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
fDate :
3/1/2004 12:00:00 AM
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;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2003.822289