Estimation Of Event Related Potentials With GSVD
暂无分享,去创建一个
An algorithm for estimation of event related signals dis-turbed by coloured noise, e.g. Evoked Potentials disturbed byEEG, has been investigated. The method is based on GeneralSingular Value Decomposition, GSVD, and estimates a singleEvoked Potential without averaging. There are no assumptionsabout the model for the EEG. The EP is described as a sum ofdamped sinusoids. The algorithm is tested with both simulatedand real signals.
[1] D. Liberati,et al. A parametric method of identification of single-trial event-related potentials in the brain , 1988, IEEE Transactions on Biomedical Engineering.
[2] Gene H. Golub,et al. Matrix computations , 1983 .
[3] C. Loan. Computing the CS and the generalized singular value decompositions , 1985 .
[4] M. von Spreckelsen,et al. Estimation of single-evoked cerebral potentials by means of parametric modeling and Kalman filtering , 1988, IEEE Transactions on Biomedical Engineering.