เปรียบเทียบวิธี
ดูวิธีที่เลือกเทียบกันแบบเคียงข้าง แถวที่ต่างกันจะถูกเน้นไว้
| Synchrosqueezing Transform× | ความสอดคล้องของเวฟเล็ต× | |
|---|---|---|
| สาขาวิชา | อนุกรมเวลา | อนุกรมเวลา |
| ตระกูล | Process / pipeline | Process / pipeline |
| ปีกำเนิด≠ | 2011 | 1999 |
| ผู้ริเริ่ม≠ | Ingrid Daubechies | Christopher Torrence |
| ประเภท≠ | Time-frequency decomposition | Multi-scale correlation and phase |
| แหล่งต้นตำรับ≠ | Daubechies, I., Lu, J., & Wu, H. T. (2011). Synchrosqueezed wavelet transforms: An empirical tool for time-frequency analysis. Applied and Computational Harmonic Analysis, 30(2), 243–261. link ↗ | Torrence, C., & Webster, P. J. (1999). Interdecadal changes in the ENSO–monsoon system. Journal of Climate, 12(8), 2679–2690. DOI ↗ |
| ชื่อเรียกอื่น≠ | SST, Synchrosqueezing | WTC, Wavelet coherency, Continuous wavelet coherence |
| ที่เกี่ยวข้อง≠ | 3 | 1 |
| สรุป≠ | The synchrosqueezing transform is a time-frequency reassignment technique that sharpens the output of the continuous wavelet transform by concentrating energy along instantaneous frequency ridges. Introduced by Ingrid Daubechies and colleagues in 2011, it addresses the fundamental limitation of the standard wavelet transform: poor frequency localization. This method is particularly valuable for analyzing signals with time-varying frequency content. | Wavelet coherence (WTC) is a normalized measure of correlation between two time series in the time-frequency domain, eliminating the amplitude-dependence of the raw cross-wavelet transform. Introduced by Torrence and Webster (1999) and formalized by Grinsted, Moore, and Jevrejeva (2004), WTC quantifies how tightly two signals are coupled at each time-frequency point, independent of their individual power levels. It is the wavelet analog of classical spectral coherence, revealing time-localized relationships across all frequencies. |
| ScholarGateชุดข้อมูล ↗ |
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