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Detecting and creating oscillations using multifractal methods
Authors:Stphane Seuret
Institution:Stéphane Seuret
Abstract:By comparing the Hausdorff multifractal spectrum with the large deviations spectrum of a given continuous function f, we find sufficient conditions ensuring that f possesses oscillating singularities. Using a similar approach, we study the nonlinear wavelet threshold operator which associates with any function f = ∑j k dj,k ψ j,k L 2(?) the function series ft whose wavelet coefficients are d t j,k = dj,k 1 urn:x-wiley:0025584X:media:MANA200510417:tex2gif-inf-7, for some fixed real number γ > 0. This operator creates a context propitious to have oscillating singularities. As a consequence, we prove that the series ft may have a multifractal spectrum with a support larger than the one of f . We exhibit an example of function fL 2(?) such that the associated thresholded function series ft effectively possesses oscillating singularities which were not present in the initial function f . This series ft is a typical example of function with homogeneous non‐concave multifractal spectrum and which does not satisfy the classical multifractal formalisms. (© 2006 WILEY‐VCH Verlag GmbH & Co. KGaA, Weinheim)
Keywords:Continuity and related questions  fractals  Hausdorff and packing measures  Random measures  wavelets
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