Time-varying bispectral analysis of non-stationary signals

被引:2
|
作者
Akan, A [1 ]
Artan, RBÜ [1 ]
机构
[1] Istanbul Univ, Dept Elect & Elect Engn, TR-34850 Istanbul, Turkey
关键词
D O I
10.1109/ISSPA.2003.1224767
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we combine the Higher Order Statistics (HOS) and evolutionary spectral analysis approaches for non-stationary signals. HOS are useful for the analysis of non-Gaussian, non-linear and non-stationary properties of processes. Time-frequency analysis is used to reveal the time-varying features of a signal. We present a method for the calculation of a Time-Dependent higher order spectrum Evolutionary Bispectrum - based on the multi-window Gabor expansion.
引用
收藏
页码:569 / 572
页数:4
相关论文
共 50 条
  • [41] Time-Varying Functional Principal Components for Non-Stationary EpCO2 in Freshwater Systems
    Elayouty, Amira
    Scott, Marian
    Miller, Claire
    JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 2022, 27 (03) : 506 - 522
  • [42] Prediction of Packet Loss Rate in Non-Stationary Networks Based on Time-Varying Autoregressive Sequences
    Wu, Xiaorui
    Wu, Chunling
    Deng, Pei
    ELECTRONICS, 2023, 12 (05)
  • [43] Time frequency and array processing of non-stationary signals
    Adel Belouchrani
    Karim Abed-Meraim
    Boualem Boashash
    EURASIP Journal on Advances in Signal Processing, 2012
  • [44] Construction of non-stationary hydrological drought assessment methods based on time-varying parameters and thresholds
    Wang M.
    Jiang S.
    Ren L.
    Yang X.
    Fang X.
    Yan D.
    Shuili Xuebao/Journal of Hydraulic Engineering, 2023, 54 (12): : 1507 - 1518
  • [45] Inference for time-varying signals using locally stationary processes
    Anderson, Rachele
    Sandsten, Maria
    JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2019, 347 : 24 - 35
  • [46] FILTERING NON-STATIONARY SIGNALS
    ABDRABBO, NA
    PRIESTLE.MB
    JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1969, 31 (01) : 150 - &
  • [47] TVAR Time-frequency Analysis for Non-stationary Vibration Signals of Spacecraft
    Hai, Yang
    Wei, Cheng
    Hong, Zhu
    CHINESE JOURNAL OF AERONAUTICS, 2008, 21 (05) : 423 - 432
  • [48] An integrated framework for non-stationary hydrological drought assessment using time-varying parameter standardized streamflow index and time-varying threshold level method
    Wang, Menghao
    Jiang, Shanhu
    Ren, Liliang
    Xu, Junzeng
    Yuan, Shanshui
    Xu, Chong-Yu
    JOURNAL OF HYDROLOGY-REGIONAL STUDIES, 2025, 59
  • [49] Polynomial time-frequency distributions and time-varying higher-order spectra: A review of performance for non-stationary signal analysis
    Boashash, B
    Ristic, B
    ISSPA 96 - FOURTH INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND ITS APPLICATIONS, PROCEEDINGS, VOLS 1 AND 2, 1996, : 650 - 653
  • [50] QUASI-STATIONARY ANALYSIS OF LINEAR TIME-VARYING SYSTEMS EXCITED BY MODULATED SIGNALS
    BLINCHIKOFF, HJ
    HUGGINS, WH
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 1971, 292 (05): : 369 - +