A heuristic Kalman filter for a class of nonlinear systems

One of the basic assumptions involved in the "optimality" of the Kalman filter theory is that the system under consideration must be linear. If the model is nonlinear, a linearization procedure is usually performed in deriving the filtering equations. This approach requires the nonlinear s...

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Bibliographic Details
Main Author: Saab, Samer S. (author)
Format: article
Published: 2004
Online Access:http://hdl.handle.net/10725/11179
http://dx.doi.org/10.1109/TAC.2004.838485
http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php
https://ieeexplore.ieee.org/abstract/document/1369403
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