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This article consists of a brief discussion of the energy density over time or frequency that is obtained with the wavelet transform. Also an efficient algorithm is suggested to calculate the continuous transform with the Morlet wavelet.…

数据分析、统计与概率 · 物理学 2011-11-10 Richard Buessow

Orthogonal wavelet transforms are a cornerstone of modern signal and image denoising because they combine multiscale representation, energy preservation, and perfect reconstruction. In this paper, we show that these advantages can be…

统计计算 · 统计学 2026-03-04 Radhika Kulkarni , Brani Vidakovic

The constant center frequency to bandwidth ratio (Q-factor) of wavelet transforms provides a very natural representation for audio data. However, invertible wavelet transforms have either required non-uniform decimation -- leading to…

音频与语音处理 · 电气工程与系统科学 2023-01-20 Nicki Holighaus , Günther Koliander , Clara Hollomey , Friedrich Pillichshammer

The wavelet transform and related techniques are used to analyze singular and fractal signals. The normalized wavelet scalogram is introduced to detect singularities including jumps, cusps and other sharply changing points. The wavelet…

信号处理 · 电气工程与系统科学 2021-11-04 Hua-Liang Wei , S. A. Billings

Wavelet Transforms are a widely used technique for decomposing a signal into coefficient vectors that correspond to distinct frequency/scale bands while retaining time localization. This property enables an adaptive analysis of signals at…

应用统计 · 统计学 2025-11-05 Jack Kissell , Vijini Lakmini , Brani Vidakovic

The continuous wavelet transform is adapted to account for signal truncation through renormalization and by modifying the shape of the analyzing window. Comparison is made of the instant and integrated wavelet power with previous…

数据分析、统计与概率 · 物理学 2010-11-23 Robert W. Johnson

Surface-consistent deconvolution is a standard processing technique in land data to uniformize the wavelet across all sources and receivers. The required wavelet estimation step is generally done in the homomorphic domain since this is a…

信息论 · 计算机科学 2012-09-18 Roberto H. Herrera , Mirko van der Baan

Successful wavelet estimation is an essential step for seismic methods like impedance inversion, analysis of amplitude variations with offset and full waveform inversion. Homomorphic deconvolution has long intrigued as a potentially elegant…

地球物理 · 物理学 2013-01-10 Roberto H. Herrera , Mirko Van der Baan

We show that continuous transform with the complex Morlet wavelet is easily performed if we replace the integration of the fast-oscillation function by the solution of the diffusion differential equations. The most important advantage of…

天体物理学 · 物理学 2007-05-23 E. B. Postnikov , A. Loskutov

The application of the continuous wavelet transform to study of a wide class of physical processes with oscillatory dynamics is restricted by large central frequencies due to the admissibility condition. We propose an alternative…

经典分析与常微分方程 · 数学 2014-10-09 Elena A. Lebedeva , Eugene B. Postnikov

The generalized Morse wavelets are shown to constitute a superfamily that essentially encompasses all other commonly used analytic wavelets, subsuming eight apparently distinct types of analysis filters into a single common form. This…

统计方法学 · 统计学 2015-06-04 Jonathan M. Lilly , Sofia C. Olhede

Wavelet analysis and compression tools are reviewed and different applications to study MHD and plasma turbulence are presented. We introduce the continuous and the orthogonal wavelet transform and detail several statistical diagnostics…

等离子体物理 · 物理学 2015-10-21 Marie Farge , Kai Schneider

The continuous wavelet transform has become a widely used tool in applied science during the last decade. In this article we discuss some generalizations coming from actions of closed subgroups of $\mathrm{GL}(n,\mathbb{R})$ acting on…

泛函分析 · 数学 2007-05-23 R. Fabec , G. Olafsson

Finding a computationally efficient algorithm for the inverse continuous wavelet transform is a fundamental topic in applications. In this paper, we show the convergence of the inverse wavelet transform.

泛函分析 · 数学 2010-09-01 Wenchang Sun

In continuous-time wavelet analysis, most wavelet present some kind of symmetry. Based on the Fourier and Hartley transform kernels, a new wavelet multiresolution analysis is proposed. This approach is based on a pair of orthogonal wavelet…

经典分析与常微分方程 · 数学 2015-02-10 L. R. Soares , H. M. de Oliveira , R. J. Cintra

Consider the scattering of the two- or three-dimensional Helmholtz equation where the source of the electric current density is assumed to be compactly supported in a ball. This paper concerns the stability analysis of the inverse source…

偏微分方程分析 · 数学 2016-07-26 Peijun Li , Ganghua Yuan

The analysis of gravitational-wave (GW) signals is one of the most challenging application areas of signal processing. Wavelet transforms are specially helpful in detecting and analyzing GW transients and several analysis pipelines are…

广义相对论与量子宇宙学 · 物理学 2024-05-27 Andrea Virtuoso , Edoardo Milotti

The wavelet transform, a family of orthonormal bases, is introduced as a technique for performing multiresolution analysis in statistical mechanics. The wavelet transform is a hierarchical technique designed to separate data sets into sets…

化学物理 · 物理学 2009-11-07 Ahmed E. Ismail , Gregory C. Rutledge , George Stephanopoulos

We propose a new wavelet-based method for density estimation when the data are size-biased. More specifically, we consider a power of the density of interest, where this power exceeds 1/2. Warped wavelet bases are employed, where warping is…

统计方法学 · 统计学 2022-12-08 Michel H. Montoril , Aluísio Pinheiro , Brani Vidakovic

Wavelet basis functions are a natural tool for analyzing turbulent flows containing localized coherent structures of different spatial scales. Here, wavelets are used to study the onset and subsequent transition to fully developed…

等离子体物理 · 物理学 2022-04-13 Ari Le , Vadim Roytershteyn , Homa Karimabadi , Adam Stanier , Luis Chacon , Kai Schneider
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