Title :
Statistical analysis of multiple access interference in Rayleigh fading environment for MIMO CDMA systems
Author :
Mahmood, Kasim ; Asad, Syed Muhammad ; Moinuddin, Muhammad ; Zerguine, Azzedine ; Paul, Sudipta
Author_Institution :
Electr. & Electron. Eng. Technol. Unit, Affiliated Colleges at Hafr Al Batin, Hafr Al Batin, Saudi Arabia
fDate :
June 29 2014-July 2 2014
Abstract :
A major limiting factor in the performance of MIMO-CDMA systems is multiple access interference (MAI) which can reduce the system capacity as well as bit error rate (BER). Thus, statistical characterization of MAI is vital in analyzing the performance of such systems. Since, the statistical analysis of MAI in MIMO-CDMA is quite involved especially in the presence of fading channels, existing works in literature employ suboptimal approaches to detect the subscriber without involving the need for MAI statistics such as successive interference cancellation (SIC) and parallel interference cancellation (PIC). To date, the exact characterization of multiple access interference in MIMO-CDMA is an unsolved problem. In this paper, we derive the expressions for the probability density function of MAI and MAI plus noise in MIMO-CDMA systems in the presence of both Rayleigh fading channels and additive Gaussian noise. Simulation results show that the theoretical predictions are very well substantiated.
Keywords :
Gaussian noise; MIMO communication; Rayleigh channels; code division multiple access; error statistics; interference suppression; radiofrequency interference; statistical analysis; BER; MAI plus noise; MAI statistical characterization; MIMO CDMA systems; PIC; Rayleigh fading channel; Rayleigh fading environment; SIC; additive Gaussian noise; bit error rate; fading channels; multiple-access interference; parallel interference cancellation; probability density function; statistical analysis; suboptimal approach; subscriber detection; successive interference cancellation; system capacity; theoretical prediction; Conferences; MIMO; Multiaccess communication; Random variables; Rayleigh channels; Receivers; CDMA; Multiple-input multiple-output (MIMO); multiple access interference (MAI); probability density function (pdf);
Conference_Titel :
Statistical Signal Processing (SSP), 2014 IEEE Workshop on
Conference_Location :
Gold Coast, VIC
DOI :
10.1109/SSP.2014.6884663