An efficient data compression hardware based on cellular automata

S. Bhattacharjee, J. Bhattacharya, P. Chaudhuri
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引用次数: 3

Abstract

Summary form only given. Reports a parallel scheme for text data compression. The scheme utilizes the simple, regular, modular and cascadable structure of cellular automata (CA) with local interconnection structure that ideally suits VLSI technology. The state transition behaviour of a particular class of non-group CA, referred to as TPSA (two predecessor single attractor) CA, has been studied extensively and the results are utilized to develop a parallel scheme for data compression. The state transition diagram of a TPSA CA generates a unique inverted binary tree. This inverted binary tree is a labeled tree whose leaves and internal nodes have a unique pattern generated by the CA in successive cycles. This unique structure can be viewed as a dictionary for text compression. In effect, storage and retrieval of dictionary of conventional data compression techniques get replaced by the autonomous mode operation of the CA that generates the dictionary dynamically with appropriate mapping of dictionary data to CA states wherever necessary.
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一种基于元胞自动机的高效数据压缩硬件
只提供摘要形式。报告文本数据压缩的并行方案。该方案利用细胞自动机(CA)的简单、规则、模块化和可级联结构,具有非常适合VLSI技术的局部互连结构。对一类特殊的非群CA,即TPSA(双前代单吸引子)CA的状态转移行为进行了广泛的研究,并利用研究结果开发了一种并行的数据压缩方案。TPSA CA的状态转换图生成唯一的倒立二叉树。这个反向二叉树是一个标记树,其叶子和内部节点具有CA在连续循环中生成的唯一模式。这个独特的结构可以看作是文本压缩的字典。实际上,传统数据压缩技术的字典存储和检索被CA的自治模式操作所取代,CA的自治模式操作动态生成字典,并在必要时将字典数据适当地映射到CA状态。
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