Title :
Computer generation of correlated non-Gaussian radar clutter
Author :
Rangaswamy, Muralidhar ; Weiner, Donald ; Öztürk, Aydin
Author_Institution :
Northeastern Univ., Boston, MA, USA
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;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on