Small Target Detection Based on Noncoherent Radial Velocity Spectrum of High-Resolution Sea Clutter

Abstract

This article proposes a multiscan joint noncoherent detection method of small targets in high-resolution sea clutter with spatial–temporally structural textures induced by large-scale swells and waves, which is composed of intrascan noncoherent integration at each spatial resolution cell followed by interscan integration on a radial velocity template. The main contributions of the article are as follows. First, a concept of noncoherent radial velocity spectrum (NCRVS) is proposed to model the nonhomogeneity of multiscan integration of sea clutter with structural textures. In the NCRVS, the noncoherent intrascan integration and the interscan integration by passing the retrospective filter bank are fully combined. Second, the NCRVS of sea clutter has different statistics at individual radial velocity bins and the lognormal distributions are used to fit their statistics and an outlier-robust analytical bipercentile estimator is constructed for parameter estimation. Third, based on the lognormal-distributed NCRVS model, a double-channel multiscan joint detector (DC-MJD) is proposed, where the intrascan noncoherent integration channel is used to find floating or low radial velocity targets and the whitening plus intrascan noncoherent integration channel is used to find target with high radial velocity. Simulated data and measured X-band radar data are used to verify the DC-MJD detector. In comparison with the existing three multiscan detectors, the DC-MJD detector improves the detection probability by 96% in the measured data with a test target.

Keywords

• Bipercentile estimator
• multiscan joint detection
• noncoherent radial velocity spectrum (NCRVS) of sea clutter
• sea clutter
• small target detection