Abstract
We describe an infinite dimensional nonlinear analog of the Kalman filter for turbulent fields. Nonlinear filtering theory of Stochastic Navier-Stokes equation is described using measure-valued solutions to the infinite dimensional, Fujisaki-Kallianpur-Kunita and the Zakai equations.
Supported by the ONR Mathematical Sciences and Mechanics Divisions under the Grant No:N0001493WX2422; Part of this work was done at IMA-University of Minnesota. Naval Command Control and Ocean Surveillance Center, Code 574, San Diego, CA 92152-6040.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
G. DaPrato and J. Zabczyk. Stochastic equations in infinite dimensions. Cambridge University Press, Cambridge, Great Britain, 1992.
M. Fujisaki, G. Kallianpur, and H. Kunita. Stochastic differential equations for the nonlinear filtering problem. Osaka Journal of Mathematics, 9: 19–40, 1972.
R. K. Getoor. On the construction of kernels. In Seminaire de Probabilites-IX, pages 443–463. Lecture Notes in Mathematics, Vol. 465, Springer-Verlag, Berlin, 1975.
B. L. Rozovskii. Lecture Notes on Linear Stochastic Partial Differential Equations. The University of North Carolina at Charlotte, Charlotte, North Carolina, 1990.
B. L. Rozovskii. A simple proof of uniqueness for Kushner and Zakai equations. In E. Mayer-Wolf, E. Merzbach, and A. Schwartz, editors, Stochastic Analysis, pages 449–458. Academic Press, New York, 1991.
L. Schwartz. Disintegration of measures. Tata Institute for Fundamental Research, Bombay, 1976.
S. S. Sritharan. Invariant Manifold Theory For Hydrodynamic Transition. John Wiley, New York, 1990.
S. S. Sritharan. Nonlinear filtering theory of stochastic Navier-Stokes equations. To be published, 1994.
R. Temam. Navier-Stokes Equations and nonlinear functional analysis. CBMSNSF Regional Conference Series in Applied Mathematics. SIAM, Philadelphia, 1983.
M. J. Vishik and A. V. Fursikov. Mathematical Problems in Statistical Hydromechanics. Kluwer Academic Publishers, Boston, 1988.
M. J. Vishik and A. I. Komech. On Kolmogorov’s equations corresponding to the two dimensional stochastic Navier-Stokes system. Trans. Moscow Math. Soc., Vol. 46, Issue 2, 1–42, 1984.
M. Yor. Sur les theories du filtrage et de la prediction. In Seminaire de Probabilities XI, pages 257–297. Lecture Notes in Mathematics, Vol. 581, Springer-Verlag, Berlin, 1977.
M. Zakai. On the optimal filtering of diffusion processes. Z. Wahrscheinlichkeitstheorie. Verw. Geb., 11: 230–243, 1969.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 1996 Springer-Verlag New York, Inc.
About this paper
Cite this paper
Sritharan, S.S. (1996). Nonlinear Filtering of Stochastic Navier-Stokes Equation. In: Funaki, T., Woyczynski, W.A. (eds) Nonlinear Stochastic PDEs. The IMA Volumes in Mathematics and its Applications, vol 77. Springer, New York, NY. https://doi.org/10.1007/978-1-4613-8468-7_14
Download citation
DOI: https://doi.org/10.1007/978-1-4613-8468-7_14
Publisher Name: Springer, New York, NY
Print ISBN: 978-1-4613-8470-0
Online ISBN: 978-1-4613-8468-7
eBook Packages: Springer Book Archive