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Data Compression Scheme with Composition of The Burrows-Wheeler Transform, Move-to-Front Transform, and Huffman Coding

机译:具有Burrows-Wheeler变换,Moto-to-Front变换和Huffman编码的数据压缩方案

摘要

Data compression is one of the most important aspects in our daily life. One of the most popular methods in data compression area is the Burrows-Wheeler Compression Algorithm (BWCA). This algorithm is introduced by Burrows and Wheeler, it consists of three transformations: Burrows-Wheeler transform (BWT), Move-to-Front transform (MTF), and Huffman Coding (HC). In this paper we analyze the combination of compression schemes from the composition of the Burrows-Wheeler transform, Move to Front transform, and Huffman Coding. We investigate three combination schemes, i.e., BWT+MTF+HC, MTF+HC and BWT+HC. Our result shows that the most efficient compression scheme is the BWT+HC since it produces the highest efficiency of 99.68% but it is not really effective. The most effective compression scheme is BWT+MTF+HC since it produces the smallest data and still have high efficiency of 99.55%.
机译:数据压缩是我们日常生活中最重要的方面之一。数据压缩领域中最流行的方法之一是Burrows-Wheeler压缩算法(BWCA)。该算法由Burrows和Wheeler引入,它包括三个变换:Burrows-Wheeler变换(BWT),从前向移动(MTF)和霍夫曼编码(HC)。在本文中,我们根据Burrows-Wheeler变换,Move to Front变换和Huffman编码的组成来分析压缩方案的组合。我们研究了三种组合方案,即BWT + MTF + HC,MTF + HC和BWT + HC。我们的结果表明,最有效的压缩方案是BWT + HC,因为它产生了99.68%的最高效率,但实际上并没有效果。最有效的压缩方案是BWT + MTF + HC,因为它产生的数据最少,并且仍然具有99.55%的高效率。

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