Tracking Non-Stationary Spectral Peak Structure in EEG Data

被引：0
|
作者：
Prerau, Michael J. [1 ]
Purdon, Patrick L. [1 ]
Eden, Uri T. [2 ]
机构：
[1] Massachusetts Gen Hosp, Dept Anesthesia Crit Care & Pain Med, 149 13th St, Charlestown, MA 02129 USA
[2] Boston Univ, Dept Math & Stat, Boston, MA 02124 USA
来源：
2013 35TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) | 2013年
关键词：
INSTANTANEOUS FREQUENCY;
D O I：
暂无
中图分类号：
R318 [生物医学工程];
学科分类号：
0831 ;
摘要：
We develop a particle filter algorithm to simultaneously estimate and track the instantaneous peak frequency, amplitude, and bandwidth of multiple concurrent non-stationary components of an EEG signal in the time-frequency domain. We use this method to characterize human EEG activity during anesthesia-induced unconsciousness.
引用
收藏
页码：417 / 420
页数：4
相关论文
共 50 条
  • [1] Non-stationary multichannel spectral inversion of seismic data
    Yaoguang Sun
    Siyuan Cao
    Yuxin Su
    Jie Zhou
    Zhenshuo Ma
    Studia Geophysica et Geodaetica, 2025, 69 (1) : 41 - 56
  • [2] Non-Stationary Spectral Kernels
    Remes, Sami
    Heinonen, Markus
    Kaski, Samuel
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 30 (NIPS 2017), 2017, 30
  • [3] Instantaneous spectral analysis of non-stationary ship motion data
    Iseki, Toshio
    Proceedings of the 25th International Conference on Offshore Mechanics and Arctic Engineering, Vol 2, 2006, : 241 - 246
  • [4] Markovian Segmentation of Non-stationary Data Corrupted by Non-stationary Noise
    Habbouchi, Ahmed
    Boudaren, Mohamed El Yazid
    Senouci, Mustapha Reda
    Aissani, Amar
    ADVANCES IN COMPUTING SYSTEMS AND APPLICATIONS, 2022, 513 : 27 - 37
  • [5] Wavelet-based analysis of spectral rearrangements of EEG patterns and of non-stationary correlations
    Bozhokin, S. V.
    Suslova, I. B.
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2015, 421 : 151 - 160
  • [6] Wavelet Correlation of Non-stationary Bursts of EEG
    Bozhokin, S., V
    Suslova, I. B.
    BIOSIGNALS: PROCEEDINGS OF THE 14TH INTERNATIONAL JOINT CONFERENCE ON BIOMEDICAL ENGINEERING SYSTEMS AND TECHNOLOGIES - VOL 4: BIOSIGNALS, 2021, : 142 - 149
  • [7] Incremental kernel spectral clustering for online learning of non-stationary data
    Langone, Rocco
    Agudelo, Oscar Mauricio
    De Moor, Bart
    Suykens, Johan A. K.
    NEUROCOMPUTING, 2014, 139 : 246 - 260
  • [8] Tracking Non-stationary EEG Sources using Adaptive Online Recursive Independent Component Analysis
    Hsu, Sheng-Hsiou
    Pion-Tonachini, Luca
    Jung, Tzyy-Ping
    Cauwenberghs, Gert
    2015 37TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2015, : 4106 - 4109
  • [9] Adaptive Tracking Techniques in Non-Stationary Environments
    Pousinho, Andre
    Toledo, Manuel
    Ferreira, Teresa
    Lopez-Salcedo, Jose A.
    Locubiche-Serra, Sergi
    Seco-Granados, Gonzalo
    Ribot, Miguel Angel
    Jovanovic, Aleksandar
    Botteron, Cyril
    Farine, P. -A.
    Ioannides, Rigas
    PROCEEDINGS OF THE 28TH INTERNATIONAL TECHNICAL MEETING OF THE SATELLITE DIVISION OF THE INSTITUTE OF NAVIGATION (ION GNSS+ 2015), 2015, : 3107 - 3115
  • [10] PEAK STRUCTURAL RESPONSE TO NON-STATIONARY RANDOM EXCITATIONS
    SHINOZUKA, M
    YANG, JN
    JOURNAL OF SOUND AND VIBRATION, 1971, 16 (04) : 505 - +
12345