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首页> 外文期刊>IEEE Transactions on Signal Processing >MINLAB: minimum noise structure for ladder-based biorthogonal filter banks
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MINLAB: minimum noise structure for ladder-based biorthogonal filter banks

机译:MINLAB:基于梯形的双正交滤波器组的最小噪声结构

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We introduce a minimum noise structure for ladder-based biorthogonal (MINLAB) filter bank. The minimum noise structure ensures that the quantization error has a unity noise gain, even though the filter bank is biorthogonal. The coder has a very low design and implementation cost. The perfect reconstruction property is structurally preserved. Optimal bit allocation and coding gain formulas are derived. We show that the coding gain of the optimal MINLAB coder is always greater than or equal to unity. For both AR(1) process and MA(1) process, the MINLAB coder with two taps has a higher coding gain than the optimal orthonormal coder with an infinite number of taps. In addition to its superior decorrelation ability, it has many other desired features that make it a potentially valuable and attractive alternative to the orthonormal coder, especially for a high-fidelity compression.
机译:我们介绍了基于梯形的双正交(MINLAB)滤波器组的最小噪声结构。最小噪声结构可确保量化误差具有统一的噪声增益,即使滤波器组是双正交的也是如此。该编码器的设计和实施成本非常低。完美的重建属性在结构上得以保留。得出最佳的比特分配和编码增益公式。我们表明,最佳MINLAB编码器的编码增益始终大于或等于1。对于AR(1)过程和MA(1)过程,具有两次抽头的MINLAB编码器比具有无限次抽头的最佳正交编码器具有更高的编码增益。除了具有出色的去相关能力之外,它还具有许多其他所需的功能,这使其成为正交编码器的潜在有价值和有吸引力的替代方案,尤其是对于高保真压缩而言。

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