DocumentCode
1582484
Title
The simulation method of correlated Weibull radar clutter based on the split feasiblity problem
Author
Peiyuan Wang ; Haiyun Zhou
Author_Institution
Dept. of Math., Ordnance Eng. Coll., Shijiazhuang, China
fYear
2013
Firstpage
1
Lastpage
6
Abstract
In virtue of the simulation model of Weibull distribution radar clutter based on the zero memory nonlinear (ZMNL) method, it is difficult to obtain the explicit closed solution, due to the complex formula between the correlation coefficients that before and after the nonlinear transformation. The implicit function iteration method can solve the nonlinear formula, but there is large computational cost and slow convergence rate. Using the algorithms of the split feasibility problem (SFP), a simpler explicit iterative algorithm with adaptive step-size is proposed. Through transforming the problem, the implementation becomes easier. The convergence rate can also be accelerated by setting an adaptive step-size. The simulation results show that not only the algorithm improved the accuracy of generating the correlated Weibull radar clutter in ZMNL model, but also reduced iteration numbers obviously.
Keywords
Weibull distribution; correlation methods; radar clutter; radar signal processing; Weibull distribution radar clutter; correlated Weibull radar clutter; correlation coefficient; explicit iterative algorithm; implicit function iteration method; nonlinear transformation; simulation method; split feasibility problem; zero memory nonlinear method; Weibull distribution; explicit iteration algorithm; nonlinear transform; radar clutter; split feasibility problem;
fLanguage
English
Publisher
iet
Conference_Titel
Information and Communications Technology 2013, National Doctoral Academic Forum on
Conference_Location
Beijing
Electronic_ISBN
978-1-84919-819-6
Type
conf
DOI
10.1049/ic.2013.0205
Filename
6767288
Link To Document