Skip to main content
Log in

Sampling in Reproducing Kernel Banach Spaces

  • Published:
Mediterranean Journal of Mathematics Aims and scope Submit manuscript

Abstract

It is well-known the close relationship between reproducing kernel Hilbert spaces and sampling theory. The concept of reproducing kernel Hilbert space has been recently generalized to the case of Banach spaces. In this paper, some sampling results are proven in this new setting of reproducing kernel Banach spaces.

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. Acosta-Reyes E., Aldroubi A., Krishtal I.: On stability of samplingreconstruction models. Adv. Comput. Math. 31, 5–34 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  2. Aldroubi A., Gröchenig K.: Non-uniform sampling and reconstruction in shift-invariant spaces. SIAM Rev. 43, 585–620 (2001)

    Article  MathSciNet  MATH  Google Scholar 

  3. Aldroubi A., Sun Q., Tang W-S.: Convolution, average sampling, and a Calderon resolution of the identity for shift-invariant spaces. J. Fourier Anal. Appl. 11, 215–244 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  4. Aronszajn N.: Theory of reproducing kernels. Trans. Amer. Math. Soc. 68, 337–404 (1950)

    Article  MathSciNet  MATH  Google Scholar 

  5. Christensen O.: An Introduction to Frames and Riesz Bases. Birkháuser, Boston (2003)

    MATH  Google Scholar 

  6. Cudia D.F.: On the localization and directionalization of uniformly convexity. Bull. Amer. Math. Soc. 69, 265–267 (1963)

    Article  MathSciNet  MATH  Google Scholar 

  7. Fang G.: Whittaker-Kotelnikov-Shannon sampling theorem and aliasing error. J. Approx. Theory 85, 115–131 (1996)

    Article  MathSciNet  MATH  Google Scholar 

  8. Faulkner G.D.: Representations of linear functionals in a Banach space. Rocky Mountain J. Math. 7, 789–792 (1977)

    Article  MathSciNet  MATH  Google Scholar 

  9. García A.G.: Orthogonal sampling formulas: a unified approach. SIAM Rev. 42, 499–512 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  10. García A.G., Pérez-Villalón G.: Approximation from shift-invariant spaces by generalized sampling formulas. Appl. Comput. Harmon. Anal. 24, 58–69 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  11. García A.G., Portal A.: Sampling in the functional Hilbert space induced by a Hilbert space valued kernel. Appl. Anal. 82, 1145–1158 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  12. García A.G., Portal A.: A general sampling theory in the functional Hilbert space induced by a Hilbert space valued kernel. J. Appl. Funct. Anal. 3, 299–313 (2008)

    MathSciNet  MATH  Google Scholar 

  13. García A.G., Muñoz-Bouzo M.J., Pérez-Villalón 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 

  14. Giles J.R.: Classes of semi-inner-product spaces. Trans. Amer. Math. Soc. 129, 436–446 (1967)

    Article  MathSciNet  MATH  Google Scholar 

  15. K. H. Gröchenig, Wiener’s Lemma: Theme and Variations. An Introduction to Spectral Invariance and Its Applications. In: “Four Short Courses on Harmonic Analysis” (B. Forster & P. Massopust Eds), Ch. 5, Birkhäuser, Boston, 2010.

  16. Han D., Nashed M.Z., Sun Q.: Sampling expansions in reproducing kernel Hilbert and Banach spaces. Numer. Funct. Anal. Optim. 30, 971–987 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  17. Higgins J.R.: Sampling Theory in Fourier and Signal Analysis: Foundations. Oxford University Press, Oxford (1996)

    MATH  Google Scholar 

  18. J. R. Higgins, A sampling principle associated with Saitoh’s fundamental theory of linear transformations. In: “Analytic Extension Formulas and their Applications” (S. Saitoh, N. Hayashi & M. Yamamoto Eds), 73–86, Int. Soc. Anal. Appl. Comput. 9, Kluwer Acad. Publ., Dordrecht, 2001.

  19. R. Q. Jia and C. A. Micchelli, Using the refinement equations for the construction of pre-waveles II: Powers of two. In: “Curves and Surfaces” (P. J. Laurent, A. Le Méhauté & L. L. Schumaker Eds), 209–246, Academic Press, Boston, 1991.

  20. Kantorovich L.V., Akilov G.P.: Functional Analysis in Normed Spaces. Macmillan, New York (1964)

    MATH  Google Scholar 

  21. Lumer G.: Semi-inner-product spaces. Trans. Amer. Math. Soc. 100, 29–43 (1961)

    Article  MathSciNet  MATH  Google Scholar 

  22. Nashed M.Z., Walter G.G.: General sampling theorems in reproducing kernel Hilbert spaces. Math. Control Signals Systems 4, 373–412 (1991)

    Article  MathSciNet  Google Scholar 

  23. Rudin W.: Functional Analysis. 2nd Edition. McGraw-Hill Inc., New York (1991)

    MATH  Google Scholar 

  24. S. Saitoh, Integral Transforms, Reproducing Kernels and Their Applications. Pitman Research Notes in Mathematics Series 369, Longman, Harlow, 1997.

  25. Young R.M.: An Introduction to Nonharmonic Fourier Series. Academic Press, New York (1980)

    MATH  Google Scholar 

  26. Zaremba S.: L’ équation biharmonique et une classe remarquable de fonctions fondamentales harmoniques. Bulletin International de l’Académie des Sciences de Cracovie 3, 147–196 (1907)

    Google Scholar 

  27. Zayed A.I.: Advances in Shannon’s Sampling Theory. CRC Press, Boca Raton FL (1993)

    MATH  Google Scholar 

  28. Zhang H., Xu Y., Zhang J.: Reproducing kernel Banach spaces for machine learning. J. Mach. Learn. Res. 10, 2741–2775 (2009)

    MathSciNet  MATH  Google Scholar 

  29. Zhang H., Zhang J.: Frames, Riesz bases, and sampling expansions in Banach spaces via semi-inner products. Appl. Comput. Harmon. Anal. 31, 1–25 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  30. A. Zygmund, Trigonometric Series. 2nd Ed., Vol. II. Cambridge University Press, New York, 1959.

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Antonio G. García.

Additional information

This work has been supported by the grant MTM2009–08345 from the D.G.I. of the Spanish Ministerio de Ciencia y Tecnología.

Rights and permissions

Reprints and permissions

About this article

Cite this article

García, A.G., Portal, A. Sampling in Reproducing Kernel Banach Spaces. Mediterr. J. Math. 10, 1401–1417 (2013). https://doi.org/10.1007/s00009-012-0234-0

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00009-012-0234-0

Mathematics Subject Classification (2010)

Keywords

Navigation