Skip to main content
Log in

Approximately dual Gabor frames and almost perfect reconstruction based on a class of window functions

  • Published:
Advances in Computational Mathematics Aims and scope Submit manuscript

Abstract

It is a well-known problem in Gabor analysis how to construct explicitly given dual frames associated with a given frame. In this paper we will consider a class of window functions for which approximately dual windows can be calculated explicitly. The method makes it possible to get arbitrarily close to perfect reconstruction by allowing the modulation parameter to vary. Explicit estimates for the deviation from perfect reconstruction are provided for some of the standard functions in Gabor analysis, e.g., the Gaussian and the two-sided exponential function.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Bui, H., Laugesen, R.: Frequency-Scale Frames and the Solution of the Mexican Hat Problem. Constr. Approx. 33, 163–189 (2011)

    Article  MathSciNet  Google Scholar 

  2. Christensen, O.: An Introduction to Frames and Riesz Bases. Second expanded edition. Birkhäuser, Boston (2016)

    MATH  Google Scholar 

  3. Christensen, O., Kim, H.O., Kim, R.Y.: B-spline approximations of the Gaussian, their Gabor frame properties, and approximately dual frames. J. Fourier Anal. Appl. accepted for publication. https://doi.org/10.1007/s00041-017-9557-3

    Article  MathSciNet  Google Scholar 

  4. Christensen, O., Laugesen, R.: Approximately dual frames in Hilbert spaces and applications to Gabor frames. Sampl. Theory Signal Image Process. 9, 77–90 (2011)

    MathSciNet  MATH  Google Scholar 

  5. Dörfler, M., Matusiak, E.: Nonstationary Gabor frames - approximately dual frame and reconstruction errors. Adv. Comput. Math. 41, 293–316 (2015)

    Article  MathSciNet  Google Scholar 

  6. Feichtinger, H. G., Grybos, A., Onchis, D. M.: Approximate dual Gabor atoms via the adjoint lattice method. Adv. Comput. Math. 40, 651–665 (2014)

    Article  MathSciNet  Google Scholar 

  7. Feichtinger, H. G., Onchis, D. M., Wiesmeyr, C.: Construction of approximate dual wavelet frames. Adv. Comput. Math. 40, 273–282 (2014)

    Article  MathSciNet  Google Scholar 

  8. Janssen, A. J. E. M.: Some Weyl-Heisenberg frame bound calculations. Indag. Math. 7, 165–183 (1996)

    Article  MathSciNet  Google Scholar 

  9. Janssen, A. J. E. M.: On generating tight Gabor frames at critical density. J. Fourier Anal. Appl. 9, 175–214 (2003)

    Article  MathSciNet  Google Scholar 

Download references

Acknowledgments

The authors would like to thank the reviewers for several useful suggestions, which improved the presentation of the results.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Rae Young Kim.

Additional information

Communicated by: Gitta Kutyniok

This research was supported by Basic Science Research Program through the National Research Foundation of Korea(NRF) funded by the Ministry of Education(2016R1D1A1B02009954).

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Christensen, O., Janssen, A.J.E.M., Kim, H.O. et al. Approximately dual Gabor frames and almost perfect reconstruction based on a class of window functions. Adv Comput Math 44, 1519–1535 (2018). https://doi.org/10.1007/s10444-018-9595-7

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10444-018-9595-7

Keywords

Mathematics Subject Classification (2010)

Navigation