Title :
Two-Dimensional Imaging of Ice Sheets of Airborne Radar Sounder via a Combined Modified Range Migration Algorithm Based on ISFT and Beamforming Using Curvelets
Author :
Shinan Lang ; Bo Zhao ; Xiaojun Liu ; Guangyou Fang
Author_Institution :
Key Lab. of Electromagn. Radiat. & Sensing Technol., Beijing, China
Abstract :
We develop and demonstrate a new method to address the surface clutter problem in imaging of ice sheets by airborne radar sounder. This new method utilizes the modified range migration algorithm based on inverse scaled Fourier transform (ISFT) to reduce along-track clutter and the beamforming using curvelets to reduce cross-track clutter. First, theory analysis has been carried on to the proposed method. Then, we give the particular realizing steps to implement this method. At last, we apply this method to the simulation point targets and MCoRDS data to prove its validity of imaging of ice sheets. Furthermore, we show the advantages of the proposed method through comparison with two methods in four major aspects-the power of along-track clutter reduction, the power of cross-track clutter reduction, the equivalent number of looks (ENLs), and the calculating time.
Keywords :
Fourier transforms; airborne radar; array signal processing; curvelet transforms; glaciology; hydrological techniques; inverse transforms; remote sensing by radar; MCoRDS data; airborne radar sounder; along-track clutter reduction; beamforming; combined modified range migration algorithm; cross-track clutter reduction; curvelets; equivalent number of looks; ice sheets; inverse scaled Fourier transform; simulation point targets; two-dimensional imaging; Clutter; Focusing; Ice; Radar imaging; Signal resolution; Spatial resolution; Airborne radar sounder; beamforming using curvelets; imaging of ice sheets; modified range migration algorithm based on inverse scaled Fourier transform (ISFT); surface clutter suppression;
Journal_Title :
Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of
DOI :
10.1109/JSTARS.2014.2349500