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Some Remarks on Linear Filtering Theory for Infinite Dimensional Systems

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Book cover Directions in Mathematical Systems Theory and Optimization

Part of the book series: Lecture Notes in Control and Information Sciences ((LNCIS,volume 286))

Abstract

In this article, we complete the theory of estimation of Linear Random Functionals, introduced by the Author, in order to extend the Kalman filter to infinite dimensional linear systems. The objective is to show that all properties for the finite dimensional case remain valid in the framework of Linear Random Functionals (this is thanks to linearity of course).

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3.6 References

  1. A. BENSOUSSAN, Identification et filtrage, Cahiers de l’IRIA nř1,(1969).

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  2. A. BENSOUSSAN, Filtrage optimal des systèmes linéaires Dunod, Paris, (1971).

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  3. P.L. FALB, Infinite dimensional filtering. The Kalman Bucy filter in a Hilbert space, Information and Control, Vol 11, pp. 102–137 (1967).

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  4. J.L. LIONS, Contrôle optimal de Systèmes aux dérivées partielles, Dunod, Paris (1968).

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© 2003 Springer-Verlag Berlin Heidelberg

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Bensoussan, A. (2003). Some Remarks on Linear Filtering Theory for Infinite Dimensional Systems. In: Rantzer, A., Byrnes, C.I. (eds) Directions in Mathematical Systems Theory and Optimization. Lecture Notes in Control and Information Sciences, vol 286. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-36106-5_3

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  • DOI: https://doi.org/10.1007/3-540-36106-5_3

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-00065-5

  • Online ISBN: 978-3-540-36106-0

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