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