Hybrid Lossless Compression Techniques for English Text

Since the demand for data transfer and storage is always increasing, sending data in its original form will take a long time to send and receive. Compression is an important issue for digital communications systems because it imposes an important rule while reducing complexity and power requirement...

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Main Authors: Jannat Tariq, Mahmood F. Mosleh, Maha Abdulameer, Huthaifa A. Obeidat, Omar A. Obeidat
Format: Article
Language:English
Published: middle technical university 2023-03-01
Series:Journal of Techniques
Subjects:
Online Access:https://journal.mtu.edu.iq/index.php/MTU/article/view/1059
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author Jannat Tariq
Mahmood F. Mosleh
Maha Abdulameer
Huthaifa A. Obeidat
Omar A. Obeidat
author_facet Jannat Tariq
Mahmood F. Mosleh
Maha Abdulameer
Huthaifa A. Obeidat
Omar A. Obeidat
author_sort Jannat Tariq
collection DOAJ
description Since the demand for data transfer and storage is always increasing, sending data in its original form will take a long time to send and receive. Compression is an important issue for digital communications systems because it imposes an important rule while reducing complexity and power requirements. The goal of compression is to reduce the file size without compromising the quality of the information, which leads to more capacity saving and reduces the required bandwidth in terms of the communications system. This paper proposes a system that consists of a hybrid of two lossless techniques, including a concatenation of Huffman and LZ4 in order to enhance the traditional techniques. The result of the proposed system demonstrates that the proposed combination techniques reduce the file size significantly, achieving between 73.649 % and 79.708 % in terms of average saving ratio (SR). The above would give us credible, cost-effective, and affordable lossless encoding systems for electronic communication systems.
format Article
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institution Kabale University
issn 1818-653X
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language English
publishDate 2023-03-01
publisher middle technical university
record_format Article
series Journal of Techniques
spelling doaj-art-9dc24dc237b242bb8bd98f9948f217052025-01-19T11:01:57Zengmiddle technical universityJournal of Techniques1818-653X2708-83832023-03-015110.51173/jt.v5i1.1059Hybrid Lossless Compression Techniques for English TextJannat Tariq0Mahmood F. Mosleh1Maha Abdulameer2Huthaifa A. Obeidat3Omar A. Obeidat4Electrical Engineering Technical College, Middle Technical University, Baghdad, Iraq.Electrical Engineering Technical College, Middle Technical University, Baghdad, Iraq.Middle Technical University, Baghdad, IraqJerash University, Jerash, JordanWayne State University, Detroit, Michigan, MI 48202, USA Since the demand for data transfer and storage is always increasing, sending data in its original form will take a long time to send and receive. Compression is an important issue for digital communications systems because it imposes an important rule while reducing complexity and power requirements. The goal of compression is to reduce the file size without compromising the quality of the information, which leads to more capacity saving and reduces the required bandwidth in terms of the communications system. This paper proposes a system that consists of a hybrid of two lossless techniques, including a concatenation of Huffman and LZ4 in order to enhance the traditional techniques. The result of the proposed system demonstrates that the proposed combination techniques reduce the file size significantly, achieving between 73.649 % and 79.708 % in terms of average saving ratio (SR). The above would give us credible, cost-effective, and affordable lossless encoding systems for electronic communication systems. https://journal.mtu.edu.iq/index.php/MTU/article/view/1059CompressionLCTCRSR
spellingShingle Jannat Tariq
Mahmood F. Mosleh
Maha Abdulameer
Huthaifa A. Obeidat
Omar A. Obeidat
Hybrid Lossless Compression Techniques for English Text
Journal of Techniques
Compression
LCT
CR
SR
title Hybrid Lossless Compression Techniques for English Text
title_full Hybrid Lossless Compression Techniques for English Text
title_fullStr Hybrid Lossless Compression Techniques for English Text
title_full_unstemmed Hybrid Lossless Compression Techniques for English Text
title_short Hybrid Lossless Compression Techniques for English Text
title_sort hybrid lossless compression techniques for english text
topic Compression
LCT
CR
SR
url https://journal.mtu.edu.iq/index.php/MTU/article/view/1059
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