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Discrete inverses for nonorthogonal wavelet transforms

机译:非正交小波变换的离散逆

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Discrete nonorthogonal wavelet transforms play an important role in signal processing by offering finer resolution in time and scale than their orthogonal counterparts. The standard inversion procedure for such transforms is a finite expansion in terms of the analyzing wavelet. While this approximation works quite well for many signals, it fails to achieve good accuracy or requires an excessive number of scales for others. This paper proposes several algorithms that provide more adequate inversion and compares them in the case of Morlet wavelets. In the process, both practical and theoretical issues for the inversion of nonorthogonal wavelet transforms are discussed.
机译:离散非正交小波变换在时间和尺度上提供比正交对应的更精细的分辨率,从而在信号处理中发挥重要作用。就分析小波而言,此类变换的标准反演过程是有限扩展。尽管这种近似对许多信号都非常有效,但它无法达到良好的精度,或者对其他信号来说需要过多的比例尺。本文提出了几种可以提供更充分反演的算法,并在Morlet小波的情况下进行了比较。在此过程中,讨论了非正交小波变换反演的实际和理论问题。

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