A Novel Multitaper Reassignment Method for Estimation of Phase Synchrony

被引:0
|
作者
Sandsten, Maria [1 ]
Anderson, Rachele [1 ]
Reinhold, Isabella [1 ]
Bernhardsson, Bo [2 ]
Bergeling, Carolina [2 ]
Johansson, Mikael [3 ]
机构
[1] Lund Univ, Ctr Math Sci, Lund, Sweden
[2] Lund Univ, Dept Automat Control, Lund, Sweden
[3] Lund Univ, Dept Psychol, Lund, Sweden
关键词
time-frequency reassignment; oscillatory transient signals; phase synchronization; multitapers; EEG; TIME-FREQUENCY; LOCALIZATION;
D O I
暂无
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
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.
引用
收藏
页码:2164 / 2168
页数:5
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