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arxiv: 1512.04811 · v3 · pith:OJAYWJAKnew · submitted 2015-11-29 · ⚛️ physics.data-an · cs.NA· math.NA· stat.AP

Entropy-based Time-Varying Window Width Selection for Nonlinear type Time-Frequency Analysis

classification ⚛️ physics.data-an cs.NAmath.NAstat.AP
keywords windowselectiontime-frequencytime-varyingmethodoptimalschemetvoww
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We propose a time-varying optimal window width (TVOWW) selection scheme to optimize the performance of several nonlinear-type time-frequency analyses, including the reassignment method, and the synchrosqueezing transform (SST) and its variations. A window rendering the most concentrated distribution in the time-frequency representation (TFR) is regarded as the optimal window. The TVOWW selection scheme is particularly useful for signals that comprise fast-varying instantaneous frequencies and small spectral gaps. To demonstrate the efficacy of the method, in addition to analyzing a synthetic signal, we study an atomic time-varying dipole moment driven by two-color mid-infrared laser fields in attosecond physics.

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