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An Asymptotic Sampling Recomposition Theorem for Gaussian Signals

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Abstract

For any Gaussian signal and every given sampling frequency we prove an asymptotic property of type Shannon’s sampling theorem, based on normalized cardinal sines, which keeps constant the sampling frequency. We generalize the Shannon’s sampling theorem for a class of non band–limited signals which plays a central role in the signal theory, the Gaussian map is the unique function which reachs the minimum of the product of the temporal and frecuential width. This solve a conjecture stated in [1] and suggested by [3].

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References

  1. A. Antuña, J.L.G. Guirao and M.A. López, On an asymptotic sampling Shannon type recomposition property, Journal of Supercomputing, To appear.

  2. Agud L., Catalán R.G.: New Shannon’s sampling recomposition. Rev.Acad. Ciencias Zaragoza 56, 45–48 (2001)

    MATH  Google Scholar 

  3. Boas R.P. Jr.: Summation formulas and band–limited signals. Tohoku Math. J. 24, 121–125 (1972)

    Article  MathSciNet  MATH  Google Scholar 

  4. Butzer P.L., Ries S., Stens R.L.: Approximation of continuous and discontinuous functions by generalized sampling series. Jour. Appr. Theo. 50, 25–39 (1987)

    Article  MathSciNet  MATH  Google Scholar 

  5. Butzer P.L., Stens R.L.: Sampling theory for not necessarily band-limited functions: a historical overview. SIAM review 34(4), 40–53 (1992)

    Article  MathSciNet  MATH  Google Scholar 

  6. J. Dieudonné, Éléments d’analyse, Cahiers Scientifiques, Fas. XXVIII, Gauthier-Villars Editeur, (1972).

  7. Gubner J.A.: A new series for approximating Voight functions. Jour. Phys. A: Math. 27, L745–L749 (1994)

    Article  MathSciNet  MATH  Google Scholar 

  8. J.R. Higgins, Sampling Theory in Fourier and Signals Analysis: foundations, Oxford Univ. Press., (1996).

  9. Landau H.J., Pollak H.O: Prolate spheroidal wave functions, Fourier analysis and uncertainly. Bell. Sys. Tech. Jour. 40(1), 65–84 (1961)

    MathSciNet  MATH  Google Scholar 

  10. Marvasti F., Jain A.K.: Zero crossing bandwidth compression, and restoration of nonlinearly distorted bandlimited signals. J. Optical Soc. Amer. 3, 651–654 (1986)

    Article  Google Scholar 

  11. Middleton D.: An introduction to statistical communication theory. McGraw-Hill, New York (1960)

    Google Scholar 

  12. Shannon C.E.: Communication in the presence of noise. Proc. IRE 137, 10–21 (1949)

    Article  MathSciNet  Google Scholar 

  13. Whittaker E.T.: On the functions which are represented by the expansions of the interpolation theory. Proc. Roy. Soc. Edinburgh 35, 181–194 (1915)

    Google Scholar 

  14. A.I. Zayed, Advances in Shannon’s Sampling Theory, Ed. CRC Press, (1993).

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Correspondence to Juan L. G. Guirao.

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This work has been partially supported by MCI (Ministerio de Ciencia e Innovación) and FEDER (Fondo Europeo Desarrollo Regional), grant number MTM2008–03679/MTM, Fundación Séneca de la Región de Murcia, grant number 08667/PI/08 and JCCM (Junta de Comunidades de Castilla-La Mancha), grant number PEII09-0220-0222.

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Antuña, A., Guirao, J.L.G. & López, M.A. An Asymptotic Sampling Recomposition Theorem for Gaussian Signals. Mediterr. J. Math. 8, 349–367 (2011). https://doi.org/10.1007/s00009-010-0076-6

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  • DOI: https://doi.org/10.1007/s00009-010-0076-6

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