Title :
On the Sum of Kappa Stochastic Variates and Applications to Equal-Gain Combining
Author :
Bithas, Petros S. ; Sagias, Nikos C. ; Mallik, Ranjan K.
Author_Institution :
Dept. of Telecommun. Sci. & Technol., Univ. of Peloponnese, Tripolis, Greece
fDate :
9/1/2011 12:00:00 AM
Abstract :
In this paper we study the statistics of the sum of not necessarily identically distributed kappa, that is, K, random variables (RV)s. Assuming half-integer values for the shaping parameters, novel closed-form expressions for the probability density function (PDF) of the sum of independent K RVs are obtained, while for arbitrary values of the shaping parameters, a corresponding PDF expression is derived in terms of fast converging infinite series. Furthermore, an infinite series representation for the PDF of the sum of two arbitrarily correlated K RVs is derived. The proposed analysis is employed to the performance analysis of equal-gain combining (EGC) receivers operating over composite fading/shadowing channels modeled by the K distribution. More specifically, the outage and the average bit error probabilities, as well as the average channel capacity of EGC receivers operating over such composite environment are studied. Considering different channel fading/shadowing conditions and correlation effects, various numerical performance evaluation results are presented. These results are complemented by equivalent computer simulated ones that validate the accuracy of the proposed analysis.
Keywords :
error statistics; fading channels; radio receivers; stochastic processes; BER; K distribution; average bit error probabilities; composite fading-shadowing channels; correlation effects; equal-gain combining receivers; fast converging infinite series; half-integer values; kappa stochastic variates; probability density function; random variables; shaping parameters; Approximation methods; Diversity reception; Fading; Probability density function; Receivers; Shadow mapping; Signal to noise ratio; Average bit error probability (ABEP); channel capacity; correlated statistics; equal gain combining (EGC); kappa fading/shadowing channels; outage probability; sum distributions;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2011.071111.090758