Title :
A Statistical Model for Correlated K-distributed Sea Clutter
Author :
Li, Xiaofei ; Xu, Xiaojian
Abstract :
In this paper, a new model for correlated K-distributed sea clutter simulation is developed, which combines a fast Gamma-distributed random process to make the procedure much simpler. Two parameters, ± and ², which can be fitted by the mean and standard deviation of the measured data, are included in this model to specify the statistical probability density characteristics of the sea clutter. Based on the analysis of the correlation properties of the compound K distribution, an auto-regressive (AR) model is adopted, which offers an efficient way to generate the sea clutter with specified power spectral.
Keywords :
Clutter; Measurement standards; Parameter estimation; Power generation; Random processes; Random variables; Sea measurements; Shape; Signal processing; Statistical distributions; AR model; correlated K-distribution; sea clutter; simulation;
Conference_Titel :
Image and Signal Processing, 2008. CISP '08. Congress on
Conference_Location :
Sanya, China
Print_ISBN :
978-0-7695-3119-9
DOI :
10.1109/CISP.2008.668