Dual Extended Kalman Filter (DEKF)
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
Citar como
Amir Omidvarnia (2024). Dual Extended Kalman Filter (DEKF) (https://www.mathworks.com/matlabcentral/fileexchange/33850-dual-extended-kalman-filter-dekf), MATLAB Central File Exchange. Recuperado .
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Windows macOS LinuxCategorías
- Control Systems > System Identification Toolbox > Online Estimation >
- Sciences > Neuroscience > Human Brain Mapping > EEG/MEG/ECoG >
- Computational Finance > Econometrics Toolbox > Conditional Mean Models >
- Sciences > Neuroscience > Frequently-used Algorithms >
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Versión | Publicado | Notas de la versión | |
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1.0.0.0 |