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Four-Parameter Signal Decomposition and Related Adaptive Time-Frequency Distribution
Authors:Ma Shiwei  Deng Jiamei  Cao Jialin
Abstract:We propose a four-parameter adaptive signal decomposition method and related adaptive time-frequency distribution, which is positive, cross-term interference-free energy distribution and yields better time and frequency resolution. The elementary functions are dilations, translations, rotations and modulations of single Gaussian window function, which are obtained by successively matching the signal local natures. So the coefficients and parameters, obtained from the decompo- sition process, can provide an interpretation of signal structure and can be used for the analysis and synthesis of signals.
Keywords:Signal decomposition   Time-frequency distribution   Spectrogram   Wigner-Viller distribution (WVD)   Gaussian function   Chirp.
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