Title :
A multiwindow method for spectrum estimation and sinusoid detection in an array environment
Author :
Onn, Ruth ; Steinhardt, Allan O.
Author_Institution :
Dept. of Electr. Eng., Technion-Israel Inst. of Technol., Haifa, Israel
fDate :
11/1/1994 12:00:00 AM
Abstract :
In many applications (radar, communication, plasma physics) the signal of interest is sinusoidal and is hidden in nonwhite 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. The authors generalize the method to an array and study the resulting test. Expressions for the probabilities of detection and of false alarm are obtained analytically, and receiver operation characteristic curves are computed for a particular scenario under different conditions
Keywords :
Gaussian noise; array signal processing; frequency-domain analysis; parameter estimation; signal detection; spectral analysis; Gaussian noise; array environment; communication; constant false alarm test; multiwindow method; nonwhite noise; plasma physics; probabilities of detection; radar; receiver operation characteristic curves; sinusoid detection; spectrum estimation; Colored noise; Frequency; Physics; Plasma applications; Radar applications; Radar detection; Sensor arrays; Sensor phenomena and characterization; Spectral analysis; Testing;
Journal_Title :
Signal Processing, IEEE Transactions on