Title :
Application of multi-window detection to arrays
Author :
Onn, Rauth ; Steinhardt, Allan O.
Author_Institution :
Dept. of Electr. Eng., Cornell Univ., Ithaca, NY, USA
Abstract :
In many applications (radar, communication, plasma physics) the signal of interest is sinusoidal and is hidden in non-white noise. The multiwindow method of spectrum estimation gives a constant false alarm test for the presence of a sinusoid in a time series if the noise can be assumed Gaussian. A generalization of the method to a sensor array and the resulting test are outlined. Analytically obtained expressions for the probabilities of detection and of false alarm are presented, and receiver operating characteristic curves are computed for a particular scenario under different conditions
Keywords :
array signal processing; probability; signal detection; spectral analysis; Gaussian noise; communication; constant false alarm test; detection probability; multiwindow detection; nonwhite noise; plasma physics; radar; receiver operating characteristic curves; sensor array; sinusoidal signal; spectrum estimation; time series; Array signal processing; Colored noise; Frequency; Physics; Plasma applications; Radar applications; Radar detection; Sensor arrays; Sensor phenomena and characterization; Testing;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1992. ICASSP-92., 1992 IEEE International Conference on
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-0532-9
DOI :
10.1109/ICASSP.1992.226606