A Mathematical Framework to the Computation of the Error Probability of Downlink MIMO Cellular Networks by Using Stochastic Geometry

被引:57
作者
Di Renzo, Marco [1 ]
Guan, Peng [1 ]
机构
[1] Univ Paris 11, Lab Signaux & Syst, Unite Mixte Rech 8506, CNRS,Ecole Super Elect, F-91192 Gif Sur Yvette, France
关键词
Cellular networks; MIMO systems; network interference; stochastic geometry; error probability; GENERALIZED FADING CHANNELS; INTERFERENCE; PERFORMANCE; CAPACITY; POISSON; TIER; SINR;
D O I
10.1109/TCOMM.2014.2334293
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
In this paper, a mathematical framework to the computation of the error probability of downlink cellular networks is introduced. It is based on the Poisson point process (PPP)-based abstraction for modeling the spatial locations of the base stations (BSs), and it exploits results from stochastic geometry for characterizing the distribution of the other-cell interference. The framework is applicable to spatial multiplexing multiple-input-multiple-output (MIMO) systems with an arbitrary number of antennas at the transmitter (N-t) and at the receiver (N-r). If N-t = N-r = 1, the mathematical approach can be used for arbitrary fading distributions on both useful and interfering links. If either N-t > 1 or N-r > 1, it can be applied to arbitrary fading distributions on the useful link and to Rayleigh fading on the interfering links. It is shown that the proposed approach leads to easy-to-compute integral expressions, which reduce to closed-form formulas in some asymptotic regimes. Furthermore, the framework is shown to provide insights for system design and optimization. The accuracy of the mathematical analysis is substantiated through extensive Monte Carlo simulations for various cellular network setups.
引用
收藏
页码:2860 / 2879
页数:20
相关论文
共 53 条
  • [1] Abramowitz M., 1972, Handbook on Mathematical Functions with Formulas, Graphs, and Mathematical Tables
  • [2] A Tractable Approach to Coverage and Rate in Cellular Networks
    Andrews, Jeffrey G.
    Baccelli, Francois
    Ganti, Radha Krishna
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2011, 59 (11) : 3122 - 3134
  • [3] [Anonymous], IEEE T VEH IN PRESS
  • [4] [Anonymous], IEEE T WIRE IN PRESS
  • [5] Stochastic geometry and architecture of communication networks
    Baccelli, F
    Klein, M
    Lebourges, M
    Zuyev, S
    [J]. TELECOMMUNICATION SYSTEMS, 1997, 7 (1-3) : 209 - 227
  • [6] Baccelli F, 2009, STOCHASTIC GEOMETR 1
  • [7] Baccelli F., 2009, STOCHASTIC GEOMETR 2
  • [8] Precise error-rate analysis of bandwidth-efficient BPSK in Nakagami fading and cochannel interference
    Beaulieu, NC
    Cheng, JL
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2004, 52 (01) : 149 - 158
  • [9] Computing error probabilities over fading channels: a unified approach
    Biglieri, E
    Caire, G
    Taricco, G
    Ventura-Traveset, J
    [J]. EUROPEAN TRANSACTIONS ON TELECOMMUNICATIONS, 1998, 9 (01): : 15 - 25
  • [10] Blaszczyszyn B, 2013, IEEE INFOCOM SER, P773