Dual Extended Kalman Filter (DEKF)

Version 1.0.0.0 (4.94 KB) by Amir Omidvarnia
This package implements Dual Extended Kalman Filter for time-varying MVAR parameter estimation.
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Updated 20 Nov 2011

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The package implements Dual Extended Kalman Filter function for the application of time-varying MVAR parameter estimation. It also includes a sample script which shows the usage of the function on a simulated MVAR model with time-varying parameters.

To see an application of DEKF for EEG signal processing, please refer to our study:

A. Omidvarnia, M. Mesbah, M. S. Khlif et al., “Kalman filter-based time-varying cortical connectivity analysis of newborn EEG” in Int. Conf. IEEE Engineering in Medicine and Biology Society (EMBC2011), Boston, US, 2011, pp. 1423-1426

Cite As

Amir Omidvarnia (2024). Dual Extended Kalman Filter (DEKF) (https://www.mathworks.com/matlabcentral/fileexchange/33850-dual-extended-kalman-filter-dekf), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2007b
Compatible with any release
Platform Compatibility
Windows macOS Linux

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DEKF_Mathworks/

Version Published Release Notes
1.0.0.0