Title :
An entropy-based approach to wake echo analysis [ship wake radar detection]
Author :
Morris, James ; Anderson, Stuart
Author_Institution :
Electron. Warfare & Radar Div., Defence Sci. & Technol. Organ., Salisbury, SA, Australia
Abstract :
This paper addresses the problem of ship wake detection and analysis at low grazing angles using eigenvalue analysis of the covariance matrix. Polarimetric measurements of the wake produced by a pilot boat operating in Port Phillip Bay were obtained using the Defence Science and Technology Organisation´s (DSTO) high resolution radar system. By employing a polarimetric decomposition on the covariance matrix data, the polarimetric entropy, scattering alpha and anisotropy plots were obtained. Wake and clutter regions were then identified using suitable thresholds. These results were compared with previous results obtained using analysis of the S matrix data and the distribution of cross-polar states and showed good agreement. The ratio of the maximum and minimum eigenvalues of the covariance matrix was also determined as an upper bound on the processing gain that might be achieved by exploiting the polarization domain.
Keywords :
covariance matrices; eigenvalues and eigenfunctions; entropy; radar clutter; radar detection; radar polarimetry; radar signal processing; wakes; S matrix; clutter regions; covariance matrix eigenvalue analysis; covariance matrix polarimetric decomposition; cross-polar states distribution; entropy-based wake echo analysis; high resolution radar system; low grazing angles; polarimetric anisotropy; polarimetric entropy; polarimetric radar; polarimetric scattering alpha plots; ship wake analysis; ship wake radar detection; Anisotropic magnetoresistance; Boats; Covariance matrix; Eigenvalues and eigenfunctions; Entropy; Marine vehicles; Radar detection; Radar measurements; Radar polarimetry; Radar scattering;
Conference_Titel :
Radar Conference, 2003. Proceedings of the International
Print_ISBN :
0-7803-7870-9
DOI :
10.1109/RADAR.2003.1278726