Title :
Blind nonlinear multiuser detection for CDMA signals in the presence of alpha-stable noise and strong cochannel interferer using empirical characteristic function
Author :
Saberali, S. Mohammad ; Amindavar, Hamidreza
Author_Institution :
Dept. of Electr. Eng., Univ. of Isfahan, Isfahan, Iran
Abstract :
In this paper, we address the multiuser detection problem in the presence of strong interference, mixture of Gaussian and α-stable noises. We initially obtain locally optimal (LO) detection rule for this problem which can almost completely suppress interference effect and combat α-stable noise to some extent using oversampling in the receiver or channel coding in the transmitter. Then, we derive a new low complexity suboptimal detector considering the LO detector characteristics. This detector suppresses the degradation in the system performance due to interferer which is more substantial than α-stable noise degradation. We demonstrate that for the new suboptimal detector we only require the estimation of the interferer level which in turn is accurately estimated blindly based on a small number of observation samples through the empirical characteristic function (ECF) calculation.
Keywords :
Gaussian noise; channel coding; cochannel interference; code division multiple access; interference suppression; α-stable noises; CDMA signals; Gaussian noises; alpha-stable noise; blind nonlinear multiuser detection; channel coding; cochannel interferer; empirical characteristic function calculation; interference suppression; locally optimal detection; transmitter; Detectors; Estimation; Interference; Multiaccess communication; Multiuser detection; Noise; Receivers;
Conference_Titel :
Electrical Engineering (ICEE), 2014 22nd Iranian Conference on
Conference_Location :
Tehran
DOI :
10.1109/IranianCEE.2014.6999784