The representation of a wavelet transform of the Gaussian family by a superposition of solutions to partial differential equations

Authors

  • E.B. Postnikov

Keywords:

непрерывные вейвлет-преобразования
вейвлет Морле
гауссовы вейвлеты
уравнение диффузии
уравнения в частных производных

Abstract

The usage of partial differential equations for the evaluation of a wavelet transform with real and complex wavelets and with vanishing higher moments is considered. Contrary to the case of the transform with the standard Morlet wavelet, the sought-for transform can be found as a superposition of solutions to several Cauchy problems with various initial values. These initial values are the products of a transformed function with some power functions whose exponents vary from zero to the maximal number of a vanishing moment.


Published

2008-03-15

Issue

Section

Section 1. Numerical methods and applications

Author Biography

E.B. Postnikov

Kursk State University,
Faculty of Physics and Mathematics


References

  1. Малла С. Вэйвлеты в обработке сигналов. М.: Мир, 2005.
  2. Bacry E., Muzy J.F., Arneodo A. Singularity spectrum of fractal signals from wavelet analysis: exact results // J. Stat. Phys. 1993. 70. 635-674.
  3. Haase M., Lehle B. Tracing the skeleton of wavelet transform maxima lines for the characterization of fractal distributions // Fractals and Beyond. Singapore: World Scient., 1998. 241-250.
  4. Haase M., Widjajakusuma J., Bader R. Scaling laws and frequency decomposition from wavelet transform maxima lines and ridges // Emergent Nature. Singapore: World Scient., 2001. 365-374.
  5. Cho C.S., Ha S.-W., Kim J.H., Yon T.-H., Nam K.G. Optoelectronic difference-of-Gaussian wavelet transform system // Opt. Eng. 1997. 36, N 12. 3471-3475.
  6. Постников Е.Б. Вычисление непрерывного вейвлет-преобразования как решение задачи Коши для системы дифференциальных уравнений в частных производных // Ж. вычисл. матем. и матем. физики. 2006. 46, № 1. 77-82.
  7. Абрамовиц М., Стиган И. Справочник по специальным функциям. М: Наука, 1979.

 How to cite   
Demidova A.N. and Zhileikin Ya.M. A method for solving the problem of nonlinear optical self-focusing in an infinite half-space // Numerical Methods and Programming. 2008. 9, No 1. 77–83.

TEX CODE:

Demidova A. and Zhileikin Y. , (2008) “A method for solving the problem of nonlinear optical self-focusing in an infinite half-space,” Numerical Methods and Programming, vol. 9, no. 1, pp. 77–83.

TEX CODE:

A. Demidova and Y. Zhileikin, “A method for solving the problem of nonlinear optical self-focusing in an infinite half-space,” Numerical Methods and Programming 9, no. 1 (2008): 77–83

TEX CODE:

Demidova A. and Zhileikin Y. A method for solving the problem of nonlinear optical self-focusing in an infinite half-space. Numerical Methods and Programming. 2008;9(1):77–83.(In Russ.).

TEX CODE: