AN INTEGRAL OPERATOR BASED ADAPTIVE SIGNAL SEPARATION APPROACH

被引:0
|
作者
Hu, Xiyuan [1 ]
Peng, Silong [1 ]
Hwang, Wen-Liang
机构
[1] Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China
关键词
Integral equation; intrinsic mode function; operator based; Null Space Pursuit (NSP); EMPIRICAL MODE DECOMPOSITION;
D O I
暂无
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
The operator-based signal separation approach uses an adaptive operator to separate a signal into additive subcomponents. And different types of operator can depict different properties of a signal. In this paper, we define a new kind of integral operator which can be derived from the second kind of Fredholm integral equation. Then, we analyze the properties of the proposed integral operator and discuss its relation to the second condition of Intrinsic Mode Function (IMF). To demonstrate the robustness and efficacy of the proposed operator, we incorporate it into the Null Space Pursuit algorithm to separate several multicomponent signals, including a real-life signal.
引用
收藏
页码:6103 / 6107
页数:5
相关论文
共 50 条
  • [41] Nonlinear blind signal separation: An RBF-based network approach
    Tan, Y
    2000 5TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS, VOLS I-III, 2000, : 1739 - 1742
  • [42] Visualization of brain dynamics based on the robust approach of blind signal separation
    Konno, Yoshio
    Cao, Jianting
    Takeda, Tsunehiro
    Endo, Hiroshi
    Tanaka, Mamoru
    2007 INAUGURAL IEEE INTERNATIONAL CONFERENCE ON DIGITAL ECOSYSTEMS AND TECHNOLOGIES, 2007, : 31 - +
  • [43] MULTIVALENT FUNCTIONS BASED ON A LINEAR INTEGRAL OPERATOR
    Darus, Maslina
    Ibrahim, Rabha W.
    MISKOLC MATHEMATICAL NOTES, 2010, 11 (01): : 43 - 52
  • [44] High speed adaptive signal progressing using the delta operator
    Fan, HH
    De, P
    DIGITAL SIGNAL PROCESSING, 2001, 11 (01) : 3 - 34
  • [45] Nonlinear Adaptive Approach to Microjet-Based Flow Separation Control
    Reese, Brandon M.
    Collins, Emmanuel G., Jr.
    Fernandez, Erik
    Alvi, Farrukh S.
    AIAA JOURNAL, 2016, 54 (10) : 3002 - 3014
  • [46] An adaptive signal strength based localization approach for wireless sensor networks
    G. Kiruthiga
    M. Mohanapriya
    Cluster Computing, 2019, 22 : 10439 - 10448
  • [47] An adaptive signal strength based localization approach for wireless sensor networks
    Kiruthiga, G.
    Mohanapriya, M.
    CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2019, 22 (Suppl 5): : 10439 - 10448
  • [48] A new implementation approach for cyclostationary signal-based adaptive arrays
    Ueng, FB
    Yu, SJ
    2005 IEEE/ACES International Conference on Wireless Communications and Applied Computational Electromagnetics, 2005, : 979 - 982
  • [49] Adaptive multiple subtraction based on multi-traces convolutional signal blind separation
    Li Zhong-Xiao
    Lu Wen-Kai
    Pang Ting-Hua
    Wang Ji
    CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION, 2012, 55 (04): : 1325 - 1334
  • [50] On an integral operator
    Pescar, Virgil
    Breaz, Daniel
    APPLIED MATHEMATICS LETTERS, 2010, 23 (05) : 625 - 629