articleAdvances in Adaptive Data AnalysisApr 1, 2009Closed access

ON INSTANTANEOUS FREQUENCY

National Central University · Florida State University · +4 more institutions

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Abstract

Instantaneous frequency (IF) is necessary for understanding the detailed mechanisms for nonlinear and nonstationary processes. Historically, IF was computed from analytic signal (AS) through the Hilbert transform. This paper offers an overview of the difficulties involved in using AS, and two new methods to overcome the difficulties for computing IF. The first approach is to compute the quadrature (defined here as a simple 90° shift of phase angle) directly. The second approach is designated as the normalized Hilbert transform (NHT), which consists of applying the Hilbert transform to the empirically determined FM signals. Additionally, we have also introduced alternative methods to compute local frequency,…

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681
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70.84
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Authors

6

Topics & keywords

Keywords
  • Instantaneous phase
  • Hilbert transform
  • Analytic signal
  • Hilbert spectral analysis
  • Mathematics
  • Hilbert–Huang transform
  • Quadrature (astronomy)
  • Time–frequency analysis
UN Sustainable Development Goals
  • Affordable and clean energy
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