Fundamentals of EEG Signal Processing
Saeid Sanei, Jonathon A. Chambers · 2007
This chapter contains sections titled: EEG Signal Modelling Nonlinearity of the Medium Nonstationarity Signal Segmentation Signal Transforms and Joint Time–Frequency Analysis Coherency, Multivariate Autoregressive (MVAR) Modelling, and Directed Transfer Function (DTF) Chaos and Dynamical Analysis Filtering and Denoising Principal Component Analysis Independent Component Analysis Application of Constrained BSS: Example Signal Parameter Estimation Classification Algorithms Matching Pursuits Summary and Conclusions