Abstract
We propose a time-varying optimal window width (TVOWW) and an adaptive optimal window width selection schemes to optimize the performance of several nonlinear-type time–frequency analyses, including the reassignment method and its variations. A window rendering the most concentrated distribution in the time–frequency representation 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 synthetic signals, we study an atomic time-varying dipole moment driven by two-color mid-infrared laser fields in attosecond physics and near-threshold harmonics of a hydrogen atom in the strong laser field.
Original language | English (US) |
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Pages (from-to) | 231-245 |
Number of pages | 15 |
Journal | International Journal of Data Science and Analytics |
Volume | 3 |
Issue number | 4 |
DOIs | |
State | Published - Jun 1 2017 |
Keywords
- Adaptive optimal window width
- Attosecond physics
- Nonlinear-type time–frequency analysis
- Time-varying optimal window width
ASJC Scopus subject areas
- Information Systems
- Modeling and Simulation
- Computer Science Applications
- Computational Theory and Mathematics
- Applied Mathematics