A local linearization approach to nonlinear filtering
- 1 January 1993
- journal article
- research article
- Published by Taylor & Francis in International Journal of Control
- Vol. 57 (1) , 75-96
- https://doi.org/10.1080/00207179308934379
Abstract
The local linearization approach to nonlinear filtering of time series generated from continuous time stochastic dynamical systems is discussed and a simple and powerful method for the nonlinear filtering is introduced. Some numerical results of applications of the filter are shown.Keywords
This publication has 5 references indexed in Scilit:
- Statistical Identification of Nonlinear Dynamics in Macroeconomics Using Nonlinear Time Series ModelsPublished by Springer Nature ,1989
- Algebraic and Geometric Methods in Nonlinear FilteringSIAM Journal on Control and Optimization, 1984
- An innovations approach to least-squares estimation--Part III: Nonlinear estimation in white Gaussian noiseIEEE Transactions on Automatic Control, 1971
- A computational comparison of several nonlinear filtersIEEE Transactions on Automatic Control, 1968
- Orthogonal Projection and Discrete Optimal Linear SmoothingSIAM Journal on Control, 1967