Title :
Diffraction Tomographic Ground-Penetrating Radar Multibistatic Imaging Algorithm With Compressive Frequency Measurements
Author :
Lele Qu ; Yuqing Yin ; Yanpeng Sun ; Lili Zhang
Author_Institution :
Coll. of Electron. Inf. Eng., Shenyang Aerosp. Univ., Shenyang, China
Abstract :
High-resolution diffraction tomographic (DT) ground-penetrating radar (GPR) image formation requires the use of wideband signal and large antenna array aperture, which leads to the generation of large amounts of imaging data. A compressive sensing multibistatic GPR DT imaging algorithm is presented in this letter. The proposed imaging algorithm can provide the advantage in terms of reducing the measured data in the frequency domain while maintaining the image quality of the reconstructed scenario. The imaging results reconstructed via the processing of synthetic data have verified the validity and effectiveness of the proposed imaging method.
Keywords :
compressed sensing; frequency-domain analysis; ground penetrating radar; image reconstruction; radar imaging; tomography; compressive frequency measurements; compressive sensing multibistatic GPR DT imaging algorithm; frequency domain; high-resolution DT ground-penetrating radar image formation; high-resolution diffraction tomographic GPR image formation; image quality; imaging data; large antenna array aperture; measured data; synthetic data processing; wideband signal; Antenna measurements; Antennas; Frequency measurement; Ground penetrating radar; Image reconstruction; Radar imaging; Compressive sensing (CS); diffraction tomographic (DT); ground-penetrating radar (GPR); multibistatic;
Journal_Title :
Geoscience and Remote Sensing Letters, IEEE
DOI :
10.1109/LGRS.2015.2441991