Preliminary empirical study of spectral nonparametric detectors
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The detection in the presence of white additive noise of a sinusoid with known frequency and unknown phase is considered. The detector configuration includes a spectral estimator, a rank order extractor and a modified Savage’s detector; this structure provides a CFAR behaviour. A Montecarlo simulation was carried out and the detection probability was computed for several spectral estimators (periodiogram, MEM, Kumaresan- Tufts). We conclude that the periodiogram gives the highest signal detection capability.
CitacióMariño, J.B. Preliminary empirical study of spectral nonparametric detectors. A: Workshop on Signal Processing and its Applications. "SWSPA 1983: 1983 Spain Workshop on signal processing and its applications: special emphasis on VLSI: proceedings: Sitges-Barcelona". Sitges, Barcelona: 0, p. 83-90.