Title :
A fast Newton multichannel algorithm for decision feedback equalization
Author :
Theodoridis, Sergios ; Moustakides, George V. ; Berberidis, Kostas
Author_Institution :
Dept. of Comput. Eng. & Inf., Patras Univ., Greece
fDate :
1/1/1995 12:00:00 AM
Abstract :
Fast Newton transversal filters (FNTF) are a new class of adaptive algorithms unifying NLMS and fast RLS. This is achieved by allowing the algorithm to exploit a priori information about the associated predictors order. This note extends FNTF to the multichannel case and demonstrates the applicability of the resulting algorithm to decision feedback equalization
Keywords :
adaptive filters; decision feedback equalisers; filtering theory; prediction theory; NLMS; adaptive algorithms; decision feedback equalization; fast Newton multichannel algorithm; fast Newton transversal filters; fast RLS; multichannel case; predictors order; Adaptive algorithm; Data mining; Decision feedback equalizers; Extrapolation; Filtering; Partitioning algorithms; Predictive models; Resonance light scattering; Signal processing algorithms; Transversal filters;
Journal_Title :
Signal Processing, IEEE Transactions on
