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Text data compression for mobile phone using burrows-wheeler transform, move-to-front code and arithmetic coding (Case Study: Sunan Ibnu Majah Bahasa Translation)

机译:使用burrows-wheeler变换,前移代码和算术编码的手机文本数据压缩(案例研究:Sunan Ibnu Majah Bahasa Translation)

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Text files are still dominant to be used in many storage devices, including mobile storage device. With fixed and small memory capacity of mobile phone, text compression is needed for the optimation of memory usage. Compression is the process of transforming data to code sets functioned to reduce the usage of memory wether or not reducing data quality and accelerating data transmission time. Compression can be lossless or lossy. In lossless compression, original text can be rearranged from compressed data. Combination of algorithms Burrows-Wheeler Transform, Move-To-Front Code and Arithmetic Coding can be used in lossless compression. There are many Quran applications for mobile phone, but rarely Hadits applications. Hadits is information about Prophet Muhammad (pbuh) tradition. There are six most referenced Hadits collections. One of them is Sunan Ibnu Majah. It has 32 chapters. This research remains the compressing those text file using four schemes combination of algorithm: (1) Arithmetic Coding alone, (2) Move-To-Front Code and Arithmetic Coding, (3) Burrows Wheeler-Transform and Arithmetic Coding (without Move-To-Front), (4) Burrows Wheeler-Transform, Move-To-Front Code and Arithmetic Coding. Several chapter from Sunan Ibnu Majah that vary in filesize have been selected to be compressed. Blocksize 1024, 2048, 4096 and 8192 byte will be used while using Move-To-Front Code algorithm. The best result from each schemes respectively are 58.9%, 36.30%, 59.01% and 32.62%. Using combination Burrows-Wheeler, Move-To-Front Code and Arithmetic Coding with the length of block 8192 bytes can achieve the best compression ratio 32.62%.
机译:文本文件仍占主导地位,可用于包括移动存储设备在内的许多存储设备中。由于手机的存储容量固定且较小,因此需要文本压缩来优化内存使用情况。压缩是将数据转换为代码集的过程,该代码集的作用是减少或不减少数据质量,并缩短数据传输时间,以减少内存使用量。压缩可以是无损的或有损的。在无损压缩中,原始文本可以从压缩数据中重新排列。算法的组合Burrows-Wheeler变换,前移代码和算术编码可用于无损压缩。有许多古兰经手机应用程序,但很少有Hadits应用程序。 Hadits是有关先知穆罕默德(pbuh)传统的信息。有六个引用最多的Hadits集合。其中一位是苏南·伊布努·玛哈(Sunan Ibnu Majah)。它包含32章。这项研究仍然使用算法的四种方案组合来压缩那些文本文件:(1)单独进行算术编码,(2)向前移动代码和算术编码,(3)Burrows Wheeler变换和算术编码(不使用Move-To -Front),(4)挖掘Wheeler变换,Move-To-Front代码和算术编码。 Sunan Ibnu Majah的几章文件大小不同,已被选择压缩。使用前移代码算法时,将使用块大小1024、2048、4096和8192字节。每个方案的最佳结果分别为58.9%,36.30%,59.01%和32.62%。结合使用Burrows-Wheeler,前移代码和算术编码,块的长度为8192字节可以达到32.62%的最佳压缩率。

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