Journal of Systems Engineering and Electronics · 2013 · 24 citations · 9 references
EngineeringElectrical EngineeringAnalog ElectronicsOptimizationTime Series AnalysisDigital Signal ProcessingModulationParameter EstimationSignal Detection TheorySignal ProcessingTime-frequency AnalysisFrequency ModulationFrequency Modulation Signal ProcessingNumerical SimulationSignal-to-noise RatioSignal-to-noise Ratio AnalysisSmoothed Pseudo Wigner-ville Distribution
Time-frequency-based methods are proven to be effective for parameter estimation of linear frequency modulation (LFM) signals. The smoothed pseudo Winger-Ville distribution (SPWVD) is used for the parameter estimation of multi-LFM signals, and a method of the SPWVD binarization by a dynamic threshold based on the Otsu algorithm is proposed. The proposed method is effective in the demand for the estimation of different parameters and the unknown signal-to-noise ratio (SNR) circumstance. The performance of this method is confirmed by numerical simulation.
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