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A Local Weighted Average Sampling and Reconstruction Theorem over Shift Invariant Subspaces

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Abstract

We analyse a local average sampling and reconstruction problem over some shift invariant subspaces of \({L^{2}({\mathbb{R}})}\). We present certain necessary and sufficient conditions under which there is an average sampling expansion for both uniform sampling points and non-uniform sampling points.

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References

  1. Aldroubi A., Grochenig K.: Nonuniform sampling and reconstruction in shift-invariant spaces. SIAM Rev. 43(4), 585–620 (2001)

    Article  MathSciNet  MATH  Google Scholar 

  2. Aldroubi A., Grochenig K.: Beurling–Landau type theorems for non-uniform sampling in shift invariant spline spaces. J. Fourier Anal. Appl. 6(1), 93–103 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  3. Grochenig K.: Reconstruction algorithms in irregular sampling. Math. Comput. 59, 181–194 (1992)

    Article  MathSciNet  MATH  Google Scholar 

  4. Feichtinger, H.G., Grochenig, K.: Theory and practice of irregular sampling. In: Benedetto, J., Frazier, M. (eds.) Wavelets, Mathematics and Applications, pp. 305–363. CRC Press, Boca Raton (1994)

  5. Chen W., Itoh S., Shiki J.: Irregular sampling theorems for wavelet subspaces. IEEE Trans. Inf. Theory 44(3), 1131–1142 (1998)

    Article  MathSciNet  MATH  Google Scholar 

  6. Chui, C.K.: An Introduction to Wavelets. Academic Press, New York (1992)

  7. Devaraj P., Yugesh S.: On the zeros of the generalized Euler–Frobenius Laurent polynomial and reconstruction of cardinal splines of polynomial growth from local average samples. J. Math. Anal. Appl. 432(2), 983–993 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  8. Janseen A.J.E.M.: The Zak transform and sampling theorems for wavelet subspaces. IEEE Trans. Signal Process. 41(12), 3360–3364 (1993)

    Article  MATH  Google Scholar 

  9. Kulkarni S.H., Radha R., Sivananthan S.: Non-uniform sampling problem. J. Appl. Funct. Anal. 4(1), 58–74 (2009)

    MathSciNet  MATH  Google Scholar 

  10. Liu Y.M., Walter G.G.: Irregular sampling in wavelet subspaces. J. Fourier Anal. Appl. 2(2), 181–189 (1995)

    Article  MathSciNet  MATH  Google Scholar 

  11. Radha R., Sivananthan S.: Local reconstruction of a function from a non-uniform sampled data. Appl. Numer. Math. 59(2), 393–403 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  12. Antony Selvan, A., Radha, R.: Sampling and reconstruction in shift-invariant spaces on \({{\mathbb{R}}^{d}}\). Annali di matematica pura ed applicata (2014). doi:10.1007/s10231-014-0439-x

  13. Atreas Nikolaos D.: Pertubed sampling formulas and local reconstruction in shift invariant spaces. J. Math. Anal. Appl. 377, 841–852 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  14. Sun W., Zhou X.: Frames and sampling theorem. Sci. China Ser. A 41(6), 606–612 (1998)

    Article  MathSciNet  MATH  Google Scholar 

  15. Sun W., Zhou X.: Sampling theorem for wavelet subspaces: error estimate and irregular sampling. IEEE Trans. Signal Process. 48(1), 223–226 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  16. Sun W., Zhou X.: Reconstruction of band-limited functions from local averages. Constr. Approx. 18, 205–222 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  17. Sun W., Zhou X.: Reconstruction of band-limited signals from local averages. IEEE Trans. Inf. Theory 48, 2955–2963 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  18. Sun W., Zhou X.: Average sampling in spline subspaces. Appl. Math. Lett. 15, 233–237 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  19. Sun W., Zhou X.: Reconstruction of functions in spline subspaces from local averages. Proc. Am. Math. Soc. 131(8), 2561–2571 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  20. Sun W., Zhou X.: Average sampling in shift invariant subspaces with symmetric averaging functions. J. Math. Anal. Appl. 287, 279–295 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  21. Walter Gilbert G.: A sampling theorem for wavelet subspaces. IEEE Trans. Inf. Theory 38(2), 881–884 (1992)

