Statistical Recognition of Multivariate Non-Gaussian Patterns

被引：0
|
作者：
V. S. Mukha
机构：
[1] Belarussian State University of Informatics and Radioelectronics,
来源：
Automation and Remote Control | 2001年 / 62卷
关键词：
Mechanical Engineer; Pattern Distribution; Modeling Experiment; System Theory; Decision Rule;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Statistical recognition of multivariate patterns is investigated for the case in which the attribute vectors of patterns have non-Gaussian distributions and only the moments of these distributions are known. A recognition approach based on the approximation of pattern distributions by Gram–Charlier series and use of the Bayes decision rule is developed. New decision rules are designed. A computer-aided modeling experiment is described.
引用
收藏
页码：580 / 589
页数：9
相关论文
共 50 条
  • [31] Non-gaussian mode coupling and the statistical cosmological principle
    LoVerde, Marilena
    Nelson, Elliot
    Shandera, Sarah
    JOURNAL OF COSMOLOGY AND ASTROPARTICLE PHYSICS, 2013, (06):
  • [32] Non-Gaussian Uncertainty Propagation in Statistical Circuit Simulation
    Tang, Qian Ying
    Spanos, Costas
    2011 12TH INTERNATIONAL SYMPOSIUM ON QUALITY ELECTRONIC DESIGN (ISQED), 2011, : 417 - 424
  • [33] STATISTICAL CHARACTERISTICS OF RELATION FOR NON-GAUSSIAN SIGNALS ENVELOPES
    MELITITSKY, VA
    KLENIN, GI
    IZVESTIYA VYSSHIKH UCHEBNYKH ZAVEDENII RADIOELEKTRONIKA, 1978, 21 (05): : 55 - 59
  • [34] Incremental Non-Gaussian Analysis on Multivariate EEG Signal Data
    Ng, Kam Swee
    Yang, Hyung-Jeong
    Kim, Soo-Hyung
    Kim, Sun-Hee
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2012, E95D (12): : 3010 - 3016
  • [35] Sensor fault identification and isolation for multivariate non-Gaussian processes
    Ge, Zhiqiang
    Xie, Lei
    Kruger, Uwe
    Lamont, Lisa
    Song, Zhihuan
    Wang, Shuqing
    JOURNAL OF PROCESS CONTROL, 2009, 19 (10) : 1707 - 1715
  • [36] An efficient methodology for simulating multivariate non-Gaussian stochastic processes
    Li, Yang
    Xu, Jun
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2024, 209
  • [37] Changing correlations: a flexible definition of non-Gaussian multivariate dependence
    Bardossy, Andras
    STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2023, 37 (07) : 2619 - 2629
  • [38] A Multivariate Non-Gaussian Bayesian Filter Using Power Moments
    Wu, Guangyu
    Lindquist, Anders
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2024, 69 (09) : 6010 - 6025
  • [39] STATISTICAL CHARACTERISTICS OF ADDITIVE MIXTURE ENVELOPES OF NON-GAUSSIAN, PERIODICALLY NON-STATIONARY RADIO SIGNAL AND NON-GAUSSIAN INTERFERENCE
    AKINSHIN, NS
    RUMYANTSEV, VL
    MIKHAILOV, AV
    MELITITSKAYA, VV
    IZVESTIYA VYSSHIKH UCHEBNYKH ZAVEDENII RADIOELEKTRONIKA, 1988, 31 (04): : 84 - 87
  • [40] Multivariate Modeling of Variability Supporting Non-Gaussian and Correlated Parameters
    Lange, Andre
    Sohrmann, Christoph
    Jancke, Roland
    Haase, Joachim
    Cheng, Binjie
    Asenov, Asen
    Schlichtmann, Ulf
    IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2016, 35 (02) : 197 - 210
12345