In this paper, we investigate a class of nonstationary, orthogonal periodic scaling functions and wavelets generated by continuously differentiable periodic functions with positive Fourier coefficients; such functions are termed periodic basis functions. For this class of wavelets, the decomposition
Wavelet Approximation of Periodic Functions
β Scribed by Maria Skopina
- Publisher
- Elsevier Science
- Year
- 2000
- Tongue
- English
- Weight
- 210 KB
- Volume
- 104
- Category
- Article
- ISSN
- 0021-9045
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β¦ Synopsis
We investigate expansions of periodic functions with respect to wavelet bases. Direct and inverse theorems for wavelet approximation in C and L p norms are proved. For the functions possessing local regularity we study the rate of pointwise convergence of wavelet Fourier series. We also define and investigate the ``discreet wavelet Fourier transform'' (DWFT) for periodic wavelets generated by a compactly supported scaling function. The DWFT has one important advantage for numerical problems compared with the corresponding wavelet Fourier coefficients: while fast computational algorithms for wavelet Fourier coefficients are recursive, DWFTs can be computed by explicit formulas without any recursion and the computation is fast enough.
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