Abstract
We consider the orthonormal bases of n-separate MRAs and wavelets constructed by the author earlier. The classical wavelet basis of the space L2(ℝ) is formed by shifts and compressions of a single function ψ. In contrast to the classical case, we consider a basis of L2(ℝ) formed by shifts and compressions of n functions ψs, s = 1,...,n. The constructed n-separate wavelets form an orthonormal basis of L2(ℝ). In this case, the series \(\sum\nolimits_{s = 1}^n {\sum\nolimits_{j \in {\rm Z}} {\sum\nolimits_{k \in {\rm Z}} {f,\psi _{nj + s}^s >\psi _{nj + s}^s} } } \) converges to the function f in the space L2(ℝ). We write additional constraints on the functions ϕs and ψs, s = 1,..., n, that provide the convergence of the series to the function f in the spaces Lp(ℝ), 1 ≤ p <- ∞, in the norm and almost everywhere.
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References
E. A. Pleshcheva, “New generalization of orthogonal wavelet bases,” Proc. Steklov Inst. Math. 273 (Suppl. 1), S124–S132 (2011).
E. Hernandez and G. Weiss, A First Course on Wavelets (CRC, London, 1996).
M. Z. Berkolaiko and I. Ya. Novikov, “On infinitely smooth compactly supported almost-wavelets,” Math. Notes 56 (3), 877–883 (1994).
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Russian Text © The Author(s), 2019, published in Trudy Instituta Matematiki i Mekhaniki UrO RAN, 2019, Vol. 25, No. 2, pp. 167-176.
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Pleshcheva, E.A. Approximation of Functions by n-Separate Wavelets in the Spaces Lp(ℝ), 1 ≤ p ≤ ∞. Proc. Steklov Inst. Math. 308 (Suppl 1), 178–187 (2020). https://doi.org/10.1134/S0081543820020145
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DOI: https://doi.org/10.1134/S0081543820020145