    Article  MathSciNet  MATH  Google Scholar 

  22. Zhou X., Sun W.: On the sampling theorem for wavelet subspaces. J. Fourier Anal. Appl. 5(4), 347–354 (1999)

    Article  MathSciNet  MATH  Google Scholar 

  23. Hardy G., Littlewood J.E.: Polya Inequalities. Cambridge university press, Cambridge (1952)

    Google Scholar 

  24. Mitrinovic D.S.: Analytic Inequalities. Springer, Berlin (1970)

    Book  MATH  Google Scholar 

  25. Garcia A.G., Kim J.M., Kwon K.H., Yoon G.J.: Multi-channel sampling on shift invariant subspaces with frame generators. Int. J. Wavelets Multiresolution Inf. Process. 10(1), 41–60 (2012)

    Article  MATH  Google Scholar 

  26. Kang S., Kwon K.H.: Genaralized average sampling in shift invariant spaces. J. Math. Anal. Appl. 377, 70–78 (2011)

    Article  MATH  Google Scholar 

  27. Garcia A.G., Perez-Villalon G.: Dual frames in \({L^{2}(0,1)}\) connected with generalized sampling in shift invariant spaces. Appl. Comput. Harmonic Anal. 20, 422–433 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  28. Garcia A.G., Perez-Villalon G.: Multivariate generalized sampling in shift-invariant spaces and its approximation properties. J. Math. Anal. Appl. 355, 397–413 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  29. Garcia A.G., Perez-Villalon G.: Generalized irregular sampling in shift-invariant spaces. Int. J. Wavelets Multiresolution Inf. Process. 5(3), 369–387 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  30. Garca A.G., Hernndez-Medina M.A., Prez-Villaln G.: Generalized sampling in shift-invariant spaces with multiple stable generators. J. Math. Anal. Appl. 337, 69–84 (2008)

    Article  MathSciNet  Google Scholar 

  31. Garca A.G., Munoz-Bouzo M.J., Perez-Villalon G.: Regular multivariate sampling and approximation in \({L^{p}}\) shift-invariant spaces. J. Math. Anal. Appl. 380, 607–627 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  32. Kang S., Kim J.M., Kwon K.H.: Asymmetric multi-channel sampling in shift invariant spaces. J. Math. Anal. Appl. 367, 20–28 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  33. Hong Y.M., Kim J.M., Kwon K.H., Lee E.H.: Channeled sampling in shift invariant spaces. Int. J. Wavelets Multiresolution Inf. Process. 5, 753–767 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  34. Papoulis A.: Generalized sampling expansion. IEEE Trans. Circuits Syst. 24(11), 652–654 (1977)

    Article  MathSciNet  MATH  Google Scholar 

  35. Christensen O.: An Introduction to Frames and Riesz Bases. Birkhauser, Boston (2001)

    MATH  Google Scholar 

  36. Kim J.M., Kwon K.H.: Sampling expansion in shift invariant spaces. Int. J. Wavelets Multiresolution Inf. Process. 6, 223–248 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  37. Higgins J.R.: Sampling theory for Paley–Wiener spaces in the Riesz bases setting. Proc. R. Irish Acad. Sect. A Math. Phys. Sci. 94(2), 219–236 (1994)

    MATH  Google Scholar 

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Devaraj, P., Yugesh, S. A Local Weighted Average Sampling and Reconstruction Theorem over Shift Invariant Subspaces. Results Math 71, 319–332 (2017). https://doi.org/10.1007/s00025-016-0600-5

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  • DOI: https://doi.org/10.1007/s00025-016-0600-5

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