Kalman filtering framework

Object framework for filtering using Kalman filter, EKF, or UKF.
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Updated 22 Aug 2009

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Object-based framework for performing Kalman filtering for discrete time systems or continuous-discrete hybrid systems. Includes code for the classical Kalman filter for linear systems, the extended Kalman filter (EKF), and the more recent unscented Kalman filter (UKF). Both linear and non-linear noise in the system and observation are permitted.

Three examples are included in the demos folder.

Cite As

David Ogilvie (2026). Kalman filtering framework (https://www.mathworks.com/matlabcentral/fileexchange/25108-kalman-filtering-framework), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2009a
Compatible with any release
Platform Compatibility
Windows macOS Linux
Version Published Release Notes
1.0.0.0