Title :
Detection and classification of signals in impulsive noise modeled as an alpha-stable process
Author :
Tsihrintzis, George A. ; Nikias, Chrysostomos L.
Author_Institution :
Univ. of Southern California, Los Angeles, CA, USA
Abstract :
Studies the structure of the probability density function of random variables which are formed as the sum of two or more independent, symmetric stable random variables of different characteristic exponents. The authors present an asymptotic series expansion valid for large argument. Possible applications of the theory can be found in the problem of detection of impulsive stochastic transients superimposed over a background of Gaussian noise
Keywords :
Gaussian noise; random processes; signal detection; Gaussian noise; alpha-stable process; asymptotic series expansion; background; characteristic exponents; classification; detection; impulsive noise; impulsive stochastic transients; probability density function; random variables; signals; Gaussian noise; Gaussian processes; Interference; Lightning; Noise generators; Probability density function; Random variables; Signal processing; Stochastic resonance; Telephony;
Conference_Titel :
Signals, Systems and Computers, 1993. 1993 Conference Record of The Twenty-Seventh Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
0-8186-4120-7
DOI :
10.1109/ACSSC.1993.342611