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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A. Antuña, J.L.G. Guirao and M.A. López, On an asymptotic sampling Shannon type recomposition property, Journal of Supercomputing, To appear.
Agud L., Catalán R.G.: New Shannon’s sampling recomposition. Rev.Acad. Ciencias Zaragoza 56, 45–48 (2001)
Boas R.P. Jr.: Summation formulas and band–limited signals. Tohoku Math. J. 24, 121–125 (1972)
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)
Butzer P.L., Stens R.L.: Sampling theory for not necessarily band-limited functions: a historical overview. SIAM review 34(4), 40–53 (1992)
J. Dieudonné, Éléments d’analyse, Cahiers Scientifiques, Fas. XXVIII, Gauthier-Villars Editeur, (1972).
Gubner J.A.: A new series for approximating Voight functions. Jour. Phys. A: Math. 27, L745–L749 (1994)
J.R. Higgins, Sampling Theory in Fourier and Signals Analysis: foundations, Oxford Univ. Press., (1996).
Landau H.J., Pollak H.O: Prolate spheroidal wave functions, Fourier analysis and uncertainly. Bell. Sys. Tech. Jour. 40(1), 65–84 (1961)
Marvasti F., Jain A.K.: Zero crossing bandwidth compression, and restoration of nonlinearly distorted bandlimited signals. J. Optical Soc. Amer. 3, 651–654 (1986)
Middleton D.: An introduction to statistical communication theory. McGraw-Hill, New York (1960)
Shannon C.E.: Communication in the presence of noise. Proc. IRE 137, 10–21 (1949)
Whittaker E.T.: On the functions which are represented by the expansions of the interpolation theory. Proc. Roy. Soc. Edinburgh 35, 181–194 (1915)
A.I. Zayed, Advances in Shannon’s Sampling Theory, Ed. CRC Press, (1993).
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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