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Adaptive Time Frequency Distribution Based on Linear Chirp Modulated Gaussian Functions 被引量:3

Adaptive Time Frequency Distribution Based on Linear Chirp Modulated Gaussian Functions
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摘要 We propose a method that uses linear chirp modulated Gaussian functions as the elementary functions, by adaptively adjusting variances, time frequency centers and sweep rates, to decompose signals. By taking WVD, an improved adaptive time frequency distribution is developed, which is non negative, free of cross term interference, and of better time frequency resolution. The paper presents an effective numerical algorithm to estimate the optimal parameters of the basis. Simulations indicate that the proposed approach is effective in analyzing signal's time frequency behavior. We propose a method that uses linear chirp modulated Gaussian functions as the elementary functions, by adaptively adjusting variances, time frequency centers and sweep rates, to decompose signals. By taking WVD, an improved adaptive time frequency distribution is developed, which is non negative, free of cross term interference, and of better time frequency resolution. The paper presents an effective numerical algorithm to estimate the optimal parameters of the basis. Simulations indicate that the proposed approach is effective in analyzing signal's time frequency behavior.
出处 《Advances in Manufacturing》 2000年第1期31-37,共7页 先进制造进展(英文版)
基金 theScienceFoundationofShanghaiMunicipalCom missionofScienceandTechnology! (9851140 14)
关键词 adaptive time frequency distribution elementary function subspace decomposition STFT WVD adaptive time frequency distribution, elementary function, subspace decomposition, STFT, WVD
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参考文献1

  • 1Cohen L.Time-frequency distribution-A review, Proc[].IEEE.1989

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