Dynamic solution to the EEG source localization problem using Kalman Filters and Particle Filters

Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009

Volumn , Issue , 2009, Pages 77-80

  Antelis, Javier M ^a   Minguez, Javier ^a  

^a UNIVERSITY OF ZARAGOZA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

BANDPASS FILTERS; DISTRIBUTED COMPUTER SYSTEMS; KALMAN FILTERS; MONTE CARLO METHODS; SIGNAL FILTERING AND PREDICTION; TARGET TRACKING;

ANTERIOR CINGULATE CORTICES; DYNAMIC BEHAVIORS; DYNAMIC SOLUTIONS; EEG SOURCE LOCALIZATION; ERROR RELATED POTENTIALS; EXPERIMENTAL PROTOCOLS; PARTICLE FILTER SOLUTION; PROBABILISTIC MODELING;

BIOMEDICAL SIGNAL PROCESSING;

EID: 77950994132     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2009.5334969     Document Type: Conference Paper

References (7)

1. R. Grech, T. Cassar, J. Muscat, K. Camilleri, S. Abri, M. Zerbakis, P. Xantho, V. Sakkalis, and B. Vanrumste. Review on solving the inverse problem in EEG source analysis. Journal of NeuroEngineering and Rehabilitation. vol 4, 2008, pp 5-25.
2. E. Somersalo, A. Voutilainen and J.P. Kaipio. Non-stationary magnetoencephalography by Bayesian filtering of dipole models. Inverse Problems. vol 19, 2003, pp 1047-1063.
3. G. Welch and G. Bishop. An Introduction to the Kalman Filter. UNC-Chapel Hill, 2006.
4. B.D. Van Veen, W. Van Dronglen, M. Yuchtman and A. Suzuki. Localization of brain electrical activity via linearly constrained minimum variance spatial filtering. IEEE Transactions on Biomedical Engineering, vol 44, 1997, pp 867-880.
5. A. Doucet, N. de Freitas and N. Gordon. Sequential Monte Carlo Methods in Practice, Springer-Verlag, 2001.
6. H. Van Schie, R. Mars, G.H. Coles and H. Bekkering. Modulation of activity in medial frontal and motor cortices during error observation. Nature Neuroscience. vol 7, 2004, pp 549-554.
7. P.W. Ferrez and J. del R. Millan. Error-Related EEG Potentials Generated during Simulated Brain-Computer Interaction. IEEE Transaction on Biomedical Engineering. vol 55, 2008, pp 923-929.