Title :
On the detection of impulsive stochastic transients over background noise
Author :
Tsihrintzis, George A. ; Nikias, Chrysostomos L.
Author_Institution :
Dept. of Electr. Eng. Syst., Univ. of Southern California, Los Angeles, CA, USA
Abstract :
We develop a receiver which detects impulsive stochastic transients superimposed on Gaussian background noise and show that the new detector outperforms existing square- and νth-law detectors. To derive the receiver, we first study the structure of the probability density function (pdf) of random variables which are formed as the sum of two or more independent, symmetric stable random variables of different characteristic exponents
Keywords :
Gaussian noise; probability; receivers; signal detection; transients; Gaussian noise; background noise; characteristic exponents; impulsive stochastic transients detection; optimum detection; probability density function; random variables; receiver; signal processing; Background noise; Biological system modeling; Detectors; Radar detection; Random variables; Signal processing; Sonar detection; Stochastic processes; Stochastic resonance; Stochastic systems;
Conference_Titel :
Military Communications Conference, 1994. MILCOM '94. Conference Record, 1994 IEEE
Conference_Location :
Fort Monmouth, NJ
Print_ISBN :
0-7803-1828-5
DOI :
10.1109/MILCOM.1994.473841