2002 · 16 citations · 6 references
EngineeringComputer ScienceElectrical EngineeringDigital CommunicationInformation TheoryTime Series AnalysisDigital Signal ProcessingFrequency-domain AnalysisModulationSignal ProcessingSpectral AnalysisTime-frequency AnalysisFilteringFrequency ModulationFrequency Modulation Signal ProcessingInstantaneous Frequency EstimationNonstationary NoisePeak DetectionTime-frequency Analysis Of Nonstationary SignalsTime-frequency Filtering
A novel technique for filtering a real signal is presented. The method is based upon encoding the signal as an instantaneous frequency (IF) and using IF analysis techniques to recover a filtered version of it. A general iterative time-frequency peak filtering (TFPF) scheme based on this method is formulated. Simulations are given which show extremely clean recovery of signals in noise levels down to -9 dB. Applications to estimating the polynomial phase coefficients of nonstationary signals and differentiating noisy signals are presented.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
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