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自适应扩散算法与差分法结合用于检测非平稳信号

谭小刚 李立萍 魏平

谭小刚, 李立萍, 魏平. 自适应扩散算法与差分法结合用于检测非平稳信号. 自动化学报, 2007, 33(9): 931-935. doi: 10.1360/aas-007-0931
引用本文: 谭小刚, 李立萍, 魏平. 自适应扩散算法与差分法结合用于检测非平稳信号. 自动化学报, 2007, 33(9): 931-935. doi: 10.1360/aas-007-0931
TAN Xiao-Gang, LI Li-Ping, WEI Ping. Combining Adaptive Diffusion with Difference for Detecting Nonstationary Signals. ACTA AUTOMATICA SINICA, 2007, 33(9): 931-935. doi: 10.1360/aas-007-0931
Citation: TAN Xiao-Gang, LI Li-Ping, WEI Ping. Combining Adaptive Diffusion with Difference for Detecting Nonstationary Signals. ACTA AUTOMATICA SINICA, 2007, 33(9): 931-935. doi: 10.1360/aas-007-0931

自适应扩散算法与差分法结合用于检测非平稳信号

doi: 10.1360/aas-007-0931
详细信息
    通讯作者:

    谭小刚

Combining Adaptive Diffusion with Difference for Detecting Nonstationary Signals

More Information
    Corresponding author: TAN Xiao-Gang
  • 摘要: Time-frequency analysis aims to construct a density function of time and frequency to reveal the frequency components in signals to be analyzed and the evolution of the frequency of signals with time. The Wigner distribution (WD) is one of the most fundamental and widely used methods for analyzing nonstationary signals in the fields of radar, communication, etc. However, the application of the WD is greatly limited by the existence of interference terms. The adaptive diffusion method proposed to remove the interference terms of the WD by Julien Gosme, et al. is to be invalid in the presence of interference terms generated by signals, whose distributions are interwoven together in the time-frequency plane of the WD. We combine the diffusion technique with difference method for removing these interference terms to improve the resolution and readability of the time-frequency representation of the Cohen class for detecting nonstationary signals.
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出版历程
  • 收稿日期:  2006-09-04
  • 修回日期:  2007-02-07
  • 刊出日期:  2007-09-20

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