Ground-Penetration Radar Signal Processing For Water Detection

Sarah Ayad Tabanna; İlknur Hoş; Moha Nad Abd Shehab; Saeid Karamzadeh

Ground-Penetration Radar Signal Processing For Water Detection

Abstract

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.

Keywords

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.

Ayrıntılar

Birincil Dil

İngilizce

Konular

Mühendislik

Bölüm

Araştırma Makalesi

Yazarlar

Sarah Ayad Tabanna Bu kişi benim
Türkiye

İlknur Hoş Bu kişi benim
Türkiye

Moha Nad Abd Shehab Bu kişi benim
Türkiye

Saeid Karamzadeh ^* Bu kişi benim
0000-0003-0669-0746
Türkiye

Yayımlanma Tarihi

1 Ekim 2019

Gönderilme Tarihi

6 Eylül 2019

Kabul Tarihi

28 Eylül 2019

Yayımlandığı Sayı

Yıl 2019 Cilt: 9 Sayı: 4

IZ

https://izlik.org/JA83LX99YZ

Kaynak Göster

RIS / Bibtex

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. https://izlik.org/JA83LX99YZ