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Convergence of Riemannian sums of inverse wavelet transforms

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Abstract

We study the approximation of the inverse wavelet transform using Riemannian sums. We show that when the Fourier transforms of wavelet functions satisfy some moderate decay condition, the Riemannian sums converge to the function to be reconstructed as the sampling density tends to infinity. We also study the convergence of the operators introduced by the Riemannian sums. Our result improves some known ones.

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References

  1. Christensen O. An Introduction to Frames and Riesz Bases. Boston: Birkhäuser, 2003

    MATH  Google Scholar 

  2. Christensen O, Sun W. Stability of wavelet frames with matrix dilations. Proc Amer Math Soc, 2006, 134: 831–842

    Article  MATH  MathSciNet  Google Scholar 

  3. Chui C K, Shi X L. Orthonormal wavelets and tight frames with arbitrary real dilations. Appl Comput Harmon Anal, 2000, 9: 243–264

    Article  MATH  MathSciNet  Google Scholar 

  4. Daubechies I. Ten Lectures on Wavelets. Philadelphia: SIAM, 1992

    MATH  Google Scholar 

  5. Daubechies I, Han B. Pairs of dual wavelet frames from any two refinable functions. Constr Approx, 2004, 20: 325–352

    Article  MATH  MathSciNet  Google Scholar 

  6. Daubechies I, Han B, Ron A, et al. Framelets: MRA-based construction of wavelet frames. Appl Comput Harmon Anal, 2004, 14: 1–46

    Article  MathSciNet  Google Scholar 

  7. Feichtinger H G, Sun W, Zhou X. Two Banach spaces of atoms for stable wavelet frame expansions. J Approx Theory, 2007, 146: 28–70

    Article  MATH  MathSciNet  Google Scholar 

  8. Frazier M, Garrigos G, Wang K C, et al. A characterization of functions that generate wavelet and related expansions. J Fourier Anal Appl, 1997, 3: 883–906

    Article  MATH  MathSciNet  Google Scholar 

  9. Feichtinger H G, Weisz F. Inversion formulas for the short-time Fourier transform. J Geom Anal, 2006, 16: 507–521

    MATH  MathSciNet  Google Scholar 

  10. Feichtinger H G, Weisz F. Gabor analysis on Wiener amalgams. Sampl Theory Signal Image Process, 2007, 6: 129–150

    MATH  MathSciNet  Google Scholar 

  11. Gröchenig K. Foundations of Time-Frequency Analysis. Boston: Birkhäuser, 2001

    MATH  Google Scholar 

  12. Gröchenig K, Heil C. Gabor meets Littlewood-Paley: Gabor expansions in L p(ℝd). Studia Math, 2001, 146: 15–33

    Article  MATH  MathSciNet  Google Scholar 

  13. Gröchenig K, Heil C, Okoudjou K. Gabor analysis in weighted amalgam spaces. Sampl Theory Signal Image Process, 2002, 1: 225–259

    MATH  MathSciNet  Google Scholar 

  14. Han B. On dual wavelet tight frames. Appl Comput Harmon Anal, 1997, 4: 380–413

    Article  MATH  MathSciNet  Google Scholar 

  15. Liu B, Sun W. Inversion of the wavelet transform using Riemannian sums. Appl Comput Harmon Anal, 2009, 27: 289–302

    Article  MATH  MathSciNet  Google Scholar 

  16. Ron A, Shen Z. Generalized shift invariant systems. Constr Approx, 2005, 22: 1–45

    Article  MATH  MathSciNet  Google Scholar 

  17. Ron A, Shen Z. Affine systems in L 2(ℝd): the analysis of the analysis operator. J Funct Anal, 1997, 148: 408–447

    Article  MATH  MathSciNet  Google Scholar 

  18. Shang Z, Zhou X. Dual generators for weighted irregular wavelet frames and reconstruction error. Appl Comput Harmon Anal, 2007, 22: 356–367

    Article  MATH  MathSciNet  Google Scholar 

  19. Sun W, Zhou X. Irregular wavelet frames. Sci China Ser A, 2000, 43: 122–127

    Article  MATH  MathSciNet  Google Scholar 

  20. Sun W, Zhou X. Irregular wavelet/Gabor frames. Appl Comput Harmon Anal, 2002, 13: 63–76

    Article  MATH  MathSciNet  Google Scholar 

  21. Sun W. Homogeneous approximation property for wavelet frames with matrix dilations. Math Nachr, 2010, 283: 1488–1505

    Article  MATH  MathSciNet  Google Scholar 

  22. Sun W. Asymptotic properties of Gabor frame operators as sampling density tends to infinity. J Funct Anal, 2010, 258: 913–932

    Article  MATH  MathSciNet  Google Scholar 

  23. Weisz F. Inversion of the short-time Fourier transform using Riemannian sums. J Fourier Anal Appl, 2007, 13: 357–368

    Article  MATH  MathSciNet  Google Scholar 

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Correspondence to WenChang Sun.

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Sun, X., Sun, W. Convergence of Riemannian sums of inverse wavelet transforms. Sci. China Math. 54, 681–698 (2011). https://doi.org/10.1007/s11425-011-4174-0

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  • DOI: https://doi.org/10.1007/s11425-011-4174-0

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