On the Effect of C/I Correlation on Cellular Wireless Network Downlink Performance

被引:4
作者
Arsal, Ali [1 ]
Demirkol, Mehmet F. [1 ]
机构
[1] ULAK Commun Inc, R&D Dept, Ankara, Turkey
来源
2019 IEEE CONFERENCE ON STANDARDS FOR COMMUNICATIONS AND NETWORKING (CSCN) | 2019年
关键词
Cellular wireless networks; Stochastic geometry; Correlation; Copula; Multiuser diversity; Scheduling;
D O I
10.1109/cscn.2019.8931328
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we model a cellular wireless network and investigate the effect of correlation among the carrier-to-interference (C/I) ratios of multiple users on the network downlink performance with multiuser diversity. Base stations are randomly placed and users are linked to their closest base stations. The C/I ratios of multiple users become conditionally dependent. For such a realistic deployment scenario, we utilize stochastic geometry tools and copula functions to take into account this correlation and analyze the coverage probability and spectral efficiency. Our simulation results demonstrate that the commonly used independence assumption of the user C/I values overestimates both actual coverage probability and spectral efficiency of the system.
引用
收藏
页数:6
相关论文
共 14 条
[1]   A Tractable Approach to Coverage and Rate in Cellular Networks [J].
Andrews, Jeffrey G. ;
Baccelli, Francois ;
Ganti, Radha Krishna .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2011, 59 (11) :3122-3134
[2]  
[Anonymous], 36212 ETSI 3GPP TS
[3]  
[Anonymous], 38212 ETSI 3GPP TS
[4]  
[Anonymous], 1959, Fonctions de Reparition a n Dimensions et Leurs Marges
[5]  
[Anonymous], 2006, INTRO COPULAS, DOI DOI 10.1007/S11229-005-3715-X.833
[6]   Stochastic Geometry for Modeling, Analysis, and Design of Multi-Tier and Cognitive Cellular Wireless Networks: A Survey [J].
ElSawy, Hesham ;
Hossain, Ekram ;
Haenggi, Martin .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2013, 15 (03) :996-1019
[7]   On the size distribution of Poisson Voronoi cells [J].
Ferenc, Jarai-Szabo ;
Neda, Zoltan .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2007, 385 (02) :518-526
[8]  
GENEST C, 1995, BIOMETRIKA, V82, P543, DOI 10.2307/2337532
[9]  
Izawa Y, 2018, PROC IEEE MICR ELECT, P2, DOI 10.1109/MEMSYS.2018.8346466
[10]  
KNOPP R, 1995, ICC '95 - 1995 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, CONFERENCE RECORD, VOLS 1-3, P331, DOI 10.1109/ICC.1995.525188