Title :
T/2 soft decision feedback blind equalizer
Author :
Krstic, Vladimir R.
Author_Institution :
Mihajlo Pupin Inst., Belgrade, Serbia
Abstract :
T/2 soft DFE is the based on idea of transforming a classical DFE to a cascade of uncoupled linear devices. The crucial component of this cascade is a white filter, which supplies the linear T/2 FSE with uncorrelated samples. The adaptive whiting of input sequence is controlled by a stochastic gradient algorithm based on joint entropy maximization (JEM-W) criteria which introduces soft decision properties at the very beginning of blind equalization. Soft decisions probably smooth the error surface and allow the algorithm to escape from local minima.
Keywords :
FIR filters; blind equalisers; decision feedback equalisers; gradient methods; intersymbol interference; least mean squares methods; telecommunication computing; T/2 soft decision feedback blind equalizer; adaptive whiting; joint entropy maximization; soft DFE; stochastic gradient algorithm; uncoupled linear devices; white filter; Blind equalizers; Decision feedback equalizers; Entropy; Finite impulse response filter; Gain control; Intersymbol interference; Nonlinear filters; Optimal control; State feedback; Stochastic processes;
Conference_Titel :
Telecommunications in Modern Satellite, Cable and Broadcasting Service, 2003. TELSIKS 2003. 6th International Conference on
Print_ISBN :
0-7803-7963-2
DOI :
10.1109/TELSKS.2003.1246334