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Ground-Penetration Radar Signal Processing For Water Detection

Yıl 2019, Cilt: 9 Sayı: 4, 1735 - 1750, 01.10.2019

Öz

Ground penetration radar is very promising technology for underground or behind walls detection with high resolution.
Recently various development has been introduced in GPR signal processing, multispectral sensors have been used
over the years to collect the underground images. In the term of detecting and identify water underground GPR will
detect water either by the voids created in the soil or by detecting the anomalies in the depth as the velocity of
propagation changes due to the soil saturation with the water. The potential of ground penetration radar for water
detection is affected by the type of soils, soil conductivity is an important factor, conductive soils like clay and moist
tend to distort the signals which makes it hard to obtain good information about the underground structures.
In this study the aim was to detect underground water and removing clutter and noises represented by different soil
situations, multiple signal processing methods has been implemented such as PCA, ICA, PICA and few filtering
methods such as Gaussian, Median and compared their capabilities to find the best method in different soil situations.

Kaynakça

  • [1]􀀃 H.M.Jol, "Ground Penetrating Radar: theory and applications", Elsevier Science, Radarweg 29, PO Box 211, 1000 AE Amsterdam, The NetherlandsThe Boulevard, Langford Lane, Kidlington, Oxford OX5 1GB, UKFirst edition 2009:5-30
  • [2] Daniels, D.J. (Ed.), "Ground Penetrating Radar (2nd Edition)", IEE, ISBN 0-86341-360-9, London, UK, 2004.
  • [3] Erica Carrick Utsi, "Ground Penetrating Radar: Theory and Practice",Elsevier Science,2017: 1-33. [4] Jeff Ambrose Mitchell, "Introduction to Locating Buried Utilities",􀀃Mar 11, 2009.
  • [5] Mohanad Abd Shehab, Mohammed Abdulridha Sahib Al Obaidi, Ilknur Hoş, and Saeid Karamzadeh, "Subspace Clutter Removal Techniques in GPR Images", Progress In Electromagnetics Research M, Vol 82, 2019
  • [6] Cansu Eren, Saeid Karamzadeh, Mesut Kartal, "The artifacts of human physical motions on vital signs monitoring", 2019 Scientific Meeting on Electrical-Electronics & Biomedical Engineering and Computer Science (EBBT), April 2019, DOI: 10.1109/EBBT.2019.8741668.
  • [7] 􀀃Karamzadeh, Saeid, Mesut Kartal, Sedef Kent, and A. Abed Ashtiyani. "Optimal Signal Processing Method in UWB Radar for Hidden Human Detection." In EUSAR 2014; 10th European Conference on Synthetic Aperture Radar, pp. 1-3. VDE, 2014.
  • [8] Karamzadeh, Saeid, and Mesut Kartal. "UWB radar in hidden human detection." International Journal of Electronics, Mechanical and Mechatronics Engineering (IJEMME) 3, no. 2 (2013): 579-583.
  • [9] Saeid Karamzadeh , Cansu Büyükhan, Umut Eskiçırak, Tarık Akyol, "OPTIMAL SIGNAL PROCESSING METHODS IN GPR" Department of Communication Systems, Satellite Communication & Remote Sensing, Istanbul Technical University, Maslak, 34469, Istanbul TURKEY
  • [10] Zhu, J., W. Xue, X. Rong, and Y. Yu, “A clutter suppression method based on improved principal component selection rule for ground penetrating radar,” Progress In Electromagnetics Research M,Vol. 53, 29–39, 2017.
  • [11]􀀃􀀃􀀃􀀃􀀃􀀃􀀃􀀃􀀃􀀃Karlsen, B., H. B. Sorensen, J. Larsen, and K. B. Jakobsen, “Independent component analysis for clutter reduction in ground penetrating radar data, detection and remediation technologies for mines and minelike targets VII,” International Society for Optics and Photonics, Vol. 4742,378–390, 2002.
  • [12]􀀃􀀃􀀃􀀃􀀃􀀃PO, Botstein D ,"Singular value decomposition for genome-wide expression data processing and modeling." Proc Natl Acad Sci USA (2000), 97, 10101-6.
  • [13]􀀃􀀃􀀃􀀃􀀃􀀃􀀃Christian F. Beckmann and Stephen M. Smith," Probabilistic Independent Component Analysis for Functional Magnetic Resonance Imaging",􀀃FMRIB Technical Report TR02CB1, Oxford, UK, 2004.
  • [14]􀀃 􀀃 􀀃 􀀃 􀀃 Cichocki, A. and S. Amari, "Adaptive Blind Signal and Image Processing: Learning Algorithms and Applications", John Wiley & Sons, West Sussex, UK, 2003.
  • [15] Thirion, N., J. Mars, and J. L. Boelle, “Separation of seismic signals: A new concept based on a blind algorithm,” Signal Processing VIII, Theories and Application, 85–88, Elsevier, Triest, Italy, September 1996.
  • [16]􀀃􀀃􀀃􀀃􀀃􀀃􀀃Tinku A. , Ajoy K. Ray , "Image Processing principle and applications",2005:105-129. [17] 􀀃James D. Broesch, "Digital Signal Processing", 2009 􀍗125-134.
  • [18]􀀃􀀃􀀃􀀃􀀃Bill Comstock, "Using PSNR thresholds to modulate the degree of lossy compression in JPEG2000 files", May 2011.
Yıl 2019, Cilt: 9 Sayı: 4, 1735 - 1750, 01.10.2019

