Title :
Reduction of Vibration-Induced Artifacts in Synthetic Aperture Radar Imagery
Author :
Qi Wang ; Pepin, Matthew ; Wright, Andrew ; Dunkel, Ralf ; Atwood, Tom ; Santhanam, Balu ; Gerstle, Walter ; Doerry, Armin W. ; Hayat, Majeed M.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of New Mexico, Albuquerque, NM, USA
Abstract :
Target vibrations introduce nonstationary phase modulation, which is termed the micro-Doppler effect, into returned synthetic aperture radar (SAR) signals. This causes artifacts, or ghost targets, which appear near vibrating targets in reconstructed SAR images. Recently, a vibration estimation method based on the discrete fractional Fourier transform (DFrFT) has been developed. This method is capable of estimating the instantaneous vibration accelerations and vibration frequencies. In this paper, a deghosting method for vibrating targets in SAR images is proposed. For single-component vibrations, this method first exploits the estimation results provided by the DFrFT-based vibration estimation method to reconstruct the instantaneous vibration displacements. A reference signal, whose phase is modulated by the estimated vibration displacements, is then synthesized to compensate for the vibration-induced phase modulation in returned SAR signals before forming the SAR image. The performance of the proposed method with respect to the signal-to-noise and signalto-clutter ratios is analyzed using simulations. Experimental results using the Lynx SAR system show a substantial reduction in ghosting caused by a 1.5-cm 0.8-Hz target vibration in a true SAR image.
Keywords :
Doppler effect; discrete Fourier transforms; geophysical image processing; geophysical techniques; image reconstruction; phase modulation; radar imaging; remote sensing by radar; synthetic aperture radar; vibrations; DFrFT; Lynx SAR system; SAR image reconstruction; deghosting method; discrete fractional Fourier transform; ghost targets; ghosting reduction; instantaneous vibration acceleration estimation; instantaneous vibration displacemen; microDoppler effect; nonstationary phase modulation; returned SAR signals; signal-to-clutter ratio; signal-to-noise; single-component vibrations; synthetic aperture radar imagery; target vibrations; vibration estimation method; vibration frequencies; vibration-induced artifact reduction; vibration-induced phase modulation; Acceleration; Chirp; Clutter; Estimation; Signal to noise ratio; Synthetic aperture radar; Vibrations; Fractional Fourier transform (FrFT); ghost target; image deghosting; synthetic aperture radar (SAR); vibrating target;
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
DOI :
10.1109/TGRS.2013.2269138