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.
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;
Conference_Titel :
Radar, 2006. CIE '06. International Conference on
Conference_Location :
Shanghai
Print_ISBN :
0-7803-9582-4
Electronic_ISBN :
0-7803-9583-2
DOI :
10.1109/ICR.2006.343454
