Research Article
Performance Comparison of HMM Discrete Channel Modeling in CDMA Links
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
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| Volume 1 - Issue 9 |
| Published: February 2010 |
| Authors: Debjani Mitra, Rakesh Ranjan |
10.5120/195-334
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Debjani Mitra, Rakesh Ranjan . Performance Comparison of HMM Discrete Channel Modeling in CDMA Links. International Journal of Computer Applications. 1, 9 (February 2010), 72-78. DOI=10.5120/195-334
@article{ 10.5120/195-334,
author = { Debjani Mitra,Rakesh Ranjan },
title = { Performance Comparison of HMM Discrete Channel Modeling in CDMA Links },
journal = { International Journal of Computer Applications },
year = { 2010 },
volume = { 1 },
number = { 9 },
pages = { 72-78 },
doi = { 10.5120/195-334 },
publisher = { Foundation of Computer Science (FCS), NY, USA }
}
%0 Journal Article
%D 2010
%A Debjani Mitra
%A Rakesh Ranjan
%T Performance Comparison of HMM Discrete Channel Modeling in CDMA Links%T
%J International Journal of Computer Applications
%V 1
%N 9
%P 72-78
%R 10.5120/195-334
%I Foundation of Computer Science (FCS), NY, USA
Abstract
The performance comparison of two Markov models namely the Baum Welch Algorithm based HMM and Semi Hidden Markov Model has been evaluated for a DS-CDMA link in this work. The simulation includes the effects of AWGN, Multipath and Multiple Access Interference. Validation includes a comparison of the run-length statistic for the original and regenerated error sequence from estimated models. The SHMM approach is seen to be capable of developing a more accurate model as compared to the BWA. The length of number of symbols processed at a time does not affect the accuracy in both the methods.
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