Extraction of Target Responses from Ground Penetrating Radar Signals Using the Matching Pursuits
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.
- Publication
- IEICE TRANSACTIONS on Communications Vol.E87-B No.8 pp.2449-2453
- Publication Date
- 2004/08/01
- Publicized
- Online ISSN
- DOI
- Type of Manuscript
- LETTER
- Category
- Sensing
Authors
Keyword
Latest Issue
Copyrights notice of machine-translated contents
The copyright of the original papers published on this site belongs to IEICE. Unauthorized use of the original or translated papers is prohibited. See IEICE Provisions on Copyright for details.
Cite this
Copy
Masahiko NISHIMOTO, Ken-ichiro SHIMO, "Extraction of Target Responses from Ground Penetrating Radar Signals Using the Matching Pursuits" in IEICE TRANSACTIONS on Communications,
vol. E87-B, no. 8, pp. 2449-2453, August 2004, doi: .
Abstract: 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.
URL: https://global.ieice.org/en_transactions/communications/10.1587/e87-b_8_2449/_p
Copy
@ARTICLE{e87-b_8_2449,
author={Masahiko NISHIMOTO, Ken-ichiro SHIMO, },
journal={IEICE TRANSACTIONS on Communications},
title={Extraction of Target Responses from Ground Penetrating Radar Signals Using the Matching Pursuits},
year={2004},
volume={E87-B},
number={8},
pages={2449-2453},
abstract={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.},
keywords={},
doi={},
ISSN={},
month={August},}
Copy
TY - JOUR
TI - Extraction of Target Responses from Ground Penetrating Radar Signals Using the Matching Pursuits
T2 - IEICE TRANSACTIONS on Communications
SP - 2449
EP - 2453
AU - Masahiko NISHIMOTO
AU - Ken-ichiro SHIMO
PY - 2004
DO -
JO - IEICE TRANSACTIONS on Communications
SN -
VL - E87-B
IS - 8
JA - IEICE TRANSACTIONS on Communications
Y1 - August 2004
AB - 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.
ER -
English
