DocumentCode
1246192
Title
Computer generation of correlated non-Gaussian radar clutter
Author
Rangaswamy, Muralidhar ; Weiner, Donald ; Öztürk, Aydin
Author_Institution
Northeastern Univ., Boston, MA, USA
Volume
31
Issue
1
fYear
1995
Firstpage
106
Lastpage
116
Abstract
We develop computer simulation procedures which enable us to generate any correlated non-Gaussian radar clutter that can be modeled as a spherically invariant random process (SIRP). In most cases, when the clutter is a correlated non-Gaussian random process, performance of the optimal radar signal processor cannot be evaluated analytically. Therefore, in order to evaluate such processors, there is a need for efficient computer simulation of the clutter. We present two canonical simulation procedures for the generation of correlated non-Gaussian clutter. A new approach for the goodness-of-fit test is proposed in order to assess the performance of the simulation procedure.<>
Keywords
covariance matrices; digital simulation; radar clutter; radar signal processing; random processes; statistical analysis; canonical simulation; computer simulation; correlated nonGaussian radar clutter; goodness-of-fit test; optimal radar signal processor; performance assessment; probability density functions; spherically invariant random process; Computational modeling; Computer simulation; Covariance matrix; Libraries; Performance analysis; Radar clutter; Radar signal processing; Random processes; Signal analysis; Signal processing;
fLanguage
English
Journal_Title
Aerospace and Electronic Systems, IEEE Transactions on
Publisher
ieee
ISSN
0018-9251
Type
jour
DOI
10.1109/7.366297
Filename
366297
Link To Document