Prediction Techniques for Signal Separation

被引：0
|
作者：
Zhao, Yongjian [1 ]
机构：
[1] Shandong Univ, Sch Mech Elect & Informat Engn, Shandong 264209, Peoples R China
来源：
2018 3RD INTERNATIONAL CONFERENCE ON SMART CITY AND SYSTEMS ENGINEERING (ICSCSE) | 2018年
基金：
美国国家科学基金会;
关键词：
Separation; Source; Sensor; Mixture; Performance; Application; BLIND SOURCE SEPARATION; SOURCE EXTRACTION; AUTOCORRELATION; DECOMPOSITIONS; ALGORITHM;
D O I：
10.1109/ICSCSE.2018.00161
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Extracting all source signals from a large number of sensors may be not feasible and take a rather long time. A new objective function is developed here in terms of linear prediction. Then a learning algorithm for extraction of only one or a few source signals is deduced based on standard stochastic approximation. Computer simulations illustrate its validity and better performance.
引用
收藏
页码：750 / 754
页数：5
相关论文
共 50 条
  • [1] Flexible Techniques for Blind Signal Separation
    Zhao, Yongjian
    Hao, Manlan
    [J]. PROCEEDINGS OF THE 2016 5TH INTERNATIONAL CONFERENCE ON ENVIRONMENT, MATERIALS, CHEMISTRY AND POWER ELECTRONICS, 2016, 84 : 669 - 672
  • [2] Robust Techniques For Sequential Signal Separation
    Zhao, Yongjian
    Jiang, Bin
    [J]. 2018 11TH INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION (ICICTA 2018), 2018, : 120 - 124
  • [3] Dimension Reduction Techniques for Signal Separation Algorithms
    Abouzid, Houda
    Chakkor, Otman
    [J]. BIG DATA, CLOUD AND APPLICATIONS, BDCA 2018, 2018, 872 : 326 - 340
  • [4] Batch Learning Techniques for Blind Signal Separation
    Zhao, Yongjian
    Hao, Manlan
    [J]. 2017 INTERNATIONAL CONFERENCE ON SMART GRID AND ELECTRICAL AUTOMATION (ICSGEA), 2017, : 398 - 402
  • [5] Beamforming techniques for multichannel audio signal separation
    Adel, Hidri
    Souad, Meddeb
    Alaqeeli, Abdulqadir
    Hamid, Amiri
    [J]. International Journal of Digital Content Technology and its Applications, 2012, 6 (20) : 659 - 667
  • [6] Sensor Signal Preprocessing Techniques for Analysis and Prediction
    Monte, Gustavo
    [J]. IECON 2008: 34TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOLS 1-5, PROCEEDINGS, 2008, : 1726 - 1731
  • [7] RBI-EMML signal separation for imaging techniques
    Meidunas, E
    Puetz, A
    Hoke, M
    Byrne, C
    [J]. ALGORITHMS AND TECHNOLOGIES FOR MULTISPECTRAL, HYPERSPECTRAL, AND ULTRASPECTRAL IMAGERY VIII, 2002, 4725 : 275 - 289
  • [8] Evaluation of Multichannel Speech Signal Separation with Beamforming Techniques
    Hussain, A.
    Chellappan, K.
    Zamratol, Siti M.
    [J]. 2014 IEEE CONFERENCE ON BIOMEDICAL ENGINEERING AND SCIENCES (IECBES), 2014, : 766 - 771
  • [9] RECENT IMPROVEMENTS IN PREDICTION TECHNIQUES FOR SUPERSONIC WEAPON SEPARATION
    CENKO, A
    WASKIEWICZ, J
    [J]. JOURNAL OF AIRCRAFT, 1983, 20 (08): : 659 - 665
  • [10] Blind binary signal separation using joint diagonalization techniques
    van der Veen, AJ
    [J]. MATHEMATICS IN SIGNAL PROCESSING IV, 1998, 67 : 67 - 77
12345