Time-frequency distribution based on bi-directional Gaussian kernel and its application in instantaneous frequency estimation

被引:0
|
作者
Li, Jiaqiang [1 ]
Jin, Ronghong [1 ]
Wang, Wei [1 ]
Geng, Junping [1 ]
Rui, Xianyi [1 ]
Yang, Guomin [1 ]
机构
[1] Shanghai Jiao Tong Univ, Dept Elect Engn, Shanghai 200040, Peoples R China
关键词
time-frequency distribution; cross terms; instantaneous frequency estimation;
D O I
暂无
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
In this paper, a kernel based on bi-directional Gaussian function is proposed to compute time-frequency distribution (TFD) of non-stationary signals. By controlling two parameters of the kernel in time lag, and frequency lag directions, the new distribution makes a good improvement in time-frequency resolution and avoids the influence of cross terms. The application in instantaneous frequency (IF) estimation also demonstrates the distribution effective. Simulation results show that the TFD has good performance.
引用
收藏
页码:250 / +
页数:2
相关论文
共 50 条
  • [31] Instantaneous Frequency Estimation of FM Signals under Gaussian and Symmetric α-Stable Noise: Deep Learning versus Time-Frequency Analysis
    Razzaq, Huda Saleem
    Hussain, Zahir M.
    INFORMATION, 2023, 14 (01)
  • [32] Parameter estimation of FH signals based on optimal kernel time-frequency analysis in α stable distribution noise
    Jin, Yan
    Peng, Ying
    Ji, Hong-Bing
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2015, 37 (05): : 985 - 991
  • [33] Algorithm for the instantaneous frequency estimation using time-frequency distributions with adaptive window width
    Stankovic, L
    Katkovnik, V
    IEEE SIGNAL PROCESSING LETTERS, 1998, 5 (09) : 224 - 227
  • [34] Influence of high noise on the instantaneous frequency estimation using quadratic time-frequency distributions
    Djurovic, I
    Stankovic, L
    IEEE SIGNAL PROCESSING LETTERS, 2000, 7 (11) : 317 - 319
  • [35] Parameter Estimation of Frequency-hopping Signals Based on Sparse Time-frequency Distribution
    Jin Yan
    Zhou Lei
    Ji Hongbing
    JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY, 2018, 40 (03) : 663 - 669
  • [36] Time-frequency readability enhancement of compact support kernel-based distributions using image post-processing: Application to instantaneous frequency estimation of M-ary frequency shift keying
    Adoul, Mohammed Amin
    Abed, Mansour
    Belouchrani, Adel
    DIGITAL SIGNAL PROCESSING, 2022, 127
  • [37] Robust wigner distribution with application to the instantaneous frequency estimation
    Djurovic, I
    Stankovic, L
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2001, 49 (12) : 2985 - 2993
  • [38] Time-frequency distribution based on local frequency and EMD
    Liu, Shulin
    Wang, Hui
    Ma, Rui
    Zha, Haifeng
    2008 INTERNATIONAL CONFERENCE ON AUDIO, LANGUAGE AND IMAGE PROCESSING, VOLS 1 AND 2, PROCEEDINGS, 2008, : 112 - 117
  • [39] Novel direction of arrival estimation using Adaptive Directional Spatial Time-Frequency Distribution
    Khan, Nabeel Ali
    Ali, Sadiq
    Mohammadi, Mokhtar
    Akram, Jamal
    SIGNAL PROCESSING, 2020, 168 (168)
  • [40] Time-frequency analysis application to the evaluation of instantaneous combustion noise
    D'Ambrosio, Stefano
    Ferrari, Alessandro
    Jin, Zhiru
    FUEL, 2022, 312