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
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