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Enhanced Independent Components Analysis (EICA)

by Mustafa Almahdi Algaet, Abd Samad Bin Hasan Basari, Ali Ahmed Milad, Salem H. Almadhun
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 183 - Number 8
Year of Publication: 2021
Authors: Mustafa Almahdi Algaet, Abd Samad Bin Hasan Basari, Ali Ahmed Milad, Salem H. Almadhun
10.5120/ijca2021921368

Mustafa Almahdi Algaet, Abd Samad Bin Hasan Basari, Ali Ahmed Milad, Salem H. Almadhun . Enhanced Independent Components Analysis (EICA). International Journal of Computer Applications. 183, 8 ( Jun 2021), 5-17. DOI=10.5120/ijca2021921368

@article{ 10.5120/ijca2021921368,
author = { Mustafa Almahdi Algaet, Abd Samad Bin Hasan Basari, Ali Ahmed Milad, Salem H. Almadhun },
title = { Enhanced Independent Components Analysis (EICA) },
journal = { International Journal of Computer Applications },
issue_date = { Jun 2021 },
volume = { 183 },
number = { 8 },
month = { Jun },
year = { 2021 },
issn = { 0975-8887 },
pages = { 5-17 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume183/number8/31945-2021921368/ },
doi = { 10.5120/ijca2021921368 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-07T01:16:12.089767+05:30
%A Mustafa Almahdi Algaet
%A Abd Samad Bin Hasan Basari
%A Ali Ahmed Milad
%A Salem H. Almadhun
%T Enhanced Independent Components Analysis (EICA)
%J International Journal of Computer Applications
%@ 0975-8887
%V 183
%N 8
%P 5-17
%D 2021
%I Foundation of Computer Science (FCS), NY, USA
Abstract

This paper presents the methodology and description of algorithms involved in this research. This study utilized two different modules a compression module and transceiver module for medical data processing. The first module processes compression and decompression of medical data for storage by using four different algorithms DCT, SPIHT, JPEG 2000, and enhanced independent components analysis (EICA). The second module consists of transceiver simulation module over noisy WLAN-IEEE 802.11b. Compressed medical data using the four algorithms were considered input data stream in transmission phase. Received data stream via WLAN IEEE 802.11b was decompressed and evaluated.

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Index Terms

Computer Science
Information Sciences

Keywords

EICA compression and decompression WLAN IEEE 802.11b and medical data

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