Skip to main content

An Introduction to Numerical Methods of Pseudodifferential Operators

  • Chapter
Pseudo-Differential Operators

Part of the book series: Lecture Notes in Mathematics ((LNMCIME,volume 1949))

Abstract

Pseudodifferential operators were introduced in the mid 1900s as a powerful new tool in the development of the theory of partial differential equations. More recently, it has been observed that these operators may form the basis for novel numerical techniques used in the analysis and simulation of physical systems including wave propagation and medical imaging, as well as for advances in signal processing. This course will focus on the numerical implementations of pseudodifferential operators and practical applications. Of particular interest are: the variety of ways to implement these operators, including via fast transforms, decomposition into product-convolution operators, Gabor multipliers, and wavelet transform; speed of implementations; relation to asymptotic expansions; real experience with numerical implementations including in geophysical applications.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 54.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 69.95
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. I. Daubechies, Ten lectures on wavelets, CBMS-NSF Regional conference series in applied mathematics, Academic Press, 1992.

    Google Scholar 

  2. J. Du and M. W. Wong, A product formula for localization operators, Bulletin of the Korean Mathematical Society, 37 (2000), pp. 77–84.

    MATH  MathSciNet  Google Scholar 

  3. H. G. Feichtinger and K. Nowak, A first survey of Gabor multipliers, Advances in Gabor analysis, Applied Numerical Harmonic Analysis, Birkhauser, Boston, 2003, pp. 99–128.

    Google Scholar 

  4. G. B. Folland, Harmonic Analysis in Phase Space, vol. 122 of Annals of Mathematical Studies, Princeton University Press, Princeton, New Jersey, 1989.

    MATH  Google Scholar 

  5. P. Gibson and M. Lamoureux, Maximally symmetric, minimally redundant partitions of unity in the plane, Comptes rendus mathematiques, 26 (2004), pp. 65–72.

    MATH  MathSciNet  Google Scholar 

  6. P. C. Gibson, J. Grossman, M. P. Lamoureux, and G. F. Margrave, A fast, discrete Gabor transform by partition of unity. Preprint, 2002.

    Google Scholar 

  7. P. C. Gibson, M. P. Lamoureux, and G. F. Margrave, Representation of linear operators by Gabor multipliers. Preprint, 2003.

    Google Scholar 

  8. K. Gröchenig, Aspects of Gabor analysis on locally compact abelian groups, Gabor Analysis and Algorithms, H. Feichtinger and T. Strohmer, editors, Birkhauser, Boston, 1998, pp. 211–232.

    Google Scholar 

  9. K. Gröchenig, Foundations of time–frequency analysis, Birkhauser, Boston, 2001.

    MATH  Google Scholar 

  10. J. P. Grossman, G. F. Margrave, and M. P. Lamoureux, Constructing adaptive nonuniform Gabor frames from partitions of unity, tech. rep., CREWES, University of Calgary, 2002.

    Google Scholar 

  11. grossman, Fast wavefield extrapolation by phase-shift in the nonuniform Gabor domain, tech. rep., CREWES, University of Calgary, 2002.

    Google Scholar 

  12. J. P. Grossman, G. F. Margrave, M. P. Lamoureux, and R. Aggarwala, Constant-Q wavelet estimation via a nonstationary Gabor spectral model, tech. rep., CREWES, University of Calgary, 2001.

    Google Scholar 

  13. G. F. Margrave, L. Dong, P. C. Gibson, J. P. Grossman, D. C. Henley, V. Iliescu, and M. P. Lamoureux, Gabor deconvolution: extending Wiener’s method to nonstationarity, The CSEG Recorder, 28 (2003).

    Google Scholar 

  14. G. F. Margrave, P. C. Gibson, J. P. Grossman, D. C. Henley, V. Iliescu, and M. P. Lamoureux, The Gabor transform, pseudodifferential operators, and seismic deconvolution, Integrated Computer-Aided Engineering, 9 (2004), pp. 1–13.

    Google Scholar 

  15. G. F. Margrave, D. C. Henley, M. P. Lamoureux, V. Iliescu, and J. P. Grossman, An update on Gabor deconvolution, tech. rep., CREWES, University of Calgary, 2002.

    Google Scholar 

  16. G. F. Margrave and M. P. Lamoureux, Gabor deconvolution, tech. rep., CREWES, University of Calgary, 2001.

    Google Scholar 

  17. margrave, Gabor deconvolution, The CSEG Recorder, 2006 Special Issue (2006), pp. 30–37.

    Google Scholar 

  18. Y. Meyer and R. Coifman, Wavelets: Calderon–Zygmund and Multilinear Operators, vol. 48 of Cambridge studies in advanced mathematics, Cambridge University Press, Cambridge, 1997.

    MATH  Google Scholar 

  19. A. V. Oppeheim and R. W. Schafer, Discrete-time Signal Processing, Prentice Hall, New Jersey, 1998.

    Google Scholar 

  20. X. S. Raymond, Elementary Introduction to the Theory of Pseudodifferential Operators, CRC Press, Florida, 1991.

    MATH  Google Scholar 

  21. R. Rochberg and K. Tachizawa, Pseudodifferential operators, Gabor frames, and local trigonometric bases, Gabor Analysis and Algorithms, H. Feichtinger and T. Strohmer, editors, Birkhauser, Boston, 1998, pp. 171–192.

    Google Scholar 

  22. G. Strang and T. Nguyen, Wavelets and Filter Banks, Wellesley-Cambridge Press, 1997.

    Google Scholar 

  23. M. W. Wong, Weyl transforms, Springer-Verlag, 1998.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2008 Springer-Verlag Berlin Heidelberg

About this chapter

Cite this chapter

Lamoureux, M.P., Margrave, G.F. (2008). An Introduction to Numerical Methods of Pseudodifferential Operators. In: Rodino, L., Wong, M.W. (eds) Pseudo-Differential Operators. Lecture Notes in Mathematics, vol 1949. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-68268-4_3

Download citation

Publish with us

Policies and ethics