Title :
Statistics of Co-Channel Interference in a Field of Poisson and Poisson-Poisson Clustered Interferers
Author :
Gulati, Kapil ; Evans, Brian L. ; Andrews, Jeffrey G. ; Tinsley, Keith R.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Texas at Austin, Austin, TX, USA
Abstract :
With increasing spatial reuse of radio spectrum, co-channel interference is becoming a dominant noise source and may severely degrade the communication performance of wireless transceivers. In this paper, we consider the problem of statistical-physical modeling of co-channel interference from an annular field of Poisson or Poisson-Poisson cluster distributed interferers. Poisson and Poisson-Poisson cluster processes are commonly used to model interferer distributions in large wireless networks without and with interferer clustering, respectively. Further, by considering the interferers distributed over a parametric annular region, we derive interference statistics for finite- and infinite- area interference region with and without a guard zone around the receiver. Statistical modeling of interference is a useful tool to analyze outage probabilities in wireless networks and design interference-aware transceivers. Our contributions include: 1) developing a unified framework for deriving interference models for various wireless network environments; 2) demonstrating the applicability of the symmetric alpha stable and Gaussian mixture (with Middleton Class A as a particular form) distributions in modeling co-channel interference; and 3) deriving analytical conditions on the system model parameters for which these distributions accurately model the statistical properties of the interference. Applications include co-channel interference modeling for various wireless networks, including wireless ad hoc, cellular, local area, and femtocell networks.
Keywords :
cochannel interference; radio networks; statistical analysis; stochastic processes; Gaussian mixture; Middleton Class A; Poisson cluster distributed interferers; Poisson-Poisson cluster distributed interferers; annular field; cochannel interference; finite-area interference region; guard zone; infinite-area interference region; interference-aware transceivers; large wireless networks; outage probabilities; parametric annular region; statistical-physical modeling; symmetric alpha stable; Analytical models; Interchannel interference; Mathematical model; Poisson equations; Receivers; Wireless networks; Co-channel interference; Poisson processes; impulsive noise; probability; stochastic approximation;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2010.2072922