Title :
A blind adaptation algorithm for decision feedback equalizers with fractionally-spaced feedforward filters
Author :
Zukunft, R. ; Haar, Sven ; Magesacher, Thomas
Author_Institution :
Inst. for Integrated Circuits - BRIDGELAB, Munich Univ. of Technol., Germany
Abstract :
This paper introduces a blind adaptation algorithm for decision feedback equalizers (DFE) which employ an oversampled feedforward filter. The coefficient set of the feedback filter is obtained from a pure recursive filter which is designed to whiten the oversampled input signal in the sense that it minimizes correlations between the original signal and versions of it which are shifted by multiples of the symbol duration. This recursive filter is adapted by the introduced multichannel extension of the hyperstable adaptive filter algorithm (HARF). The forward equalizer is adapted by the standard constant modulus algorithm (CMA). Simulation results show that the introduced technique is able to equalize a class of channels for which the standard CMA algorithm fails to converge and that it also works well in a digital subscriber line (DSL) environment.
Keywords :
adaptive equalisers; adaptive filters; blind equalisers; channel estimation; decision feedback equalisers; digital subscriber lines; feedforward; recursive filters; signal sampling; CMA; DFE; DSL; blind adaptation algorithm; channel equalization; constant modulus algorithm; decision feedback equalizers; digital subscriber line; feedback filter; hyperstable adaptive filter algorithm; multichannel extension; oversampled feedforward filter; oversampled input signal whitening; recursive filter; symbol duration; Adaptive filters; Blind equalizers; Convergence; DSL; Data communication; Decision feedback equalizers; Feedback circuits; IIR filters; Nonlinear filters; Signal design;
Conference_Titel :
Digital Signal Processing, 2002. DSP 2002. 2002 14th International Conference on
Print_ISBN :
0-7803-7503-3
DOI :
10.1109/ICDSP.2002.1028206