Achieving Energy-Efficient Massive URLLC Over Cell-Free Massive MIMO

被引:13
|
作者
Zeng, Jie [1 ,2 ,3 ]
Wu, Teng [1 ,4 ]
Song, Yuxin [1 ,4 ]
Zhong, Yi [5 ]
Lv, Tiejun [6 ]
Zhou, Shidong [7 ]
机构
[1] Chongqing Univ Posts & Telecommun, Sch Commun & Informat Engn, Chongqing 400065, Peoples R China
[2] Beijing Inst Technol, Sch Cyberspace Sci & Technol, Beijing 100081, Peoples R China
[3] Tsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
[4] Tsinghua Univ, Beijing Natl Res Ctr Informat Sci & Technol, Beijing 100084, Peoples R China
[5] Beijing Inst Technol, Sch Informat & Elect, Beijing 100081, Peoples R China
[6] Beijing Univ Posts & Telecommun, Sch Informat & Commun Engn, Beijing 100876, Peoples R China
[7] Tsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
基金
中国国家自然科学基金;
关键词
K-mu; shadowed fading; cell-free massive multiple-input multiple-output (MIMO); energy-efficient massive ultra-reliable and low-latency communications (E-2-mURLLC); finite blocklength (FBL); simple path-loss decoding (S-PLD); LOW-LATENCY COMMUNICATIONS; BLIND CHANNEL ESTIMATION; KAPPA-MU; STATISTICAL CHARACTERIZATION; WIRELESS COMMUNICATION; TRANSMISSION; INTERNET; ACCESS;
D O I
10.1109/JIOT.2023.3293008
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Achieving energy-efficient massive ultrareliable and low-latency communications (E2-mURLLC) is a promising application prospect for sixth-generation (6G) mobile communication networks. However, there are some insurmountable obstacles, such as a large number of potential users, complex and diverse small-scale and shadow fading, and stringent energy efficiency (EE), reliability, and latency requirements. Considering the above obstacles, we propose a cell-free massive multiple-input- multiple-output (MIMO) architecture based on the K-mu, shadowed fading model, and maximum-ratio combining (MRC) multiuser detection with simple path-loss decoding (S-PLD) to achieve the simultaneous optimization of EE, latency, and reliability. Furthermore, the finite blocklength information theory is used to uncover the relationship among EE, reliability, latency, and achievable data rate when the packet size is small. Simulation results show that compared with the massive MIMO architecture, using our architecture with MRC multiuser detection and S-PLD can support a threefold increase in the number of access users, reduce transmit power by 90%, achieve a nearly 100 times reliability enhancement, and shorten transmission latency by 23.3%. Consequently, a cell-free massive MIMO system with MRC multiuser detection and S-PLD, as a considerable significant potential to facilitate the advancement from URLLC to E2-mURLLC, is promising to support some time-sensitive applications with massive access, such as unmanned aerial vehicles, the Industrial Internet of Things and vehicle-to-vehicle communications.
引用
收藏
页码:2198 / 2210
页数:13
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