 1014 - 1028 .

刘越 , 黄印 , 林玉洁 , 等 . 星地融合网络相控阵天线应用研究进展 [J ] . 空间电子技术 , 2023 , 20 ( 6 ): 52 - 63 .

LIU Y , HUANG Y , LIN Y J , et al . Recent advances of phased array application in satellite-terrestrial convergence networks [J ] . Space Electronic Technology , 2023 , 20 ( 6 ): 52 - 63 .

MOLLEN C , CHOJ J , LARSSON E G , et al . Uplink performance of wideband massive MIMO with one-bit ADCs [J ] . IEEE Transactions on Wireless Communications , 2016 , 16 ( 1 ): 87 - 100 .

LI Y , TAO C , SECO-GRANADOS G , et al . Channel estimation and performance analysis of one-bit massive MIMO systems [J ] . IEEE Transactions on Signal Processing , 2017 , 65 ( 15 ): 4075 - 4089 .

YUAN S A , CHEN X , HUANG C , et al . Effects of mutual coupling on degree of freedom and antenna efficiency in holographic MIMO communications [J ] . IEEE Open Journal of Antennas and Propagation , 2023 , 4 : 237 - 244 .

STEIN M , THEILER S , NOSSEK J A . Overdemodulation for high-performance receivers with low-resolution ADC [J ] . IEEE Wireless Communications Letters , 2015 , 4 ( 2 ): 169 - 172 .

LIANG N , ZHANG W . Mixed-adc massive mimo [J ] . IEEE Journal on Selected Areas in Communications , 2016 , 34 ( 4 ): 983 - 997 .

GAO H , XIAO K , XIA B , et al . Mutual information analysis of mixed-ADC MIMO systems over Rayleigh channels based on random matrix theory [J ] . IEEE Transactions on Wireless Communications , 2020 , 19 ( 7 ): 4894 - 4906 .

ZHANG J , DAI L , HE Z , et al . Performance analysis of mixed-ADC massive MIMO systems over Rician fading channels [J ] . IEEE Journal on Selected Areas in Communications , 2017 , 35 ( 6 ): 1327 - 1338 .

ZHENG Y , WANG C X , HUANG J , et al . Measurements and characteristics analysis of 6G ultra-massive MIMO wireless channels with different antenna configurations and scenarios [J ] . IEEE Transactions on Vehicular Technology , 2023 , 72 ( 8 ): 9720 - 9732 .

WANG M , GUO Y , XIA B . Multi-polarized channel model and performance analysis for massive MIMO systems [C ] // 2021 IEEE Globecom Workshops . Piscataway : IEEE Press , 2021 : 1 - 6 .

WANG M , CHEN J , TAO J , et al . Over-the-air antenna array calibration for mmWave hybrid beamforming systems based on monte Carlo Markov chain method [J ] . IEEE Transactions on Vehicular Technology , 2023 , 72 ( 5 ): 6068 - 6079 .

BALANIS C A . Antenna theory: analysis and design [M ] . John Wiley & Sons , 2015 .

胡启芳 , 郭爱煌 . 互耦效应对超大规模MIMO天线系统信道容量的影响 [J ] . 电讯技术 , 2023 , 63 ( 11 ): 1765 - 1770 .

HU Q F , GUO A H . Influence of mutual coupling effect on channel capacity of ultra-massive MIMO antenna system [J ] . Telecom munication Engineering , 2023 , 63 ( 11 ): 1765 - 1770 .

PIRZADEH H , SWINDLEHURST A L , Nossek J A . Space-constrained mixed-ADC massive MIMO [C ] // 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) . Piscataway : IEEE Press , 2019 : 1 - 5 .

BJÖRNSON E , MATTHAIOU M , DEBBAH M . Massive MIMO with non-ideal arbitrary arrays: hardware scaling laws and circuit-aware design [J ] . IEEE Transactions on Wireless Communications , 2015 , 14 ( 8 ): 4353 - 4368 .

MILLER C L , SMITH P J , DMOCHOWSKI P A . Space-constrained arrays for massive MIMO [J ] . IEEE Wireless Communications Letters , 2021 , 10 ( 5 ): 948 - 952 .

Views

191

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

No data

Related Author

No data

Related Institution

No data

⁰