Title :
A new channel equalization method for digital communication systems using complex valued neural networks
Author :
Ceylan, Murat ; Arican, S. ; Özbay, Yüksel
Author_Institution :
Selcuk Universitesi, Konya, Turkey
Abstract :
Disturbing effects, such as interference, noise, etc., occurring in a digital communication channel causes corruption of the transmitted signals. To regulate corrupted signals, equalization techniques are used at the input of the receiver. The aim of this study is to design a new equalization structure for digital communication systems by using a complex valued neural network.
Keywords :
digital communication; electromagnetic interference; equalisers; neural nets; random noise; telecommunication channels; telecommunication computing; channel equalization; complex valued neural networks; digital communication systems; interference; noise; Bayesian methods; Crosstalk; Digital communication; Equalizers; Interference; Internet; Maximum likelihood estimation; Neural networks;
Conference_Titel :
Signal Processing and Communications Applications Conference, 2004. Proceedings of the IEEE 12th
Print_ISBN :
0-7803-8318-4
DOI :
10.1109/SIU.2004.1338586
