DocumentCode :
3389046
Title :
Imaging of stepped frequency continuous wave GPR data using the Yule-Walker parametric method
Author :
Van Genderen, Piet ; Nicolaescu, Ioan
Author_Institution :
Dept of EEMCS, Delft Tech. Univ.
fYear :
2005
fDate :
6-7 Oct. 2005
Firstpage :
77
Lastpage :
80
Abstract :
Ground penetrating radar for humanitarian demining has a large bandwidth. It should discriminate small objects against a complex background. The stepped frequency continuous wave radar of IRCTR has a synthesized bandwidth of 4.5 GHz. Classical methods for generating an image of the subsurface include synthetic aperture processing for cross-range resolution and inverse Fourier transform to generate the range profile. This paper presents a novel scheme, based on Yule-Walker auto regression. This method is widely known as an estimator of the power spectral density based on time domain signals. But here it is interpreted as an estimator of the range profile based on frequency domain signals. The result is a significantly improved detectability and range-resolution if the signal is not too weak. The paper presents some results on the effect of the order of the Yule Walker model and a comparison with the MUSIC method
Keywords :
CW radar; Fourier transforms; ground penetrating radar; image resolution; landmine detection; radar detection; radar imaging; radar resolution; regression analysis; synthetic aperture radar; 4.5 GHz; GPR data; GPR imaging; MUSIC method; Yule-Walker auto regression; Yule-Walker parametric method; cross-range resolution; frequency domain signals; ground penetrating radar; inverse Fourier transform; power spectral density; stepped frequency continuous wave; stepped frequency continuous wave radar; synthetic aperture processing; time domain signals; Bandwidth; Fourier transforms; Frequency domain analysis; Frequency estimation; Frequency synthesizers; Ground penetrating radar; Image generation; Image resolution; Radar imaging; Signal resolution;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Radar Conference, 2005. EURAD 2005. European
Conference_Location :
Paris
Print_ISBN :
2-9600551-3-6
Type :
conf
DOI :
10.1109/EURAD.2005.1605568
Filename :
1605568
Link To Document :
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