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
相关论文
共 50 条
  • [21] MULTITAPER ESTIMATION OF THE COHERENCE SPECTRUM IN LOW SNR
    Brynolfsson, Johan
    Hansson-Sandsten, Maria
    2014 PROCEEDINGS OF THE 22ND EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2014, : 1019 - 1023
  • [22] Multitaper spectrum estimation for time series with gaps
    Fodor, IK
    Stark, PB
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2000, 48 (12) : 3472 - 3483
  • [23] A unified view of multitaper multivariate spectral estimation
    Walden, AT
    BIOMETRIKA, 2000, 87 (04) : 767 - 788
  • [24] Thomson's Multitaper Method Revisited
    Karnik, Santhosh
    Romberg, Justin
    Davenport, Mark A.
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2022, 68 (07) : 4864 - 4891
  • [25] IMPROVED LOW-FREQUENCY DECAY ESTIMATION USING THE MULTITAPER SPECTRAL-ANALYSIS METHOD
    WALDEN, AT
    GEOPHYSICAL PROSPECTING, 1990, 38 (01) : 61 - 86
  • [26] Multidimensional reassignment method
    Djurovic, I
    Stankovic, L
    Bastiaans, MJ
    TELSIKS 2001, VOL 1 & 2, PROCEEDINGS, 2001, : 13 - 16
  • [27] Improving FM-Based Passive Forward-Scattering Signature Readability Using Multitaper Reassignment
    Plotka, Marek
    Abratkiewicz, Karol
    Malanowski, Mateusz
    2023 24TH INTERNATIONAL RADAR SYMPOSIUM, IRS, 2023,
  • [28] Training Based Channel Estimation for Multitaper GFDM System
    Bandari, Shravan Kumar
    Vakamulla, Venkata Mani
    Drosopoulos, A.
    MOBILE INFORMATION SYSTEMS, 2017, 2017
  • [29] Minimum-Variance Multitaper Spectral Estimation on the Sphere
    Mark A. Wieczorek
    Frederik J. Simons
    Journal of Fourier Analysis and Applications, 2007, 13 : 665 - 692
  • [30] Multitaper Smoothed Minimum Statistics Noise Power Estimation
    Castellanos, Ricardo
    Erdol, Nurgun
    Zhuang, Hanqi
    INTERDISCIPLINARY TOPICS IN APPLIED MATHEMATICS, MODELING AND COMPUTATIONAL SCIENCE, 2015, 117 : 133 - 139