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Next-state functions for finite-state vector quantization

机译:用于有限状态矢量量化的下一状态函数

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A finite-state vector quantizer called dynamic finite-state vector quantization (DFSVQ) is investigated with regard to its subcodebook construction. In DFSVQ each input vector is encoded by a small codebook called the subcodebook which is created from a much larger codebook called the supercodebook by selecting (reordering procedure) a set of appropriate codevectors. The performance of the DFSVQ depends on this reordering procedure. In the paper, several reordering procedures including the conditional histogram, address prediction, vector prediction, nearest neighbor design and the frequency usage of codevectors are introduced and their performance are evaluated by comparing their hit ratios (the number of blocks encoded by the subcodebook) and their computational complexity.
机译:关于子码本的构造,研究了一种称为动态有限状态矢量量化(DFSVQ)的有限状态矢量量化器。在DFSVQ中,每个输入向量都由一个称为子码本的小码本进行编码,该子码本是通过选择(重新排序过程)一组合适的代码向量而从一个更大的码本(称为超级码本)创建的。 DFSVQ的性能取决于此重新排序过程。在本文中,介绍了几种重新排序过程,包括条件直方图,地址预测,向量预测,最近邻设计和代码向量的频率使用,并通过比较它们的命中率(子代码簿编码的块数)和性能来评估它们的性能。它们的计算复杂度。

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