Asymptotic Spectral Efficiency of the Uplink in Spatially Distributed Wireless Networks with Multi-Antenna Base Stations

被引:15
|
作者
Govindasamy, Siddhartan [1 ]
Bliss, D. W. [2 ]
Staelin, David H. [3 ]
机构
[1] Franklin W Olin Coll Engn, Needham, MA USA
[2] Arizona State Univ, Sch Elect Comp & Energy Engn, Tempe, AZ 85287 USA
[3] MIT, Elect Res Lab, Cambridge, MA 02139 USA
基金
美国国家科学基金会;
关键词
Cellular networks; MIMO; antenna arrays; stochastic geometry; hexagonal cells; STOCHASTIC GEOMETRY; INTERFERENCE; POISSON; CAPACITY; SYSTEMS; FIELD;
D O I
10.1109/TCOMM.2013.053013.110784
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
The spectral efficiency of a representative uplink of a given length, in interference-limited, spatially-distributed wireless networks with hexagonal cells, simple power control, and multiantenna linear Minimum-Mean-Square-Error receivers is found to approach an asymptote as the numbers of base-station antennas N and wireless nodes go to infinity. An approximation for the area-averaged spectral efficiency of a representative link (averaged over the spatial base-station and mobile distributions), for Poisson distributed base stations, is also provided. For large N, in the interference-limited regime, the area-averaged spectral efficiency is primarily a function of the ratio of the product of N and the ratio of base-station to wireless-node densities, indicating that it is possible to scale such networks by linearly increasing the product of the number of base-station antennas and the relative density of base stations to wireless nodes, with wireless-node density. The results are useful for designers of wireless systems with high inter-cell interference because it provides simple expressions for spectral efficiency as a function of tangible system parameters like base-station and wireless-node densities, and number of antennas. These results were derived combining infinite random matrix theory and stochastic geometry.
引用
收藏
页码:3027 / 3039
页数:13
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