Title :
Adaptive Multiuser Turbo Receiver Structure for Oversaturated MIMO Communication System
Author :
Balasubramanyam, Ramkumar ; Rapajic, Predrag B.
Author_Institution :
Greenwich Univ., Medway
Abstract :
In this paper we show that an adaptive turbo (iterative) multiuser receiver employing imperfect decision feedback compared to perfect decision feedback has a signal to interference ratio (SINR) gain of over 1 dB at bit error rate (BER) of 10-2 for an oversaturated multiuser multicellular wireless communication system. A (turbo) iterative multiuser receiver system consists of a bank of adaptive linear minimum mean square error (MMSE) channel estimators that retrieves user signatures followed by non-linear MMSE detectors and dedicated log maximum a-posteriori (MAP) decoders to decode user information in an uplink multiuser communication system. We find that estimating filter coefficients every turbo iteration (successive training) assuming perfect feedback does not provide any SINR gain over non successive training based adaptive multiuser receiver. We show that there is a gain of over 1.5 dB in using non-successive training over successive training at BER of 10-2 for an oversaturated multiple input multiple output (MIMO) communication system
Keywords :
MIMO communication; adaptive estimation; cellular radio; channel estimation; error statistics; filtering theory; iterative decoding; least mean squares methods; maximum likelihood decoding; multiuser detection; radio receivers; turbo codes; BER; MAP decoder; adaptive MMSE channel estimator; adaptive multiuser turbo receiver structure; bit error rate; filter coefficient estimation; imperfect decision feedback; linear minimum mean square error; maximum a-posteriori; multicellular wireless communication system; multiple input multiple output system; nonlinear detector; oversaturated MIMO communication; turbo iteration; Bit error rate; Detectors; Feedback; Information retrieval; Interference; Iterative decoding; MIMO; Mean square error methods; Signal to noise ratio; Wireless communication;
Conference_Titel :
Spread Spectrum Techniques and Applications, 2006 IEEE Ninth International Symposium on
Conference_Location :
Manaus-Amazon
Print_ISBN :
0-7803-9779-7
Electronic_ISBN :
0-7803-9780-0
DOI :
10.1109/ISSSTA.2006.311771