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首页> 外文期刊>IEEE Transactions on Signal Processing >M-channel compactly supported biorthogonal cosine-modulated wavelet bases
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M-channel compactly supported biorthogonal cosine-modulated wavelet bases

机译:M通道紧支撑双正交余弦调制小波基

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摘要

We generalize the theory of compactly supported biorthogonal two-channel wavelet bases to M-channel. A sufficient condition for the M-channel perfect reconstruction filter banks to construct M-channel biorthogonal bases of compactly supported wavelets is derived. It is shown that the construction of biorthogonal M-channel wavelet bases is equivalent to the design of a M-channel perfect reconstruction filter bank with some added regularity conditions. A family of M-channel biorthogonal wavelet bases based on the cosine-modulated filter bank (CMFB) is proposed. It has the advantages of simple design procedure, efficient implementation, and good filter quality. A new method fur imposing the regularity on the CMFBs is also introduced, and several design examples are given.
机译:我们将紧支撑双正交双通道小波基的理论推广到M通道。推导了M通道完美重构滤波器组构造紧凑支撑小波的M通道双正交基的充分条件。结果表明,双正交M通道小波基的构造等效于M通道完美重构滤波器组的设计,并增加了一些规则性条件。提出了基于余弦调制滤波器组(CMFB)的M通道双正交小波基族。它具有设计过程简单,执行效率高,过滤器质量好的优点。还介绍了一种将规则性强加于CMFB的新方法,并给出了一些设计示例。

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