DocumentCode
2288898
Title
A Classifier for Radar Clutter Using Alpha Stable Model
Author
Li, Xutao ; Zhu, Guangxi ; Cao, Hanqiang ; Wang, Shouyong
Author_Institution
Dept. of Electron. & Inf. Eng., Huazhong Univ. of Sci. & Technol.
fYear
2006
fDate
16-19 Oct. 2006
Firstpage
1
Lastpage
4
Abstract
A valid classifier for amplitude statistic models of radar clutter is proposed, in which the clutter is modeled as the alpha stable distribution and the clutter series whose statistic distributions subject to five traditional models such as Rayleigh, Weibull, Log-norm, Rice and K distribution is recognized based on the exponents of alpha stable distribution. Simulation results show that the approach has high recognition precision and less computation burden
Keywords
classification; radar clutter; statistical distributions; alpha stable distribution; amplitude statistic model; radar clutter classifier; Airborne radar; Computational modeling; Laboratories; Neural networks; Probability distribution; Radar clutter; Statistical analysis; Statistical distributions; Tail; Testing; Classifier; Radar Clutter; Stable distribution;
fLanguage
English
Publisher
ieee
Conference_Titel
Radar, 2006. CIE '06. International Conference on
Conference_Location
Shanghai
Print_ISBN
0-7803-9582-4
Electronic_ISBN
0-7803-9583-2
Type
conf
DOI
10.1109/ICR.2006.343454
Filename
4148177
Link To Document