AR spectral analysis of EEG signals by using maximum likelihood estimation |
| |
| Authors: | Güler I Kiymik M K Akin M Alkan A |
| |
| Affiliation: | Department of Electronics-Computer Education, Faculty of Technical Education, Gazi University, 06500 Teknikokullar, Ankara, Turkey. iguler@tef.gazi.edu.tr |
| |
| Abstract: | In this study, EEG signals were analyzed using autoregressive (AR) method. Parameters in AR method were realized by using maximum likelihood estimation (MLE). Results were compared with fast Fourier transform (FFT) method. It is observed that AR method gives better results in the analysis of EEG signals. On the other hand, the results have also showed that AR method can also be used for some other researches and diagnosis of diseases. |
| |
| Keywords: | EEG Autoregressive method (AR) Maximum likelihood estimation (MLE) Fast Fourier transform (FFT) |
| 本文献已被 ScienceDirect PubMed 等数据库收录！ |
