A New Ridge Detector Localizing Strong Interference in Multicomponent Signals in the Time-Frequency Plane
Sylvain Meignen, Marcelo A. Colominas
Abstract
In this paper, we define a new ridge detector that enables to localize strong interference in multicomponent signals in the time-frequency (TF) plane. Each mode of a multicomponent signal can usually be associated with a ridge in the TF plane, but this is no longer the case when strong interferences occur in the signal. The new ridge detector we propose is thus designed to determine when such situations happen in the TF plane. We show that this knowledge helps to determine an appropriate window length in the definition of the spectrogram, as well as the nature of the strong interference detected. An application of the proposed approach to voice signals concludes the paper.
Topics & Concepts
DetectorInterference (communication)RidgeSpectrogramSIGNAL (programming language)Plane (geometry)Computer scienceAcousticsDetection theoryTime–frequency analysisPhysicsTelecommunicationsSpeech recognitionMathematicsGeologyGeometryRadarPaleontologyProgramming languageChannel (broadcasting)Speech and Audio ProcessingMachine Fault Diagnosis TechniquesBlind Source Separation Techniques