Cell-Free Massive MIMO in the Short Blocklength Regime for URLLC

被引:59
|
作者
Nasir, Ali Arshad [1 ]
Hoang Duong Tuan [2 ]
Hien Quoc Ngo [3 ]
Duong, Trung Q. [3 ]
Poor, H. Vincent [4 ]
机构
[1] King Fahd Univ Petr & Minerals KFUPM, Dept Elect Engn, Dhahran 31261, Saudi Arabia
[2] Univ Technol Sydney, Sch Elect & Data Engn, Broadway, NSW 2007, Australia
[3] Queens Univ Belfast, Sch Elect Elect Engn & Comp Sci, Belfast BT3 9DT, Antrim, North Ireland
[4] Princeton Univ, Dept Elect & Comp Engn, Princeton, NJ 08544 USA
基金
美国国家科学基金会; 澳大利亚研究理事会;
关键词
Ultra reliable low latency communication; Manganese; Optimization; Interference; Array signal processing; Resource management; Massive MIMO; Cell-free massive MIMO (cfm-MIMO); ultra reliable and low-latency communication (URLLC); conjugate beamforming (CB); energy efficiency; nonconvex optimization; LATENCY WIRELESS COMMUNICATION; RESOURCE-ALLOCATION; ENERGY EFFICIENCY; ANTENNA; OPTIMIZATION; SYSTEMS; DESIGN; ACCESS; RISK;
D O I
10.1109/TWC.2021.3070836
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper considers cell-free massive MIMO (cfm-MIMO) for downlink ultra reliable and low-latency communication (URLLC). At the time of writing, cfm-MIMO has only been considered for communication in the long blocklength regime (LBR), whose throughput is determined by the Shannon capacity with the interference treated as Gaussian noise. Conjugate beamforming (CB) is often used as it requires only local channel state information (CSI) for implementation but its design is based on a large-scale nonconvex problem, which is computationally intractable. The rate function in URLLC is much more complex than the Shannon rate function. The paper proposes a special class of CB, which admits a low-scale optimization formulation for computational tractability. Accordingly, a new path-following algorithm, which generates a sequence of better feasible points and converges at least to a locally optimal solution, is developed for optimizing URLLC rates and cfm-MIMO energy efficiency. Furthermore, the paper also develops improper Gaussian signaling to improve both the Shannon rate and URLLC rate.
引用
收藏
页码:5861 / 5871
页数:11
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