DocumentCode :
2951025
Title :
Development of Novel Digital Equalizers for Noisy Nonlinear Channel using Artificial Immune System
Author :
Nanda, Satyasai Jagannath ; Panda, Ganapati ; Majhi, Babita
Author_Institution :
Dept. of Electron. & Commun. Eng., Nat. Inst. of Technol., Rourkela
fYear :
2008
fDate :
8-10 Dec. 2008
Firstpage :
1
Lastpage :
6
Abstract :
Transmission and storing of high density digital information plays an important role in the present age of communication and information technology. These data are distorted while reading out of the recording medium or arriving at the receiver end due to inter symbol interference in the channel. The adaptive channel equalizer alleviates this distortion and reconstructs the transmitted data faithfully. In recent years the area of artificial immune system (AIS) has drawn attention of many researchers due to its broad applicability to different fields. In this paper, we propose a novel digital channel equalizer using AIS algorithm. Simulation study has been carried out to show superior performance of the proposed equalizer particularly for nonlinear noisy channels compared to that offered by LMS and GA based training.
Keywords :
adaptive equalisers; artificial immune systems; digital communication; genetic algorithms; intersymbol interference; telecommunication computing; GA based training; adaptive channel equalizer; artificial immune system; communication and information technology; digital equalizers; genetic algorithm; intersymbol interference; noisy nonlinear channel; receiver; Artificial immune systems; Artificial neural networks; Communication channels; Digital communication; Dispersion; Equalizers; Finite impulse response filter; Intersymbol interference; Least squares approximation; Nonlinear distortion; Artificial Immune System; BER plot; Clonal Selection; Genetic Algorithm; ISI; LMS; Nonlinear Equalizer;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial and Information Systems, 2008. ICIIS 2008. IEEE Region 10 and the Third international Conference on
Conference_Location :
Kharagpur
Print_ISBN :
978-1-4244-2806-9
Electronic_ISBN :
978-1-4244-2806-9
Type :
conf
DOI :
10.1109/ICIINFS.2008.4798337
Filename :
4798337
Link To Document :
بازگشت