Non-stationary independent component analysis

被引：0
|
作者：
Everson, R [1 ]
Roberts, SJ [1 ]
机构：
[1] Univ London Imperial Coll Sci Technol & Med, Dept Elect & Elect Engn, London SW7 2BT, England
来源：
NINTH INTERNATIONAL CONFERENCE ON ARTIFICIAL NEURAL NETWORKS (ICANN99), VOLS 1 AND 2 | 1999年 / 470期
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Blind source separation with non-stationary mixing, but stationary sources is considered. The linear mixing of the independent sources is modelled as evolving according to a first order Markov process, and a method for tracking the mixing and simultaneously inferring the sources is presented. Observational noise is included in the model. The technique is illustrated with numerical examples.
引用
收藏
页码：503 / 508
页数：6
相关论文
共 50 条
  • [31] Wavelet analysis of non-stationary speckle patterns
    Zakharov, PV
    Zimnyakov, DA
    SARATOV FALL MEETING 2001: COHERENT OPTICS OF ORDERED AND RANDOM MEDIA II, 2002, 4705 : 203 - 207
  • [32] Non-stationary analysis of extracellular neural activity
    Li, D
    Magnuson, DSK
    Jung, R
    NEUROCOMPUTING, 2000, 32 : 1083 - 1093
  • [33] Non-stationary delay analysis of runway systems
    Stolletz, Raik
    OR SPECTRUM, 2008, 30 (01) : 191 - 213
  • [34] Non-stationary analysis of rotor/casing rubbing
    Ding, Qian
    Chen, Yushu
    Hangkong Dongli Xuebao/Journal of Aerospace Power, 2000, 15 (02): : 191 - 195
  • [35] Non-stationary Analysis Applied to Tribocorrosion Signals
    Kappel, Marco Andre A.
    Silva, Danillo Pedro
    Sanchez-Amaya, Jose Maria
    Domingos, Roberto P.
    Bastos, Ivan Napoleao
    REVISTA VIRTUAL DE QUIMICA, 2015, 7 (05) : 1651 - 1662
  • [36] Non-stationary delay analysis of runway systems
    Raik Stolletz
    OR Spectrum, 2008, 30 : 191 - 213
  • [37] Analysis of non-stationary dynamics in the financial system
    Guharay, Samar K.
    Thakur, Gaurav S.
    Goodman, Fred J.
    Rosen, Scott L.
    Houser, Daniel
    ECONOMICS LETTERS, 2013, 121 (03) : 454 - 457
  • [38] Analysis of Non-stationary Signals by Recurrence Dissimilarity
    Rysak, Andrzej
    Litak, Grzegorz
    Mosdorf, Romuald
    RECURRENCE PLOTS AND THEIR QUANTIFICATIONS: EXPANDING HORIZONS, 2016, 180 : 65 - 90
  • [39] Analysis of non-stationary signals in power systems
    Leonowicz, Z
    COMPEL-THE INTERNATIONAL JOURNAL FOR COMPUTATION AND MATHEMATICS IN ELECTRICAL AND ELECTRONIC ENGINEERING, 2004, 23 (02) : 381 - 391
  • [40] On the non-stationary Maxwellians
    Gordevskyy, VD
    MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2004, 27 (02) : 231 - 247
12345