Prediction of signal‐to‐noise ratio gain for passive higher‐order correlation detection of energy transients

Autor: Lisa A. Pflug, Robert L. Field, Juliette W. Ioup, George E. Ioup
Rok vydání: 1995
Předmět:
Zdroj: The Journal of the Acoustical Society of America. 98:248-260
ISSN: 0001-4966
DOI: 10.1121/1.414332
Popis: In general, higher‐order correlation detectors perform well in passive detection for signals of high third‐ and fourth‐order moments. Previous studies by the authors have shown that the normalized third‐ and fourth‐order signal moments are reliable indicators of higher‐order correlation detector performance [Pflug et al. (1992b)]. For a deterministic energy transient of known moments through fourth order, it is possible to predict theoretically the amount of gain over an ordinary cross‐correlation detector for a bicorrelation or tricorrelation detector applied in a noise environment of known variance. In this paper, formulas that predict detector performance for passive detection at the minimum detectable level are derived. The noise is assumed to be stationary and zero mean with Gaussian correlation central ordinate probability density functions. To test the formulas, SNR detection and gain curves are generated using hypothesis testing and Monte Carlo simulations on a set of test signals. The test signal...
Databáze: OpenAIRE