Extraction of Target Responses from Ground Penetrating Radar Signals Using the Matching Pursuits

Masahiko NISHIMOTO  Ken-ichiro SHIMO  

Publication
IEICE TRANSACTIONS on Communications   Vol.E87-B   No.8   pp.2449-2453
Publication Date: 2004/08/01
Online ISSN: 
DOI: 
Print ISSN: 0916-8516
Type of Manuscript: LETTER
Category: Sensing
Keyword: 
ground-penetrating radar,  matching pursuits,  landmine,  clutter,  

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Summary: 
Matching Pursuits (MP), a technique for signal decomposition using a dictionary of functions, is applied to ground penetrating radar (GPR) signals in order to remove noise and clutter included in the signals and to extract target responses. A wave-based dictionary composed of wavefronts and resonances is employed. Noise reduction performance and the removal of ground-surface reflection are evaluated through numerical simulations. The results show that the MP approach performs well and offers an effective method for feature extraction from GPR signals.