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Improving the readability of time-frequency and time-scale representations by the reassignment method
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References
1995
Year
Data RepresentationEngineeringMeasurementSpectrum EstimationReassignment MethodLocalizationBiomedical Signal AnalysisSpeech RecognitionTime-frequency AnalysisData SciencePattern RecognitionSignal ComponentsTimefrequency AnalysisStatisticsHealth SciencesCognitive ScienceMultidimensional Signal ProcessingTemporal Pattern RecognitionFunctional Data AnalysisSignal ProcessingRobust ModelingTemporal ComplexitySpectral AnalysisSpeech ProcessingTime-scale DistributionWaveform AnalysisTime-scale RepresentationsTime Perception
In this paper, the use of the reassignment method, first applied by Kodera, Gendrin, and de Villedary (1976) to the spectrogram, is generalized to any bilinear time-frequency or time-scale distribution. This method creates a modified version of a representation by moving its values away from where they are computed, so as to produce a better localization of the signal components. We first propose a new formulation of this method, followed by a thorough theoretical study of its characteristics. Its practical use for a large variety of known time-frequency and time-scale distributions is then addressed. Finally, some experimental results are reported to demonstrate the performance of this method.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
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