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The matched phase reassignment, developed to estimate phase synchrony of transient oscillatory signals, is extended into a multitaper phase reassignment (MTPR) method. The method gives perfect time-frequency localization for two transients with zero phase difference and estimates of time locations and oscillatory frequencies in low signal-to-noise ratios. For different signal-to-noise ratios between channels a suggestion of corrected reassignment vector expressions is given, resulting in minimized variance. The MTPR outperforms the matched phase reassignment as well as state-of-the-art methods, such as Pearson's linear correlation, time-frequency cross-spectrogram phase estimation and the Phase Lag Index method. An example of estimated phase differences, time locations and oscillatory frequencies of electrical signals measured from the brain is also shown.
| Originalspråk | engelska |
|---|---|
| Titel på värdpublikation | 29th European Signal Processing Conference, EUSIPCO 2021 - Proceedings |
| Förlag | European Signal Processing Conference, EUSIPCO |
| Sidor | 2164-2168 |
| Antal sidor | 5 |
| ISBN (elektroniskt) | 9789082797060 |
| DOI | |
| Status | Published - 2021 |
| Evenemang | 29th European Signal Processing Conference, EUSIPCO 2021 - Dublin, Irland Varaktighet: 2021 aug. 23 → 2021 aug. 27 |
Publikationsserier
| Namn | European Signal Processing Conference |
|---|---|
| Volym | 2021-August |
| ISSN (tryckt) | 2219-5491 |
Konferens
| Konferens | 29th European Signal Processing Conference, EUSIPCO 2021 |
|---|---|
| Land/Territorium | Irland |
| Ort | Dublin |
| Period | 2021/08/23 → 2021/08/27 |
Bibliografisk information
Publisher Copyright:© 2021 European Signal Processing Conference. All rights reserved.
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