Title :
The potential effectiveness of the detection of pulsed signals in the non-uniform sampling
Author :
Smirnov, Alexander ; Vorobiev, Stanislav ; Abraham, Ajith
Author_Institution :
Dept. of Comput. Sci., Univ. of Illinois at Chicago, Chicago, IL, USA
Abstract :
We consider a non-uniform time quantization of the optimal form of the signal by shifting one of the samples in the neighborhood of the point at which the minimum eigenvalue of the covariance matrix of the noise is equal to zero. Shown, that in testing simple hypotheses, arbitrarily large value of the signal-to-noise- ratio is achieved by this shift on the output of the discrete matched filter at finite energy of the signal and noise power. We discuss some aspects of the ill conditioning of the problem and the a priori of uncertainty.
Keywords :
covariance matrices; eigenvalues and eigenfunctions; matched filters; quantisation (signal); signal detection; signal sampling; covariance matrix; discrete matched filter; minimum eigenvalue; nonuniform sampling; nonuniform time quantization; pulsed signal detection; Uncertainty; Detection; SNR; eigenvalue; signal detection;
Conference_Titel :
Intelligent Systems Design and Applications (ISDA), 2013 13th International Conference on
Conference_Location :
Bangi
Print_ISBN :
978-1-4799-3515-4
DOI :
10.1109/ISDA.2013.6920431