Title :
An effcient approximation of Q(√x) function and general BER performance analysis
Author :
Alkurd, Rawan ; Abualhaol, Ibrahim ; Muhaidat, Sami
Author_Institution :
Khalifa Univ. of Sci., Technol. & Res., Abu Dhabi, United Arab Emirates
Abstract :
In this paper, a novel approximation for the Gaussian Q-function in the form of Q(√x) is presented. The proposed approximation is compared with other known closed-form approximations of the Q-function in terms of accuracy and applicability. This approximation can be effciently used to simplify intractable problems which do not have explicit solutions. The approximation of the generalized probability density function (PDF) using Gaussian fnite mixture components is utilized with the proposed approximation to derive a generalized closed-form expression for the Bit Error Rate (BER) for coherent modulation techniques. The derived expression is evaluated over Nakagami-m and Weibull fading channels. Monte Carlo simulation of the average BER expression is provided over Nakagami-m and Weibull fading channels in order to validate the derived expression. The derived average SER expression can be used by engineers to evaluate the BER performance for any coherent modulation technique and over any fading channel given that the fading channel statistics are modeled using Gaussian fnite mixture.
Keywords :
Gaussian channels; Monte Carlo methods; Nakagami channels; approximation theory; error statistics; mixture models; modulation; probability; Gaussian Q-function; Gaussian finite mixture component; Monte Carlo simulation; Nakagami-m fading channel; PDF; Weibull fading channel; average BER expression; average SER expression; bit error rate; closed-form approximation; coherent modulation technique; generalized probability density function; statistics; Accuracy; Approximation methods; Bit error rate; Closed-form solutions; Fading; Quadrature amplitude modulation;
Conference_Titel :
GCC Conference and Exhibition (GCC), 2013 7th IEEE
Conference_Location :
Doha
Print_ISBN :
978-1-4799-0722-9
DOI :
10.1109/IEEEGCC.2013.6705806