An efficient algorithm for Gaussian-based signal decomposition

被引：0
|
作者：
Hong, Z [1 ]
Zheng, B [1 ]
机构：
[1] Xidian Univ, Xian 710071, Peoples R China
来源：
PROCEEDINGS OF THE TENTH IEEE WORKSHOP ON STATISTICAL SIGNAL AND ARRAY PROCESSING | 2000年
关键词：
D O I：
10.1109/SSAP.2000.870115
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Parameter estimation of each atom in the adaptive Gaussian basis representation (AGR) is a key problem determining signal decomposition results, which requires an effective parameter estimation algorithm. In this paper, an efficient algorithm is proposed to estimate the time-frequency atoms in AGR. Compared with the algorithm presented in AGR, the parameter estimation is more adaptive, and the estimation accuracy is greatly improved through an iterative method. Numerical simulations confirm the results.
引用
收藏
页码：221 / 224
页数：4
相关论文
共 50 条
  • [31] Rubik Gaussian-based patterns for dynamic texture classification
    Thanh Tuan Nguyen
    Thanh Phuong Nguyen
    Bouchara, Frederic
    PATTERN RECOGNITION LETTERS, 2020, 135 : 180 - 187
  • [32] A comparison between different Gaussian-based Mixture Models
    Najar, Fatma
    Bourouis, Sami
    Bouguila, Nizar
    Belghith, Safya
    2017 IEEE/ACS 14TH INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS (AICCSA), 2017, : 704 - 708
  • [33] Gaussian-based codebook model for video background subtraction
    Li, Yongbin
    Chen, Feng
    Xu, Wenli
    Du, Youtian
    ADVANCES IN NATURAL COMPUTATION, PT 2, 2006, 4222 : 762 - 765
  • [34] Development of a Gaussian-Based Alignment Algorithm for the Ultrahigh-Resolution Mass Spectra of Dissolved Organic Matter
    Fu, Qing-Long
    Fujii, Manabu
    Ma, Rui
    ANALYTICAL CHEMISTRY, 2023, 95 (05) : 2796 - 2803
  • [35] Development of a Gaussian-Based Alignment Algorithm for the Ultrahigh-Resolution Mass Spectra of Dissolved Organic Matter
    Fu, Qing-Long
    Fujii, Manabu
    Ma, Rui
    ANALYTICAL CHEMISTRY, 2023, : 2796 - 2803
  • [36] Gaussian-Based filters for detecting martian dust devils
    Yang, Feng
    Mlsna, Phillip A.
    Geissler, Paul
    7TH IEEE SOUTHWEST SYMPOSIUM ON IMAGE ANALYSIS AND INTERPRETATION, 2006, : 46 - +
  • [37] Gaussian-based adaptive frame skipping for visual object tracking
    Gao, Fei
    You, Shengzhe
    Ge, Yisu
    Zhang, Shifeng
    VISUAL COMPUTER, 2024, 40 (10): : 6897 - 6912
  • [38] Gaussian-Based Approach to Subpixel Detection of Blurred and Unsharp Edges
    Fabijanska, Anna
    FEDERATED CONFERENCE ON COMPUTER SCIENCE AND INFORMATION SYSTEMS, 2014, 2014, 2 : 641 - 650
  • [39] Gaussian-based routines to impute categorical variables in health surveys
    Yucel, Recai M.
    He, Yulei
    Zaslavsky, Alan M.
    STATISTICS IN MEDICINE, 2011, 30 (29) : 3447 - 3460
  • [40] Covariance-Based Measurement Selection Criterion for Gaussian-Based Algorithms
    Auat Cheein, Fernando A.
    ENTROPY, 2013, 15 (01) : 287 - 310
12345