Title :
Blind signal extraction based on higher-order cyclostationarity properties
Author :
Gelli, Giacinto ; Paura, Luigi
Author_Institution :
Dipt. di Ingegneria dell´´Inf., Naples Univ., Italy
Abstract :
The paper deals with signal extraction performed by processing data received by an array of sensors. The proposed method is blind, i.e., it does not require any a priori knowledge of directional information associated with the signals of interest (SOI´s). Such information is obtained directly from the received data by exploiting the higher-order cyclostationarity (HOCS) properties exhibited by most communication signals. The proposed method is inherently tolerant to both possibly non-stationary Gaussian disturbances as well as non-Gaussian interferences not exhibiting the same HOCS properties presented by the SOI´s. Simulation results confirm the effectiveness of the method when it operates in severely degraded disturbance environments
Keywords :
Gaussian noise; array signal processing; higher order statistics; blind signal extraction; communication signals; higher-order cyclostationarity properties; non-Gaussian interferences; non-stationary Gaussian disturbances; sensor array; signals of interest; Array signal processing; Data mining; Degradation; Filtering; Frequency; Higher order statistics; Interference; Sensor arrays; Spatial filters; Vectors;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1997. ICASSP-97., 1997 IEEE International Conference on
Conference_Location :
Munich
Print_ISBN :
0-8186-7919-0
DOI :
10.1109/ICASSP.1997.604612