Title :
Chaotic dynamics of sea clutter: an experimental study
Author :
Haykin, Simon ; Puthusserypady, Sadasivan
Author_Institution :
Commun. Res. Lab., McMaster Univ., Hamilton, Ont., Canada
Abstract :
We demonstrate, convincingly for the first time, the chaotic dynamics of sea clutter. This is based on the results obtained from a series of extensive and thorough experiments, which were made with different sea clutter data sets. The study includes correlation dimension analysis (based on the maximum likelihood principle) and Lyapunov spectrum analysis. The Lyapunov (Kaplan-Yorke) dimension, which is a by-product of the Lyapunov spectrum analysis, is found to be a good estimator of the correlation (fractal) dimension
Keywords :
radar clutter; Lyapunov dimension; Lyapunov spectrum analysis; chaotic dynamics; correlation dimension analysis; experimental study; fractal dimension estimator; maximum likelihood principle; sea clutter data sets; time series;
Conference_Titel :
Radar 97 (Conf. Publ. No. 449)
Conference_Location :
Edinburgh
Print_ISBN :
0-85296-698-9
DOI :
10.1049/cp:19971635