DocumentCode
1834519
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
Volume
5
fYear
1997
fDate
21-24 Apr 1997
Firstpage
3473
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 1997. ICASSP-97., 1997 IEEE International Conference on
Conference_Location
Munich
ISSN
1520-6149
Print_ISBN
0-8186-7919-0
Type
conf
DOI
10.1109/ICASSP.1997.604612
Filename
604612
Link To Document