Cluster-Based Multi-Carrier Hybrid Beamforming for Massive Device Terahertz Communications

被引:21
作者
Yuan, Hang [1 ]
Yang, Nan [2 ]
Ding, Xuhui [3 ]
Han, Chong [4 ]
Yang, Kai [1 ]
An, Jianping [3 ]
机构
[1] Beijing Inst Technol, Sch Informat & Elect, Beijing 100081, Peoples R China
[2] Australian Natl Univ, Sch Engn, Canberra, ACT 2600, Australia
[3] Beijing Inst Technol, Sch Cyberspace Sci & Technol, Beijing 100081, Peoples R China
[4] Shanghai Jiao Tong Univ, Univ Michigan Shanghai Jiao Tong Univ UM SJTU Joi, Shanghai 200240, Peoples R China
关键词
Radio frequency; Computer architecture; Array signal processing; Partitioning algorithms; Heuristic algorithms; Wireless communication; Switches; Terahertz communications; massive device communications; multi-carrier hybrid beamforming; dynamic beam division multiple access; MILLIMETER-WAVE; RESOURCE-ALLOCATION; BAND; SYSTEMS; NOMA; MODULATION; SUBARRAYS; NETWORKS;
D O I
10.1109/TCOMM.2022.3155777
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
We propose a cluster-based multi-carrier beam division multiple access (MC-BDMA) scheme to enable massive device terahertz (THz) communications with the dynamic-subarray hybrid beamforming (HBF) architecture. This scheme is motivated by a limitation of conventional HBF architectures, i.e., the number of users cannot exceed the number of radio frequency (RF) chains. By exploiting the unique properties of THz channels, such as high distance-and-frequency dependence, high sparsity, and small angular spread, we propose multiple users in the same cluster to be supported by a single RF chain with distance-aware multi-carrier modulation. Moreover, we propose different clusters to be divided by BDMA that is accomplished through HBF design. In our proposed scheme, we first design a novel antenna selection and subarray partition algorithm for the dynamic-subarray HBF architecture to compensate for performance loss caused by diverse channels among users. We then design an algorithm for multi-carrier HBF which maximizes the achievable throughput and eliminates the inter-beam interference. Numerical results show that our proposed cluster-based MC-BDMA scheme with the dynamic-subarray HBF architecture provides an almost 100% spectral efficiency gain and a 60% energy efficiency gain over the conventional non-cluster HBF scheme in massive device communications.
引用
收藏
页码:3407 / 3420
页数:14
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