Title :
Signal interception in non-Gaussian noise
Author :
Izzo, Luciano ; Paura, Luigi ; Tanda, Mario
Author_Institution :
Dipartimento di Ingegneria Elettronica, Napoli Univ., Italy
fDate :
6/1/1992 12:00:00 AM
Abstract :
The interception of weak signals in nonGaussian noise is discussed. The spectral correlation property exhibited by all cyclostationary signals is exploited to synthesize multi-cycle and single-cycle detectors which assure a superior tolerance (as compared to radiometric techniques) to one of the most challenging problems in interception, namely accommodating unknown and changing noise level and interference activity. The proposed detectors perform a maximum likelihood estimate of the noise level and use the estimate to form the detection statistic. To obtain some analytical information about the performance of the multi-cycle and single-cycle detectors, the deflection, which is a useful measure of the output (signal-to-noise ratio), especially appropriate for weak-signal SNR interception, has been evaluated. The receiver operating characteristics, carried out via computer simulation, confirm the superiority of the proposed cycle detector with respect to the traditional radiometer
Keywords :
correlation methods; interference; noise; signal detection; changing interference; changing noise level; cyclostationary signals; detection statistic; maximum likelihood estimate; multi-cycle detectors; nonGaussian noise; receiver operating characteristics; signal detection; signal-to-noise ratio; single-cycle detectors; spectral correlation property; weak-signal SNR interception; Detectors; Information analysis; Interference; Maximum likelihood detection; Maximum likelihood estimation; Noise level; Radiometry; Signal synthesis; Signal to noise ratio; Statistics;
Journal_Title :
Communications, IEEE Transactions on