Title :
On Detectability of a Ship´s Kelvin Wake in Simulated SAR Images of Rough Sea Surface
Author :
Zilman, Gregory ; Zapolski, Anatoli ; Marom, Moshe
Author_Institution :
Fac. of Eng., Tel Aviv Univ., Tel Aviv, Israel
Abstract :
Synthetic aperture radar (SAR) images of ship wakes frequently exhibit long streaks. Some of the streaks are attributed to the Kelvin V-wave wake, and others are attributed to the turbulent and bright narrow V-wake. Ocean waves reduce the detectability of Kelvin wakes in SAR images. The SAR imaging of Kelvin wakes of two ships with different dimensions moving in rough sea is studied theoretically. The Kelvin wakes are simulated using the Michell theory. The random sea surface is simulated using the Pierson-Moskowitz type wave spectrum. The elevations of the points of the water surface and their velocities and accelerations are considered as a superposition of a ship´s coherent waves and wind waves. A two-scale composite model and the velocity-bunching integral are used to simulate the intensity of SAR images of a disturbed sea surface with an embedded Kelvin wake. The fast discrete Radon transform is applied to detect the boundaries of the simulated Kelvin wakes. The probabilities of missing detections (PMD) and false alarms (PFA) are estimated numerically. The influence of ships, wind, and SAR parameters on PMD and PFA is discussed. It is illustrated that PMD/PFA strongly depend on the sea state.
Keywords :
Radon transforms; discrete transforms; estimation theory; image sensors; numerical analysis; ocean waves; oceanographic techniques; probability; radar detection; radar imaging; rough surfaces; ships; synthetic aperture radar; turbulence; wakes; Michell theory; PFA; PMD; Pierson-Moskowitz type wave spectrum; bright narrow V-wake; fast discrete Radon transform; numerical estimation; ocean wave reduction; probabilities of false alarm; probabilities of missing detection; rough sea surface; ship Kelvin V-wave wake detectability; simulated SAR imaging; synthetic aperture radar imaging; turbulent V-wake; two-scale composite model; velocity-bunching integral; water surface; wind wave; Gravity; Kelvin; Marine vehicles; Radar imaging; Sea surface; Surface waves; Synthetic aperture radar; Probability of false alarms (PFA); Radon transform (RT); probability of missing detections (PMD); sea waves; ship wake; synthetic aperture radar (SAR);
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
DOI :
10.1109/TGRS.2014.2326519