A complex generalized model of autoregression of non-Gaussian processes

被引:0
|
作者
Kharkov National University of Radioelectronics, Kharkov, Ukraine [1 ]
机构
来源
Radioelectron. Commun. Syst. | 2006年 / 8卷 / 14-20期
关键词
Mathematical models - Random processes - Regression analysis - Spectrum analysis - Statistics;
D O I
暂无
中图分类号
学科分类号
摘要
The paper is devoted to the problem of generation of higher-order statistics for complex non-Gaussian random processes. The generalized complex autoregressive models based on the moment functions are set up. A technique is developed for generation of complex non-Gaussian random processes by prescribed parameters of higher-order spectra. © 2007 by Allerton Press, Inc.
引用
下载
收藏
相关论文
共 50 条
  • [21] INFORMATION RATES OF NON-GAUSSIAN PROCESSES
    GERRISH, AM
    SCHULTHEISS, PM
    IEEE TRANSACTIONS ON INFORMATION THEORY, 1964, 10 (04) : 265 - &
  • [22] Adaptive filtering for non-Gaussian processes
    Kidmose, P
    2000 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, PROCEEDINGS, VOLS I-VI, 2000, : 424 - 427
  • [23] Model for Non-Gaussian Sea Clutter Amplitudes Using Generalized Inverse Gaussian Texture
    Xue, Jian
    Xu, Shuwen
    Liu, Jun
    Shui, Penglang
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2019, 16 (06) : 892 - 896
  • [24] State Space Gaussian Processes with Non-Gaussian Likelihood
    Nickisch, Hannes
    Solin, Arno
    Grigorievskiy, Alexander
    INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 80, 2018, 80
  • [25] GAUSSIAN AND NON-GAUSSIAN PROCESSES OF ZERO POWER VARIATION
    Russo, Francesco
    Viens, Frederi
    ESAIM-PROBABILITY AND STATISTICS, 2015, 19 : 414 - 439
  • [26] A non-Gaussian puff model
    Tirabassi, T
    Rizza, U
    NUOVO CIMENTO DELLA SOCIETA ITALIANA DI FISICA C-COLLOQUIA ON PHYSICS, 1997, 20 (03): : 453 - 459
  • [27] Generalized Mehler semigroups:: The non-Gaussian case
    Fuhrman, M
    Röckner, M
    POTENTIAL ANALYSIS, 2000, 12 (01) : 1 - 47
  • [28] Generalized Mehler Semigroups: The Non-Gaussian Case
    Marco Fuhrman
    Michael Röckner
    Potential Analysis, 2000, 12 : 1 - 47
  • [30] APPROXIMATION AND GENERATION OF GAUSSIAN AND NON-GAUSSIAN STATIONARY-PROCESSES
    AMMON, D
    STRUCTURAL SAFETY, 1990, 8 (1-4) : 153 - 160