DocumentCode
904377
Title
MIMO decision feedback equalization from an H∞ perspective
Author
Erdogan, Alper Tunga ; Hassibi, Babak ; Kailath, Thomas
Author_Institution
Electr. & Electron. Eng. Dept., Koc Univ., Istanbul, Turkey
Volume
52
Issue
3
fYear
2004
fDate
3/1/2004 12:00:00 AM
Firstpage
734
Lastpage
745
Abstract
We approach the multiple input multiple output (MIMO) decision feedback equalization (DFE) problem in digital communications from an H∞ estimation point of view. Using the standard (and simplifying) assumption that all previous decisions are correct, we obtain an explicit parameterization of all H∞ optimal DFEs. In particular, we show that, under the above assumption, minimum mean square error (MMSE) DFEs are H∞ optimal. The H∞ approach also suggests a method for dealing with errors in previous decisions.
Keywords
MIMO systems; decision feedback equalisers; digital communication; estimation theory; least mean squares methods; H∞ estimation; MIMO decision feedback equalization; MMSE; digital communication; explicit parameterization; minimum mean square error; multiple-input multiple-output; risk-sensitive estimation; Communication channels; Decision feedback equalizers; Digital communication; Finite impulse response filter; Helium; Intersymbol interference; Life estimation; MIMO; Mean square error methods; Robustness;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/TSP.2003.822289
Filename
1268366
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