A sufficient condition for tail asymptotics of SIR distribution in downlink cellular networks

We consider the spatial stochastic model of single-tier downlink cellular networks, where the wireless base stations are deployed according to a general stationary point process on the Euclidean plane with general i.i.d. propagation effects. Recently, Ganti & Haenggi (2016) consider the same general cellular network model and, as one of many significant results, derive the tail asymptotics of the signal-to-interference ratio (SIR) distribution. However, they do not mention any conditions under which the result holds. In this paper, we compensate their result for the lack of the condition and expose a sufficient condition for the asymptotic result to be valid. We further illustrate some examples satisfying such a sufficient condition and indicate the corresponding asymptotic results for the example models. We give also a simple counterexample violating the sufficient condition.

[1]  Martin Haenggi,et al.  Asymptotic Deployment Gain: A Simple Approach to Characterize the SINR Distribution in General Cellular Networks , 2014, IEEE Transactions on Communications.

[2]  Yuval Peres,et al.  Zeros of Gaussian Analytic Functions and Determinantal Point Processes , 2009, University Lecture Series.

[3]  Pierre Calka,et al.  The distributions of the smallest disks containing the Poisson-Voronoi typical cell and the Crofton cell in the plane , 2002, Advances in Applied Probability.

[4]  Martin Haenggi,et al.  The Mean Interference-to-Signal Ratio and Its Key Role in Cellular and Amorphous Networks , 2014, IEEE Wireless Communications Letters.

[5]  J. Mercer Functions of positive and negative type, and their connection with the theory of integral equations , 1909 .

[6]  Andrew L. Goldman The Palm measure and the Voronoi tessellation for the Ginibre process , 2006, math/0610243.

[7]  W. Hoeffding Probability Inequalities for sums of Bounded Random Variables , 1963 .

[8]  Eric Kostlan,et al.  On the spectra of Gaussian matrices , 1992 .

[9]  I. Slivnyak Some Properties of Stationary Flows of Homogeneous Random Events , 1962 .

[10]  François Baccelli,et al.  Stochastic Geometry and Wireless Networks, Volume 1: Theory , 2009, Found. Trends Netw..

[11]  Martin Haenggi,et al.  Stochastic Geometry for Wireless Networks , 2012 .

[12]  N. Miyoshi,et al.  A cellular network model with Ginibre configurated base stations , 2012 .

[13]  Eli Upfal,et al.  Probability and Computing: Randomized Algorithms and Probabilistic Analysis , 2005 .

[14]  Naoto Miyoshi,et al.  Padé approximation for coverage probability in cellular networks , 2014, 2014 12th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt).

[15]  N. Fisher,et al.  Probability Inequalities for Sums of Bounded Random Variables , 1994 .

[16]  T. Shirai,et al.  Random point fields associated with certain Fredholm determinants I: fermion, Poisson and boson point processes , 2003 .

[17]  S. Fossy,et al.  On a Voronoi Aggregative Process Related to a Bivariate Poisson Process , 1996 .

[18]  J. Mercer Functions of Positive and Negative Type, and their Connection with the Theory of Integral Equations , 1909 .

[19]  H. Chernoff A Measure of Asymptotic Efficiency for Tests of a Hypothesis Based on the sum of Observations , 1952 .

[20]  S. Foss,et al.  On a Voronoi aggregative process related to a bivariate Poisson process , 1996, Advances in Applied Probability.

[21]  Bartlomiej Blaszczyszyn,et al.  On Comparison of Clustering Properties of Point Processes , 2011, Advances in Applied Probability.

[22]  Martin Haenggi,et al.  Asymptotics and Approximation of the SIR Distribution in General Cellular Networks , 2015, IEEE Transactions on Wireless Communications.

[23]  Naoto Miyoshi,et al.  Downlink coverage probability in a cellular network with Ginibre deployed base stations and Nakagami-m fading channels , 2015, 2015 13th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt).

[24]  Jeffrey G. Andrews,et al.  A Tractable Approach to Coverage and Rate in Cellular Networks , 2010, IEEE Transactions on Communications.

[25]  Sayandev Mukherjee Analytical Modeling of Heterogeneous Cellular Networks: Geometry, Coverage, and Capacity , 2013 .