Title :
Integrating Linear-Law Detector Performance Simulation Using Gram-Charlier Expansion
Author :
Subacius, D. ; Takhar, G.S. ; Vachula, G.
Author_Institution :
Integrated Commun. Syst., Raytheon SAS, Marlborough, MA, USA
Abstract :
In numerous RF communication applications there is a need to analyze detector performance in noise, interference and fading environments. In detection usually multiple pulses or signal samples are integrated to improve performance. A Gram-Charlier expansion is often used to approximate the probability density function (PDF) with known moments. In this study, Linear-law detector performance is simulated using a Gram-Charlier series and the results are compared with the results obtained by direct multiple - PDF convolution. Numerical calculations for the case of Gaussian White Noise show comparable performance results, although direct signal plus noise Rician PDF convolution is faster computationally and doesn´t have Gram-Charlier series computational sensitivity to the number of terms used in the series expansion.
Keywords :
Rician channels; convolution; probability; signal detection; Gaussian white noise; Gram-Charlier expansion; Gram-Charlier series computational sensitivity; RF communication applications; fading environments; interference environments; linear-law detector performance; multiple-PDF convolution; noise Rician PDF convolution; noise environments; probability density function; series expansion; signal samples; Convolution; Detectors; Probability; Probability density function; Rician channels; Signal to noise ratio; Gram-Charlier; Rician; convolution; detector performance; probability density function;
Conference_Titel :
Military Communications Conference (MILCOM), 2014 IEEE
Conference_Location :
Baltimore, MD
DOI :
10.1109/MILCOM.2014.120