Title :
A fuzzy logic based adaptive whitening for blind channel equalization
Author :
A. Ozen;E. Tugcu;B. Soysal;I. Kaya
Author_Institution :
Elektrik-Elektronik M?hendisli?i B?l?m?, Karadeniz Teknik ?niversitesi TI DSP LAB., Trabzon, Turkey
fDate :
4/1/2008 12:00:00 AM
Abstract :
The use of a blind adaptive whitening filter to improve performance of a blind equalizer adapted by the constant modulus algorithm (CMA) is investigated in this paper. Since the desired performance can not be achieved by the least mean squares (LMS) algorithm for linear estimation in adaptive whitening filter, it is aimed that a fuzzy logic is adapted to increase convergence rate. The simulation results show that the proposed method increases the performance of blind equalizer significantly with whitening filter adapted by LMS algorithm.
Keywords :
"Least squares approximation","Blind equalizers","Filtering algorithms","Fuzzy logic","Helium","Signal to noise ratio","Transversal filters"
Conference_Titel :
Signal Processing, Communication and Applications Conference, 2008. SIU 2008. IEEE 16th
Print_ISBN :
978-1-4244-1998-2
DOI :
10.1109/SIU.2008.4632690