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The weak stochastic realization problem for discrete-time counting processes

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Part of the book series: Lecture Notes in Control and Information Sciences ((LNCIS,volume 62))

Abstract

The weak stochastic realization problem is considered for discrete-time stationary counting processes. Such processes take values in the countable infinite set N={0,1,2,...}. A stochastic realization is sought in the class of stochastic systems specified by a conditional distribution for the output given the state of Poisson type, and by a finite valued state process. In the paper a necessary and sufficient condition is derived for the existence of a stochastic realization in the above specified class.

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References

  1. BERMAN, A. & R.J. PLEMMONS, Nonnegative matrices in the mathematical sciences, Academic Press, New York, 1979.

    Google Scholar 

  2. FAURRE, P., M. CLERGET & F. GERMAIN, Opérateurs rationnels positifs, Dunod, Paris, 1979.

    Google Scholar 

  3. LINDQUIST, A. & G. PICCI, On the stochastic realization problem, SIAM J. Control Optim., 17 (1979), pp. 365–389.

    Google Scholar 

  4. PICCI, G., On the internal structure of finite-state stochastic processes, in: Recent Developments in Variable Structure Systems, Economics, and Biology, Proc. of a U.S.-Italy Seminar, Taormina, Sicily, 1977, Lecture Notes in Econ. and Mathematical Systems, volume 162, Springer–Verlag, Berlin, 1978, pp. 288–304.

    Google Scholar 

  5. PICCI, G. & J.H. VAN SCHUPPEN, On the weak finite stochastic realization problem, Proc. Colloque ENST-CNET: Développements récents dans le filtrage et le contrôle des processes aléatoires, to appear; also report BW 184/83, Centre of Mathematics and Computer Science, Amsterdam, 1983.

    Google Scholar 

  6. RUCKEBUSCH, G., A state space approach to the stochastic realization problem, Proc. 1978 Int. Symp. on Circuits and Systems, New York, IEEE, New York, 1978, pp. 972–977.

    Google Scholar 

  7. SNYDER, D.L., Random point processes, J. Wiley & Sons, New York, 1975.

    Google Scholar 

  8. VAN SCHUPPEN, J.H., The strong finite stochastic realization problem-preliminary results, in: Analysis and Optimization of Systems, A. Bensoussan, J.L. Lions (eds.), Lecture Notes in Control nd Info. Sci., volume 44, Springer-Verlag, Berlin, 1982, pp. 179–190.

    Google Scholar 

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A. Bensoussan J. L. Lions

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© 1984 Springer-Verlag

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van Schuppen, J.H. (1984). The weak stochastic realization problem for discrete-time counting processes. In: Bensoussan, A., Lions, J.L. (eds) Analysis and Optimization of Systems. Lecture Notes in Control and Information Sciences, vol 62. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0004972

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  • DOI: https://doi.org/10.1007/BFb0004972

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-13551-7

  • Online ISBN: 978-3-540-39007-7

  • eBook Packages: Springer Book Archive

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