Title :
Cyclostationarity-based signal detection and source location in non-Gaussian noise
Author :
Gelli, Giacinto ; Izzo, Luciano ; Paura, Luigi
Author_Institution :
Dipartimento di Ingegneria, Seconda Univ. di Napoli, Aversa, Italy
fDate :
3/1/1996 12:00:00 AM
Abstract :
The paper deals with two-sensor interception of cyclostationary signals in the presence of additive non-Gaussian noise. The locally optimum approach is considered as a starting point to derive cyclostationarity-exploiting receiver structures for detecting a weak signal and locating its emission source through time-difference-of-arrival (TDOA) measurements. To obtain analytical information about the detection performance of the proposed receivers, the deflection in both constant and variable noise-level environments is evaluated. Monte Carlo simulations, aimed at evaluating the detection performance in terms of detection probability and false-alarm probability, and the TDOA estimation accuracy, have been carried out. The results show that the cyclostationarity-exploiting receivers can significantly outperform the radiometric receivers in both signal detection and source location, when the noise level is unknown or variable and/or strong interfering signals are present
Keywords :
Monte Carlo methods; array signal processing; estimation theory; interference (signal); noise; phase shift keying; probability; signal detection; BPSK signal; Monte Carlo simulations; TDOA estimation accuracy; cyclostationarity-based signal detection; cyclostationarity-exploiting receiver structures; detection probability; emission source; false-alarm probability; locally optimum approach; noise level; nonGaussian noise; radiometric receivers; source location; strong interfering signals; time-difference-of-arrival measurements; two-sensor interception; weak signal; Additive noise; Background noise; Frequency; Gaussian noise; Interference; Mathematical model; Position measurement; Radiometry; Signal detection; Time difference of arrival;
Journal_Title :
Communications, IEEE Transactions on