Title :
Use of higher-order moments and related distribution series expansions for noise characterisation and performance evaluation in few-user asynchronous DS/CDMA systems
Author :
Sacchi, Claudio ; Regazzoni, Carlo ; Oberti, Franco ; Giulini, Saverio
Author_Institution :
Dept. of Biophys. & Electron. Eng., Genoa Univ., Italy
Abstract :
This work aims at proposing a higher-order moments analysis, in order to obtain an effective characterisation (in a non-Gaussian sense) of the global DS/CDMA noise in the case of few-user systems and short spreading codes. The use of the Edgeworth series expansion, whose terms are directly linked with the statistical cumulants allows to reach a good approximation of the unknown probability density function of the global DS/CDMA noise. The results concerning the DS/CDMA BER obtained by using the Edgeworth expansion are then compared with the ones provided by the Gram-Charlier series, and by other higher-order-moment-based approximations already presented in literature
Keywords :
code division multiple access; error statistics; higher order statistics; noise; series (mathematics); spread spectrum communication; BER; Edgeworth series expansion; Gram-Charlier series; distribution series expansions; few-user asynchronous DS/CDMA systems; few-user systems; global DS/CDMA noise; higher-order moments; noise characterisation; performance evaluation; probability density function; short spreading codes; statistical cumulants; AWGN; Additive white noise; Bit error rate; Gaussian approximation; Gaussian noise; Matched filters; Multiaccess communication; Performance analysis; Probability density function; Spread spectrum communication;
Conference_Titel :
Global Telecommunications Conference, 1999. GLOBECOM '99
Conference_Location :
Rio de Janeireo
Print_ISBN :
0-7803-5796-5
DOI :
10.1109/GLOCOM.1999.831684