一种改进的无损数据压缩方法

Yuhua Bai, T. Cooklev
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引用次数: 1

摘要

只提供摘要形式。本文提出了一种改进的无损数据压缩方案。该方案包含三个创新点:首先,引入了一种有效的算法来决定何时以及如何从透明模式切换到压缩模式;其次,在编码器处引入了临时缓冲区;第三,提出了一种决定何时丢弃整个字典的方法。根据所开发的方法,变化只在发射机和任何v .42bis兼容的接收器都可以用作解码器。因此,使用V.42bis的设备可以在固件升级后使用建议的方法。为了决定何时切换模式,我们为编码器的每种操作模式引入了两个前瞻性缓冲器,B/sub C/和B/sub T/。无论编码器处于哪种模式,两种操作模式的输出都被写入相应的预检缓冲区。仿真结果表明,该方法在大多数情况下都能获得较高的压缩比。本文工作的另一个目的是分析字典重置后获得的改进是什么,什么时候是丢弃字典的好时机。我们对不同文件类型的结果表明,字典重置前的压缩比始终为0.87,字典重置后的压缩比为1.07,增加了22.6%。值得注意的是,V.44是一个较新的压缩标准,基于不同的压缩算法。虽然我们的结果不直接适用于V.44,但经过适当的修改后可以使用。
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An improved method for lossless data compression
Summary form only given. This paper describes an improved lossless data compression scheme. The proposed scheme contains three innovations: first, an efficient algorithm is introduced to decide when and how to switch from transparent mode to compressed mode, second, a temporary buffer is introduced at the encoder, and third, an approach to decide when to discard the entire dictionary is advanced. According to the developed method the changes are only at the transmitter and any V.42bis-compatible receiver can be used as a decoder. Therefore devices using V.42bis can use the proposed method after a firmware upgrade. To make a decision when to switch modes, we introduce two look-ahead buffers, B/sub C/ and B/sub T/, for each mode of operation of the encoder. Regardless of which mode the encoder is in, the output of both modes of operation is written to the corresponding look-ahead buffer. The simulation results demonstrate that the proposed method achieves higher compression ratios in most cases. Another goal of the work presented in this paper is to analyze what is the improvement obtained after the dictionary is reset and when is a good time to discard the dictionary. Our results for different file types show that consistently the compression ratio before dictionary reset is 0.87 and after dictionary reset is 1.07, an increase of 22.6 %. It is noted that V.44 is a newer compression standard, based on a different compression algorithm. While our results do not apply directly to V.44, they may be used after appropriate modifications.
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