Blind source separation by entropy rate minimization

被引：5
|
作者：
Gómez-Herrero G. [1 ]
Rutanen K. [1 ]
Egiazarian K. [1 ]
机构：
[1] Department of Signal Processing, Tampere University of Technology, Tampere
来源：
IEEE Signal Processing Letters | 2010年 / 17卷 / 02期
关键词：
Blind source separation; Electroencephalography; Independent component analysis;
D O I：
10.1109/LSP.2009.2035731
中图分类号：
学科分类号：
摘要：
An algorithm for the blind separation of mutually independent and/or temporally correlated sources is presented in this letter. The algorithm is closely related to the maximum likelihood approach based on entropy rate minimization but uses a simpler contrast function that can be accurately and efficiently estimated using nearest-neighbor distances. The advantages of the new algorithm are highlighted using simulations and real electroencephalographic data. © 2009 IEEE.
引用
收藏
页码：153 / 156
页数：3
相关论文
共 50 条
  • [21] A CONVEX MODEL AND L1 MINIMIZATION FOR MUSICAL NOISE REDUCTION IN BLIND SOURCE SEPARATION
    Ma, Wenye
    Yu, Meng
    Xin, Jack
    Osher, Stanley
    COMMUNICATIONS IN MATHEMATICAL SCIENCES, 2012, 10 (01) : 223 - 238
  • [22] On real and complex valued l1-norm minimization for overcomplete blind source separation
    Winter, S
    Sawada, H
    Makino, S
    2005 WORKSHOP ON APPLICATIONS OF SIGNAL PROCESSING TO AUDIO AND ACOUSTICS (WASPAA), 2005, : 86 - 89
  • [23] Separation of direct sounds from early reflections using the Entropy Rate Bound Minimization algorithm
    Baque, Mathieu
    Guerin, Alexandre
    Melon, Manuel
    60TH AES INTERNATIONAL CONFERENCE ON DREAMS (DEREVERBERATION AND REVERBERATION OF AUDIO, MUSIC, AND SPEECH), 2016,
  • [24] Mixing and non-mixing local minima of the entropy contrast for blind source separation
    Vrins, Frederic
    Pham, Dinh-Tuan
    Verleysen, Michel
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2007, 53 (03) : 1030 - 1042
  • [25] Blind source separation using maximum entropy PDF estimation based on fractional moments
    Bastami, Babak Abbasi
    Amindavar, Hamidreza
    BAYESIAN INFERENCE AND MAXIMUM ENTROPY METHODS IN SCIENCE AND ENGINEERING, 2006, 872 : 131 - +
  • [26] Blind Rhythmic Source Separation
    Kim, Minje
    Yoo, Jiho
    Kang, Kyeongok
    Choi, Seungjin
    JOURNAL OF THE ACOUSTICAL SOCIETY OF KOREA, 2009, 28 (08): : 697 - 705
  • [27] Compressive Blind Source Separation
    Wu, Yiyue
    Chi, Yuejie
    Calderbank, Robert
    2010 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, 2010, : 89 - 92
  • [28] Blind source separation for BLAST
    Sansrimahachai, P
    Ward, DB
    Constantinides, AG
    DSP 2002: 14TH INTERNATIONAL CONFERENCE ON DIGITAL SIGNAL PROCESSING PROCEEDINGS, VOLS 1 AND 2, 2002, : 139 - 142
  • [29] MULTISCALE BLIND SOURCE SEPARATION
    Behr, Merle
    Holmes, Chris
    Munk, Axel
    ANNALS OF STATISTICS, 2018, 46 (02): : 711 - 744
  • [30] Superefficiency in blind source separation
    Amari, S
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1999, 47 (04) : 936 - 944
12345