DocumentCode :
3406202
Title :
On the characterization of impulsive noise with /spl alpha/-stable distributions using Fourier techniques
Author :
Koyon, S.M. ; Williams, Douglas B.
Author_Institution :
Digital Signal Process. Lab., Georgia Inst. of Technol., Atlanta, GA, USA
Volume :
2
fYear :
1995
fDate :
Oct. 30 1995-Nov. 1 1995
Firstpage :
787
Abstract :
A new technique is presented for the characterization of impulsive interference with /spl alpha/-stable processes. The proposed model is constructed by estimating the /spl alpha/-stable distribution parameters using the empirical characteristic function. Characteristic function based methods have been shown to yield the best performance but are plagued by the amount of computation required. The new parameter estimation algorithm is shown to achieve the same level of performance as other characteristic function based methods while greatly reducing the amount of computation required.
Keywords :
interference (signal); /spl alpha/-stable distributions; /spl alpha/-stable processes; Fourier techniques; characteristic function based methods; empirical characteristic function; impulsive noise; impulsive signals; parameter estimation algorithm; performance; Digital signal processing; Distributed computing; Filtering; Interference; Laboratories; Limiting; Parameter estimation; Radar; Signal processing algorithms; Table lookup;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signals, Systems and Computers, 1995. 1995 Conference Record of the Twenty-Ninth Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
ISSN :
1058-6393
Print_ISBN :
0-8186-7370-2
Type :
conf
DOI :
10.1109/ACSSC.1995.540808
Filename :
540808
Link To Document :
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