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Discrete-Time Multi-Scale Systems

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Abstract

We introduce multi-scale filtering by the way of certain double convolution systems. We prove stability theorems for these systems and make connections with function theory in the polydisc. Finally, we compare the framework developed here with the white noise space framework, within which a similar class of double convolution systems has been defined earlier.

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References

  1. Alpay, D.: The Schur algorithm, reproducing kernel spaces and system theory. In: SMF/AMS Texts and Monographs, vol. 5, American Mathematical Society, Providence, RI (2001) Translated from the 1998 French original by Stephen S. Wilson

  2. Alpay D., Dym H.: Hilbert spaces of analytic functions, inverse scattering and operator models, I. Integr. Equ. Oper. Theory 7, 589–641 (1984)

    Article  MATH  MathSciNet  Google Scholar 

  3. Alpay D., Levanony D.: Rational functions associated to the white noise space and related topics. Potential Anal. 29, 195–220 (2008)

    Article  MATH  MathSciNet  Google Scholar 

  4. Alpay, D., Levanony, D.: Linear stochastic systems: a white noise approach. Acta Appl. Math. (to appear)

  5. Alpay, D., Levanony, D., Pinhas, A.: Linear State space theory in the white noise space setting (Preprint)

  6. Alpay, D., Levanony, D., Mboup, M.: Double convolution systems (in preparation)

  7. Alpay D., Mboup M.: A characterization of Schur multipliers between character-automorphic Hardy spaces. Integ. Equ. Oper. Theory 62, 455–463 (2008)

    Article  MATH  MathSciNet  Google Scholar 

  8. Alpay, D., Mboup, M.: Transformée en échelle de signaux stationnaires. Comptes-Rendus mathématiques (Paris), vol. 347, Issues 11–12, June 2009, pp. 603–608

  9. Alpay, D., Mboup, M.: A natural transfer function space for linear discrete time-invariant and scale-invariant systems. In: Proceedings of NDS09, Thessaloniki, Greece, June 29–July 1, 2009

  10. Aronszajn N.: Theory of reproducing kernels. Trans. Am. Math. Soc. 68, 227–404 (1950)

    MathSciNet  Google Scholar 

  11. Ball, J., Bolotnikov, V.: Boundary interpolation for contractive-valued functions on circular domains in \({\mathbb{C}^{n}}\). In: Current Trends in Operator Theory and its Applications, Oper. Theory Adv. Appl., vol. 149, pp. 107–132. Birkhäuser, Basel (2004)

  12. Ball, J., Trent, T., Vinnikov, V.: Interpolation and commutant lifting for multipliers on reproducing kernel Hilbert spaces. In: Proceedings of Conference in Honor of the 60–th Birthday of M.A. Kaashoek, Operator Theory: Advances and Applications, vol. 122, pp. 89–138. Birkhauser (2001)

  13. Ball, J., Vinnikov, V.: Functional models for representations of the Cuntz algebra. In: Operator Theory, Systems Theory and Scattering Theory: Multidimensional Generalizations, Oper. Theory Adv. Appl., vol. 157, pp. 1–60. Birkhäuser, Basel (2005)

  14. de Branges L., Shulman L.A.: Perturbation theory of unitary operators. J. Math. Anal. Appl. 23, 294–326 (1968)

    Article  MATH  MathSciNet  Google Scholar 

  15. Deitmar, A.: A first course in harmonic analysis. Universitext, 2nd edn. Springer (2005)

  16. Ford L.R.: Automorphic functions, 2nd edn. Chelsea, New-York (1915)

    MATH  Google Scholar 

  17. Freitag, E., Busam, R.: Complex Analysis. Springer (2005)

  18. Guelfand, I.M., Graev, M.I., Vilenkin, N.Ja.: Les distributions. Tome 5. Géométrie intégrale et théorie des représentations. Dunod, Paris (1970)

  19. Hewitt, E., Ross, K.A.: Abstract Harmonic Analysis, vol. I/II, Springer, Berlin, Göttingen Heidelberg (1963/1970)

  20. Hida T., Kuo H., Potthoff J., Streit L.: White noise. An infinite-dimensional calculus. Mathematics and its Applications, vol. 253. Kluwer, Dordrecht (1993)

    Google Scholar 

  21. Hida T.: White noise analysis: part I. Theory in progress. Taiwan. J. Math. 7, 541–556 (2003)

    MATH  MathSciNet  Google Scholar 

  22. Holden, H., Øksendal, B., Ubøe, J., Zhang, T.: Stochastic partial differential equations. In: Probability and its Applications. Birkhäuser Boston Inc., Boston, MA (1996)

  23. Katok, S.: Fuchsian groups. Chicago Lecture Notes in Mathematics, University of Chicago Press (1992)

  24. Kreĭn, M.G., Nudelman, A.A.: The Markov moment problem and extremal problems. In: Translations of Mathematical Monographs, vol. 50, American Mathematical Society, Providence, RI (1977)

  25. Leland W., Taqqu M., Willinger W., Wilson D.: On the self-similar nature of Ethernet traffic (extended version). IEEE/ACM Trans. Netw. 2(1), 1–15 (1994)

    Article  Google Scholar 

  26. Mallat, S.: Une exploration des signaux en ondelettes. Les éditions de l’École Polytechnique (2000)

  27. Mandelbrot B.B., Van Ness W.: Fractional Brownian motions, fractional noises and applications. SIAM Rev. 10(4), 422–437 (1968)

    Article  MATH  MathSciNet  Google Scholar 

  28. Mboup, M.: A character-automorphic Hardy spaces approach to discrete-time scale-invariant systems. In: Proceedings of the 17th International Symposium on Mathematical Theory of Networks and Systems, Kyoto, Japan, July 24–28, 2006, pp. 183–188 (2006)

  29. Putinar M.: Positive polynomials on compact semi-algebraic sets. Indiana Univ. Math. J. 42(3), 969–984 (1993)

    Article  MATH  MathSciNet  Google Scholar 

  30. Saitoh, S.: Theory of reproducing kernels and its applications. In: Longman scientific and technical, vol. 189 (1988)

  31. Yuditskii, P.: Two remarks on Fuchsian groups of Widom type. In: Operator Theory: Advances and Applications, vol. 123, pp. 527–537. Birkhauser (2001)

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Correspondence to Daniel Alpay.

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D. Alpay thanks the Earl Katz family for endowing the chair which supported his research. This research is part of the European Science Foundation Networking Program HCAA, and was supported in part by the Israel Science Foundation grant 1023/07.

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Alpay, D., Mboup, M. Discrete-Time Multi-Scale Systems. Integr. Equ. Oper. Theory 68, 163–191 (2010). https://doi.org/10.1007/s00020-010-1785-8

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  • DOI: https://doi.org/10.1007/s00020-010-1785-8

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