Time-frequency analysis of enhanced GPR detection of RF tagged buried plastic pipes☆

Abstract Ground Penetrating Radar (GPR) is a well-received non-destructive technique for the detection of underground utilities, such as water/gas pipes, sewers, power cables, and telecommunication ducts. However, radar signatures of plastic pipes are generally weak when the surrounding soils are attenuative and/or the pipe and soils have similar electromagnetic characteristics. In order to increase the radar visibility of these pipes, attaching Radio-Frequency (RF) tags to them is a useful method. In this paper we designed two types of Bowtie-Omega shaped RF tags. The finite element method (FEM) simulation and measurement of the designed tags show strong resonances in the GPR spectrum, and by conducting GPR B-scans stronger radar signatures are observed when the RF tags are buried in our 2.0 × 1.5 × 0.75 m tank filled with dry sand. Furthermore, we implement a simple processing procedure based on Short-time Fourier Transform (STFT), by which strong time-frequency domain response of the tags is clearly seen at those designed resonant frequencies, and disappear when tags are not inserted. The resulting detection of the hollow plastic pipe in both time and frequency domains due to the co-located tag is evidently enhanced.

[1]  D.J. Edwards,et al.  Enhanced detection of buried assets , 2008, 2008 Loughborough Antennas and Propagation Conference.

[2]  R. Yelf,et al.  Where is true time zero ? , 2004, Proceedings of the Tenth International Conference on Grounds Penetrating Radar, 2004. GPR 2004..

[3]  James Sommerville,et al.  RFID based 3D buried assets location system , 2008, J. Inf. Technol. Constr..

[4]  D. Daniels Ground Penetrating Radar , 2005 .

[5]  James Sommerville,et al.  A model for RFID-based 3D location of buried assets , 2012 .

[6]  Gary R. Olhoeft,et al.  Maximizing the information return from ground penetrating radar , 2000 .

[7]  Michael Forde,et al.  The application of time domain ground penetrating radar to evaluate railway track ballast , 1999 .

[8]  Herbert Wiggenhauser,et al.  A Study of Concrete Hydration and Dielectric Relaxation Mechanism Using Ground Penetrating Radar and Short-Time Fourier Transform , 2010, EURASIP J. Adv. Signal Process..

[9]  Chimay J. Anumba,et al.  Radio-Frequency Identification (RFID) applications: A brief introduction , 2007, Adv. Eng. Informatics.

[10]  F. J. González,et al.  Comparison of dipole, bowtie, spiral and log-periodic IR antennas , 2005 .

[11]  Jeroen Groenenboom,et al.  Data Processing and Imaging in GPR System Dedicated for Landmine Detection , 2002 .

[12]  Benjamin S. Perkalskis,et al.  Examining tensors in the lab: The dielectric permittivity and electrical resistivity of wood , 1998 .

[13]  Amir M. Alani,et al.  GPR data processing techniques , 2015 .

[14]  N. Cassidy Chapter 5 – Ground Penetrating Radar Data Processing, Modelling and Analysis , 2009 .

[15]  Steven W. Smith,et al.  The Scientist and Engineer's Guide to Digital Signal Processing , 1997 .

[16]  Fabrizio D'Amico,et al.  An overview of ground-penetrating radar signal processing techniques for road inspections , 2017, Signal Process..

[17]  Francesco Soldovieri,et al.  GPR Response From Buried Pipes: Measurement on Field Site and Tomographic Reconstructions , 2009, IEEE Transactions on Geoscience and Remote Sensing.

[18]  S. Qian,et al.  Joint time-frequency analysis , 1999, IEEE Signal Process. Mag..

[19]  Burcu Akinci,et al.  Automating the task of tracking the delivery and receipt of fabricated pipe spools in industrial projects , 2006 .

[20]  Sabine Kruschwitz,et al.  Spectral absorption of spatial and temporal ground penetrating radar signals by water in construction materials , 2014 .

[21]  Antonios Giannopoulos,et al.  Modelling ground penetrating radar by GprMax , 2005 .

[22]  Guoan Wang,et al.  Data analysis technique to leverage ground penetrating radar ballast inspection performance , 2014, 2014 IEEE Radar Conference.

[23]  S. Tretyakov,et al.  Transmission characteristics of bianisotropic metamaterials based on omega shaped metallic inclusions , 2007 .

[24]  David J. Daniels,et al.  A review of GPR for landmine detection , 2006 .

[25]  MengChu Zhou,et al.  Automatic Detection of Bridge Deck Condition From Ground Penetrating Radar Images , 2011, IEEE Transactions on Automation Science and Engineering.

[26]  Francisco Jurado,et al.  Comparison between discrete STFT and wavelets for the analysis of power quality events , 2002 .

[27]  Herbert Wiggenhauser,et al.  Using ground penetrating radar and time–frequency analysis to characterize construction materials , 2011 .

[28]  George A. McMechan,et al.  GPR characterization of buried tanks and pipes , 1997 .

[29]  D. Pozar Microwave Engineering , 1990 .