Title :
Adaptive MMSE multiuser detection for MIMO OFDM over Turbo-Equalization for Single-Carrier Transmission wireless channel
Author :
Eneh, Titus ; Rapajic, Predrag ; Oletu, Grace ; Anang, Kwashie ; Bello, Lawal
Author_Institution :
Mobile & Wireless Commun. Dept., Univ. of Greenwich, Chatham, UK
Abstract :
This paper presents an adaptive multiuser receivers scheme for MIMO OFDM over Turbo-Equalization for Single-Carrier Transmission. It involves the joint adaptive minimum mean square error multiuser detection and decoding algorithm with prior information of the channel and interference cancelation in the spatial domain. A partially filtered gradient LMS (Adaptive) algorithm is also applied to improve the convergence speed and tracking ability of the adaptive detectors with slight increase in complexity. The proposed technique is analyzed in a slow and fast Rayleigh fading channels in MIMO OFDM systems. The adaptive multiuser detection for MIMO OFDM (AMUD MIMO OFDM) perform as well as the iterative equalization for single-carrier.
Keywords :
MIMO communication; OFDM modulation; Rayleigh channels; adaptive filters; decoding; gradient methods; interference suppression; iterative methods; least mean squares methods; multiuser detection; radio receivers; radiofrequency interference; MIMO OFDM system; Rayleigh fading channel; adaptive detector; decoding algorithm; interference cancelation; iterative equalization; joint adaptive MMSE multiuser detection; joint adaptive minimum mean square error multiuser detection; partial filtered gradient LMS algorithm; single-carrier transmission wireless channel; spatial domain; turbo-equalization; Bit error rate; Decoding; Equalizers; Iterative decoding; MIMO; OFDM; Receivers; Adaptive filter and Turbo Equalizer; MIMO OFDM; MMSE; Single Carrier;
Conference_Titel :
Wireless Communications and Mobile Computing Conference (IWCMC), 2011 7th International
Conference_Location :
Istanbul
Print_ISBN :
978-1-4244-9539-9
DOI :
10.1109/IWCMC.2011.5982744