DocumentCode :
1603523
Title :
Novel short-time MUSIC in non-linear FMCW GPR signal analysis
Author :
Jiang, Wei ; Pennock, Steve ; Shepherd, Peter
Author_Institution :
Dept. of Electron. & Electr. Eng., Univ. of Bath, Bath, UK
fYear :
2010
Firstpage :
1
Lastpage :
6
Abstract :
A novel windowed FFT MUSIC (W-MUSIC) algorithm is presented in the context of using ground penetrating radar (GPR) to detect closely spaced targets under noisy conditions. It is seen to give a better indication of targets than stand-alone FFT and MUSIC algorithms. Distorted signals are analysed, and with the MUSIC algorithm the reported target positions suffer high degrees of error, with the FFT the main lobe broadens making it difficult to recognise closely spaced targets. The use of the Short-Time Frequency-Transform (STFT) algorithm is examined. A novel Short-Time MUSIC approach is presented, it can be used to obtain higher time-frequency resolution than STFT method.
Keywords :
fast Fourier transforms; ground penetrating radar; radar signal processing; W-MUSIC algorithm; closely spaced targets; distorted signals; ground penetrating radar; noisy conditions; nonlinear FMCW GPR signal analysis; short-time MUSIC approach; short-time frequency-transform; windowed FFT MUSIC; Energy resolution; Fourier transforms; Frequency estimation; Ground penetrating radar; Linearity; Multiple signal classification; Signal analysis; Signal processing algorithms; Signal resolution; Voltage-controlled oscillators; FMCW; MUSIC; Radar; STFT; W-MUSIC; nonlinear signal processing; spectral estimation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Ground Penetrating Radar (GPR), 2010 13th International Conference on
Conference_Location :
Lecce
Print_ISBN :
978-1-4244-4604-9
Electronic_ISBN :
978-1-4244-4605-6
Type :
conf
DOI :
10.1109/ICGPR.2010.5550075
Filename :
5550075
Link To Document :
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