Öz

Kaynakça

  • [1]􀀃 H.M.Jol, "Ground Penetrating Radar: theory and applications", Elsevier Science, Radarweg 29, PO Box 211, 1000 AE Amsterdam, The NetherlandsThe Boulevard, Langford Lane, Kidlington, Oxford OX5 1GB, UKFirst edition 2009:5-30
  • [2] Daniels, D.J. (Ed.), "Ground Penetrating Radar (2nd Edition)", IEE, ISBN 0-86341-360-9, London, UK, 2004.
  • [3] Erica Carrick Utsi, "Ground Penetrating Radar: Theory and Practice",Elsevier Science,2017: 1-33. [4] Jeff Ambrose Mitchell, "Introduction to Locating Buried Utilities",􀀃Mar 11, 2009.
  • [5] Mohanad Abd Shehab, Mohammed Abdulridha Sahib Al Obaidi, Ilknur Hoş, and Saeid Karamzadeh, "Subspace Clutter Removal Techniques in GPR Images", Progress In Electromagnetics Research M, Vol 82, 2019
  • [6] Cansu Eren, Saeid Karamzadeh, Mesut Kartal, "The artifacts of human physical motions on vital signs monitoring", 2019 Scientific Meeting on Electrical-Electronics & Biomedical Engineering and Computer Science (EBBT), April 2019, DOI: 10.1109/EBBT.2019.8741668.
  • [7] 􀀃Karamzadeh, Saeid, Mesut Kartal, Sedef Kent, and A. Abed Ashtiyani. "Optimal Signal Processing Method in UWB Radar for Hidden Human Detection." In EUSAR 2014; 10th European Conference on Synthetic Aperture Radar, pp. 1-3. VDE, 2014.
  • [8] Karamzadeh, Saeid, and Mesut Kartal. "UWB radar in hidden human detection." International Journal of Electronics, Mechanical and Mechatronics Engineering (IJEMME) 3, no. 2 (2013): 579-583.
  • [9] Saeid Karamzadeh , Cansu Büyükhan, Umut Eskiçırak, Tarık Akyol, "OPTIMAL SIGNAL PROCESSING METHODS IN GPR" Department of Communication Systems, Satellite Communication & Remote Sensing, Istanbul Technical University, Maslak, 34469, Istanbul TURKEY
  • [10] Zhu, J., W. Xue, X. Rong, and Y. Yu, “A clutter suppression method based on improved principal component selection rule for ground penetrating radar,” Progress In Electromagnetics Research M,Vol. 53, 29–39, 2017.
  • [11]􀀃􀀃􀀃􀀃􀀃􀀃􀀃􀀃􀀃􀀃Karlsen, B., H. B. Sorensen, J. Larsen, and K. B. Jakobsen, “Independent component analysis for clutter reduction in ground penetrating radar data, detection and remediation technologies for mines and minelike targets VII,” International Society for Optics and Photonics, Vol. 4742,378–390, 2002.
  • [12]􀀃􀀃􀀃􀀃􀀃􀀃PO, Botstein D ,"Singular value decomposition for genome-wide expression data processing and modeling." Proc Natl Acad Sci USA (2000), 97, 10101-6.
  • [13]􀀃􀀃􀀃􀀃􀀃􀀃􀀃Christian F. Beckmann and Stephen M. Smith," Probabilistic Independent Component Analysis for Functional Magnetic Resonance Imaging",􀀃FMRIB Technical Report TR02CB1, Oxford, UK, 2004.
  • [14]􀀃 􀀃 􀀃 􀀃 􀀃 Cichocki, A. and S. Amari, "Adaptive Blind Signal and Image Processing: Learning Algorithms and Applications", John Wiley & Sons, West Sussex, UK, 2003.
  • [15] Thirion, N., J. Mars, and J. L. Boelle, “Separation of seismic signals: A new concept based on a blind algorithm,” Signal Processing VIII, Theories and Application, 85–88, Elsevier, Triest, Italy, September 1996.
  • [16]􀀃􀀃􀀃􀀃􀀃􀀃􀀃Tinku A. , Ajoy K. Ray , "Image Processing principle and applications",2005:105-129. [17] 􀀃James D. Broesch, "Digital Signal Processing", 2009 􀍗125-134.
  • [18]􀀃􀀃􀀃􀀃􀀃Bill Comstock, "Using PSNR thresholds to modulate the degree of lossy compression in JPEG2000 files", May 2011.
Toplam 16 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Mühendislik
Bölüm Makaleler
Yazarlar

Sarah Ayad Tabanna Bu kişi benim

İlknur Hoş Bu kişi benim

Moha Nad Abd Shehab Bu kişi benim

Saeid Karamzadeh Bu kişi benim 0000-0003-0669-0746

Yayımlanma Tarihi 1 Ekim 2019
Yayımlandığı Sayı Yıl 2019 Cilt: 9 Sayı: 4

Kaynak Göster

APA Tabanna, S. A., Hoş, İ., Shehab, M. N. A., Karamzadeh, S. (2019). Ground-Penetration Radar Signal Processing For Water Detection. International Journal of Electronics Mechanical and Mechatronics Engineering, 9(4), 1735-1750.