Time-frequency image enhancement based on interference suppression in Wigner-Ville distribution

被引:48
|
作者
Khan, Nabeel Ali [1 ]
Sandsten, Maria [2 ]
机构
[1] Fed Urdu Univ, Dept Elect Engn, Islamabad, Pakistan
[2] Lund Univ, Ctr Math Sci, Math Stat, S-22100 Lund, Sweden
关键词
Time-frequency analysis; Directional Gaussian filter; Time-frequency image enhancement; Wigner-Ville distribution; Smoothing kernel; Multi-component signals; FRACTIONAL FOURIER-TRANSFORM;
D O I
10.1016/j.sigpro.2016.02.027
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
This paper proposes a time-frequency (t-f)image enhancement method for suppressing interference terms in the Wigner-Ville distribution. The proposed technique adapts the direction of the smoothing kernel locally at each t-f point, so that the smoothing kernel remains aligned with the ridges of the auto-terms. This local alignment of the smoothing kernel reduces cross-terms without degrading the energy concentration of auto-terms. The results indicate that the proposed time-frequency distribution outperforms other methods in terms of its ability to resolve close signal components. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:80 / 85
页数:6
相关论文
共 50 条
  • [1] New time-frequency distribution based on the polynomial Wigner-Ville distribution and L class of Wigner-Ville distribution
    Wang, Y.
    Jiang, Y. C.
    IET SIGNAL PROCESSING, 2010, 4 (02) : 130 - 136
  • [2] DECOMPOSITION OF THE WIGNER-VILLE DISTRIBUTION AND TIME-FREQUENCY DISTRIBUTION SERIES
    QIAN, S
    CHEN, DP
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1994, 42 (10) : 2836 - 2842
  • [3] Time-frequency analysis on Wigner-Ville distribution of seismic signal based on time-frequency rearrangement
    Wu, Xiao-Yang
    Liu, Tian-You
    Shiyou Diqiu Wuli Kantan/Oil Geophysical Prospecting, 2009, 44 (02): : 201 - 205
  • [4] Chirplet Wigner-Ville distribution for time-frequency representation and its application
    Chen, G.
    Chen, J.
    Dong, G. M.
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2013, 41 (1-2) : 1 - 13
  • [5] The use of a filter bank and the Wigner-Ville distribution for time-frequency representation
    Sattar, F
    Salomonsson, G
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1999, 47 (06) : 1776 - 1783
  • [6] Time-Frequency Characteristics of PSWF with Wigner-Ville Distributions
    Lu Faping
    Wang Hongxing
    Liu Xiao
    Liu Chuanhui
    Kang Jiafang
    Miao Xingji
    2016 IEEE INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING (ICSIP), 2016, : 568 - 572
  • [7] Crossterm suppression in Wigner-Ville distribution based on CLEAN in frequency domain
    Zou, Hong
    Bao, Zheng
    Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2002, 24 (01):
  • [8] Diesel Engine Valve Fault Diagnosis Based on Pseudo Wigner-Ville Time-frequency Distribution
    Cai, Yanping
    Yao, Liang
    He, Yanping
    Wang, Tao
    Feng, Guoyan
    INTERNATIONAL CONFERENCE ON ELECTRICAL AND CONTROL ENGINEERING (ICECE 2015), 2015, : 129 - 134
  • [9] An inventive quadratic time-frequency scheme based on Wigner-Ville distribution for classification of sEMG signals
    Khezri, M.
    Jahed, M.
    2007 6TH INTERNATIONAL SPECIAL TOPIC CONFERENCE ON INFORMATION TECHNOLOGY APPLICATIONS IN BIOMEDICINE, 2007, : 164 - 167
  • [10] Enhancement of Wigner-Ville distribution function
    Lee, JH
    Kim, J
    Kim, HJ
    IMAC-XVIII: A CONFERENCE ON STRUCTURAL DYNAMICS, VOLS 1 AND 2, PROCEEDINGS, 2000, 4062 : 51 - 57