Tomography time-frequency transform

被引:10
|
作者
Zhang, F
Bi, G
Chen, YQ
机构
[1] Nanyang Technol Univ, Sch Elect & Elect Engn, Informat Syst Res Lab, Singapore 2263, Singapore
[2] Fudan Univ, Dept Comp Sci & Engn, Shanghai 200433, Peoples R China
关键词
nonstationary signals; time-frequency; time-frequency analysis;
D O I
10.1109/TSP.2002.1003054
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
The paper shows that the fractional Fourier transform (FRET) of a signal is the Radon transform of the time-frequency distribution of the same signal. Therefore, a time-frequency distribution known as the tomography time-frequency transform (TTFT) is defined as the inverse Radon transform of the FRFT of the signal. Because the computation of the TTFT does not explicitly require any window or kernel function, high resolutions in both the frequency and time domains can be achieved. When the signal contains multiple components, the cross terms can be effectively removed by an adaptive filtering process that is applied on the FRFT rather than the final result. Therefore, distortions made by the filtering process on the desired signal components can be minimized.
引用
收藏
页码:1289 / 1297
页数:9
相关论文
共 50 条
  • [1] Time-frequency transform used in radar Doppler tomography
    Swiercz, Ewa
    [J]. 2014 15TH INTERNATIONAL RADAR SYMPOSIUM (IRS), 2014,
  • [2] Time-frequency synchroextracting transform
    Zhang, Ran
    Liu, Xingxing
    Zheng, Yongjun
    Lv, Haotun
    Li, Baosheng
    Yang, Shenghui
    Tan, Yu
    [J]. IET SIGNAL PROCESSING, 2022, 16 (02) : 117 - 131
  • [3] A NEW TRANSFORM FOR TIME-FREQUENCY ANALYSIS
    KUMAR, A
    FUHRMANN, DR
    FRAZIER, M
    JAWERTH, BD
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1992, 40 (07) : 1697 - 1707
  • [4] Inversion and Normalization of Time-Frequency Transform
    Liu, Lintao
    Hsu, Houtse
    [J]. APPLIED MATHEMATICS & INFORMATION SCIENCES, 2012, 6 : 67 - 74
  • [5] WAVELET TRANSFORM AND TIME-FREQUENCY DISTRIBUTIONS
    POSCH, TE
    [J]. ADVANCED ALGORITHMS AND ARCHITECTURES FOR SIGNAL PROCESSING IV, 1989, 1152 : 477 - 482
  • [6] Nonstationary local time-frequency transform
    Chen, Yangkang
    [J]. GEOPHYSICS, 2021, 86 (03) : V245 - V254
  • [7] Parameterized Resampling Time-Frequency Transform
    Li, Tianqi
    He, Qingbo
    Peng, Zhike
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2022, 70 : 5791 - 5805
  • [8] General Parameterized Time-Frequency Transform
    Yang, Y.
    Peng, Z. K.
    Dong, X. J.
    Zhang, W. M.
    Meng, G.
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2014, 62 (11) : 2751 - 2764
  • [9] Enhancing Time-Frequency Concentration and Accuracy Using an Improved Time-Frequency Synchrosqueezing Transform
    Yang, Yaocheng
    Zhang, Jialiang
    Li, Yifan
    Ni, Qing
    Wang, Biao
    [J]. IEEE Sensors Journal, 2024, 24 (23) : 39334 - 39343
  • [10] Time-frequency localization for the short time Fourier transform
    Lamouchi, H.
    Omri, S.
    [J]. INTEGRAL TRANSFORMS AND SPECIAL FUNCTIONS, 2016, 27 (01) : 43 - 54