Title :
Extraction of Ocean Wave Spectra From Simulated Noisy Bistatic High-Frequency Radar Data
Author :
Zhang, Jianjun ; Gill, Eric W.
Author_Institution :
Fac. of Eng. & Appl. Sci., Memorial Univ. of Newfoundland, St. John´´s, Nfld.
Abstract :
An algorithm is developed for the inversion of bistatic high-frequency (HF) radar sea echo to give the nondirectional wave spectrum. The bistatic HF radar second-order cross section of patch scattering, consisting of a combination of four Fredholm-type integral equations, contains a nonlinear product of ocean wave directional spectrum factors. The energy inside the first-order cross section is used to normalize this integrand. The unknown ocean wave spectrum is represented by a truncated Fourier series. The integral equation is then converted to a matrix equation and a singular value decomposition (SVD) method is invoked to pseudoinvert the kernel matrix. The new algorithm is verified with simulated radar Doppler spectrum for varying water depths, wind velocities, and radar operating frequencies. To make the simulation more realistic, zero-mean Gaussian noise from external sources is also taken into account
Keywords :
Doppler radar; Fourier series; Fredholm integral equations; Gaussian noise; ocean waves; oceanographic techniques; radar cross-sections; remote sensing by radar; singular value decomposition; Fourier series; Fredholm-type integral equations; SVD method; bistatic HF radar second-order cross section; bistatic high-frequency radar data; bistatic high-frequency radar sea echo; first-order cross section; matrix equation; ocean wave directional spectrum factors; ocean wave spectra; patch scattering; radar Doppler spectrum; radar operating frequencies; singular value decomposition method; water depths; wind velocities; zero-mean Gaussian noise; Data mining; Doppler radar; Fourier series; Hafnium; Integral equations; Matrix converters; Matrix decomposition; Ocean waves; Radar cross section; Radar scattering; Bistatic cross section; high-frequency (HF) radar; inversion algorithm; waveheight spectra;
Journal_Title :
Oceanic Engineering, IEEE Journal of
DOI :
10.1109/JOE.2006.886201