使用有效的位掩码编码的无损压缩

C. Murthy, P. Mishra
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引用次数: 10

摘要

在嵌入式系统中,无损压缩被广泛用于提高内存需求和通信带宽。基于字典的压缩技术以其良好的压缩效率和快速的解压机制而受到广泛的应用。基于位掩码的压缩通过使用位掩码记录微小的差异,提高了基于字典的压缩方法的有效性。提出了一种有效的位掩码编码方法,用于基于位掩码的压缩。我们证明了一个n位的位掩码(记录n个差异)可以只用n-1位进行编码。这种编码提高了压缩效率,同时减少了解压缩硬件开销。我们已经将我们的方法应用于各种各样的领域,包括代码压缩,FPGA比特流压缩以及控制字压缩。我们使用各种基准测试的实验结果表明,我们的方法在不增加任何额外的解压开销的情况下将压缩效率提高了3%到10%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Lossless Compression Using Efficient Encoding of Bitmasks
Lossless compression is widely used to improve both memory requirement and communication bandwidth in embedded systems. Dictionary based compression techniques are very popular because of their good compression efficiency and fast decompression mechanism. Bitmask based compression improves the effectiveness of the dictionary based approaches by recording minor differences using bitmasks. This paper proposes an efficient encoding of bitmasks used in bitmask-based compression. We prove that a n-bit bitmask (records n differences) can be encoded using only n-1 bits. This encoding improves compression efficiency while reduces decompression hardware overhead. We have applied our approach in a wide a variety of domains including code compression, FPGA bitstream compression as well as control word compression. Our experimental results using a wide variety of benchmarks demonstrate that our approach improves the compression efficiency by 3 to 10% without adding any additional decompression overhead.
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