DocumentCode :
178161
Title :
An adaptive MMSE-SIC soft detector with error regularization for iterative MIMO receivers
Author :
Krebs, Alexander ; Joham, Michael ; Utschick, Wolfgang
Author_Institution :
Assoc. Inst. for Signal Process., Tech. Univ. Munchen, München, Germany
fYear :
2014
fDate :
4-9 May 2014
Firstpage :
1961
Lastpage :
1965
Abstract :
We present a low complexity soft detector for multiple-input multiple-output (MIMO) channels. Our proposed minimum mean square error successive interference cancellation (MMSE-SIC) detector is based on a regularization mechanism which reduces error propagation in the channel iterative decoder. Although our proposed detector is easy to implement and has a complexity order that is cubic in the number of transmit antennas, it can reach the performance of the soft max-log maximum-likelihood detector (MLD) under realistic system assumptions, as demonstrated in our simulations.
Keywords :
MIMO communication; adaptive signal detection; antenna arrays; interference suppression; iterative decoding; least mean squares methods; maximum likelihood detection; radio receivers; transmitting antennas; wireless channels; MLD; adaptive MMSE-SIC soft detector; channel iterative decoder; error propagation reduction; error regularization; iterative MIMO receivers; low complexity soft detector; minimum mean square error successive interference cancellation; multiple-input multiple-output channels; regularization mechanism; soft max-log maximum-likelihood detector; transmit antennas; Complexity theory; Decoding; Detectors; MIMO; Modulation; Receivers; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
Conference_Location :
Florence
Type :
conf
DOI :
10.1109/ICASSP.2014.6853941
Filename :
6853941
Link To Document :
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