Title :
Compressive Stepped-Frequency Continuous-Wave Ground-Penetrating Radar
Author :
Suksmono, Andriyan Bayu ; Bharata, Endon ; Lestari, Andrian Andaya ; Yarovoy, Alexander G. ; Ligthart, Leo P.
Author_Institution :
Int. Res. Centre for Telecommun. & Radar-Indonesian Branch, Res. Center on Inf. & Commun. Technol. (PPTIK), Bandung, Indonesia
Abstract :
Data acquisition speed is an inherent problem of stepped-frequency continuous-wave (SFCW) radars, which may discourage further usage and development of this technology. We propose an emerging paradigm called compressed sensing (CS) to overcome this problem. In CS, a signal can be reconstructed exactly based on only a few samples below the Nyquist rate. Accordingly, the data acquisition speed can be increased significantly. A novel design of an SFCW ground-penetrating radar (GPR) with high acquisition speed is proposed and evaluated. Simulation by a monocycle waveform and actual measurement by a vector network analyzer at a GPR test range indicate the applicability of the proposed system.
Keywords :
CW radar; data acquisition; ground penetrating radar; radar signal processing; signal reconstruction; GPR test range; Nyquist rate; SFCW radars; compressed sensing; compressive stepped-frequency continuous-wave ground-penetrating radar; data acquisition speed; monocycle waveform; vector network analyzer; Bandwidth; Compressed sensing; Data acquisition; Frequency; Ground penetrating radar; Informatics; Radar imaging; Sampling methods; Signal reconstruction; Time domain analysis; Basis pursuit; compressed sensing (CS); convex optimization; overcomplete basis; signal reconstruction; stepped-frequency continuous-wave (SFCW) ground-penetrating radar (GPR);
Journal_Title :
Geoscience and Remote Sensing Letters, IEEE
DOI :
10.1109/LGRS.2010.2045340