DocumentCode :
2806545
Title :
Multi-branch MMSE decision feedback detection algorithms with error propagation mitigation for MIMO systems
Author :
De Lamare, Rodrigo C. ; Le Ruyet, Didier
Author_Institution :
Commun. Res. Group, Univ. of York, York, UK
fYear :
2010
fDate :
14-19 March 2010
Firstpage :
3450
Lastpage :
3453
Abstract :
In this work we propose novel decision feedback (DF) detection algorithms with error propagation mitigation capabilities for multi-input multi-output (MIMO) spatial multiplexing systems based on multiple processing branches. The novel strategies for detection exploit different patterns, orderings and constraints for the design of the feedforward and feedback filters. We present constrained minimum mean-squared error (MMSE) filters designed with constraints on the shape and magnitude of the feedback filters for the multi-branch MIMO receivers and show that the proposed MMSE design does not require a significant additional complexity over the single-branch MMSE design. The proposed multi-branch MMSE DF detectors are compared with several existing detectors and are shown to achieve a performance close to the optimal maximum likelihood detector while requiring significantly lower complexity.
Keywords :
MIMO communication; automatic repeat request; error analysis; least mean squares methods; maximum likelihood detection; radio receivers; space division multiplexing; constrained minimum mean squared error filter design; error propagation mitigation; feedback filters; feedforward filters; multibranch MIMO receiver; multibranch MMSE decision feedback detection algorithm; multiinput multioutput spatial multiplexing system; multiple processing branches; optimal maximum likelihood detector; Constellation diagram; Detection algorithms; Detectors; Feedback; Filters; MIMO; Maximum likelihood detection; Receiving antennas; Shape; Signal to noise ratio; MIMO systems; constrained optimization; decision feedback detection; spatial multiplexing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
Conference_Location :
Dallas, TX
ISSN :
1520-6149
Print_ISBN :
978-1-4244-4295-9
Electronic_ISBN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2010.5495969
Filename :
5495969
Link To Document :
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