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Decay characteristics of the hat interpolation wavelet coefficients in the two-dimensional multiresolution representation

机译:二维多分辨率表示中的帽子插值小波系数的衰减特性

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The objective of this study is to analyze the decay characteristics of the hat interpolation wavelet coefficients of some smooth functions defined in a two-dimensional space. The motivation of this research is to establish some fundamental mathematical foundations needed in justifying the adaptive multiresolution analysis of the hat-interpolation wavelet-Galerkin method. Though the hat-interpolation wavelet-Galerkin method has been successful in some classes of problems, no complete error analysis has been given yet. As an effort towards this direction, we give estimates on the decaying ratios of the wavelet coefficients at children interpolation points to the wavelet coefficient at the parent interpolation point. We also give an estimate for the difference between non-adaptively and adaptively interpolated representations.
机译:这项研究的目的是分析在二维空间中定义的一些平滑函数的帽子插值小波系数的衰减特性。这项研究的目的是为证明帽子插值小波-Galerkin方法的自适应多分辨率分析的合理性建立一些基本的数学基础。尽管帽子插值小波-Galerkin方法在某些类型的问题上已经成功,但尚未给出完整的误差分析。为了朝这个方向努力,我们对子插值点处的小波系数与父插值点处的小波系数的衰减率进行了估算。我们还给出了非自适应和自适应插值表示之间差异的估计。

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