Breaking the Limits: Redefining the Instantaneous Frequency

Pushpendra Singh (1)

1 IIT Delhi - Indian Institute of Technology Delhi

The Carson and Fry (1937) introduced the concept of variable frequency as a generalization of the constant frequency. The instantaneous frequency (IF) is the time derivative of the instantaneous phase and it is well-defined only when this derivative is positive. If this derivative is negative , the IF creates problem because it does not provide any physical significance. This study proposes a mathematical solution and eliminate this problem by redefining the IF such that it is valid for all monocomponent and multicomponent signals which can be nonlinear and nonstationary in nature. This is achieved by using the property of the multivalued inverse tangent function which provides basis to ensure that instantaneous phase is an increasing function. The efforts and understanding of all the methods based on the IF would improve significantly by using this proposed definition of the IF. We also demonstrate that the decomposition of a signal, using zero-phase filtering based on the well established Fourier and filter theory , into a set of desired frequency bands with proposed IF produces accurate time-frequency-energy (TFE) distribution that reveals true nature of signal. Simulation results demonstrate the efficacy of the proposed IF that makes zero-phase filter based decomposition most powerful, for the TFE analysis of a signal, as compared to other existing methods in the literature.

Mots clés: Hilbert transform; an increasing (or a nondecreasing) function; Instantaneous frequency; Linearly independent non-orthogonal yet energy preserving (LINOEP) vectors; zero-phase filtering; Analytic signal

Domaines: Analyse numérique [math.NA]; Théorie de l'information [cs.IT]; Traitement du signal et de l'image [eess.SP]

Pushpendra Singh. Breaking the Limits: Redefining the Instantaneous Frequency. Circuits, Systems, and Signal Processing, 2017, ⟨10.1007/s00034-017-0719-y⟩. ⟨hal-01297061v2⟩