Stochastic Modeling and Analysis of User-Centric Network MIMO Systems

被引:23
|
作者
Zhu, Caiyi [1 ,2 ]
Yu, Wei [1 ]
机构
[1] Univ Toronto, Edward S Rogers Sr Dept Elect & Comp Engn, Toronto, ON M5S 3G4, Canada
[2] Google Canada, Kitchener, ON N2H 5G5, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Beamforming; coordinated multi-point (CoMP); cooperative communications; interference; multi-cell; network MIMO; stochastic geometry; wireless cellular networks; COORDINATED MULTIPOINT TRANSMISSION; COOPERATIVE TRANSMISSION; SPECTRAL EFFICIENCY; JOINT-TRANSMISSION; CELLULAR NETWORKS; DOWNLINK;
D O I
10.1109/TCOMM.2018.2867458
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 provides an analytical performance characterization of both the uplink (UL) and downlink (DL) usercentric network multiple-input multiple-output (MIMO) systems, where a cooperating base station (BS) cluster is formed for each user individually and the clusters for different users may overlap. In this model, cooperating BSs (each equipped with multiple antennas) jointly perform zero-forcing beamforming to the set of single-antenna users associated with them. As compared with a baseline network MIMO system with disjoint BS clusters, the effect of user-centric clustering is that it improves signal strength in both the UL and DL, while reducing cluster-edge interference in the DL. This paper quantifies these effects by assuming that BSs and users form Poisson point processes and by further approximating both the signal and interference powers using Gamma distributions of appropriate parameters. We show that BS cooperation provides significant gain as compared to single-cell processing for both the UL and DL, but the advantage of user-centric clustering over the baseline disjoint clustering system is significant for the DL cluster-edge users only. Although the analytic results are derived with the assumption of perfect channel state information and infinite backhaul between the cooperating BSs, they nevertheless provide architectural insight into the design of the future cooperative cellular networks.
引用
收藏
页码:6176 / 6189
页数:14
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