TY - GEN
T1 - GPR reflection position identification by STFT
AU - Xing, Huichun
AU - Li, Jing
AU - Chen, Xuemin
AU - Liu, Richard
AU - Chen, Hua
AU - Oshinski, Ed
AU - Won, Moon
AU - Claros, German
N1 - Copyright:
Copyright 2008 Elsevier B.V., All rights reserved.
PY - 2004
Y1 - 2004
N2 - In this paper we present a method to identify the reflection position in the received Ground-penetrating radar(GPR) signal using short time Fourier transform (STFT) approach. The reflection is identified by using STFT results because at the position of reflection, the STFT result will have a twin-peak phenomenon theoretically and practically. Detailed algorithm analysis, implementation and result are introduced in the paper. The GPR technique provides a continuous, non-destructive tool for thickness profiles. The GPR thickness measurement is based on the principle that the time lag between the direct wave and the reflection from the bottom of the subsurface layer is the function of layer thickness. If low frequency GPR system is used, the penetration depth will increase. On the other hand, the special resolution will be compromised. One of the major problems encountered by the application of GPR system is to locate the starting point of the reflection. However, the direct wave has such high amplitude that it is difficult to identify the reflection, which is a traditional problem in GPR data processing. Mostly one-path signal can be interpreted as the exponentially damped sinusoids signal, and the sub layer reflection signal adds the temporal information into the received signal. Because of the capacity of time-frequency analysis of the STFT, it is a useful tool in GPR signal analysis. Basic STFT is reviewed and algorithms of using STFT are discussed. Examples of the application of STFT are discussed. Examples are obtained from a GPR system designed for thickness measurement of highway pavements. The results show that the STFT process can extract reflection position from GPR waves that mixed with direct wave and can not identified visually.
AB - In this paper we present a method to identify the reflection position in the received Ground-penetrating radar(GPR) signal using short time Fourier transform (STFT) approach. The reflection is identified by using STFT results because at the position of reflection, the STFT result will have a twin-peak phenomenon theoretically and practically. Detailed algorithm analysis, implementation and result are introduced in the paper. The GPR technique provides a continuous, non-destructive tool for thickness profiles. The GPR thickness measurement is based on the principle that the time lag between the direct wave and the reflection from the bottom of the subsurface layer is the function of layer thickness. If low frequency GPR system is used, the penetration depth will increase. On the other hand, the special resolution will be compromised. One of the major problems encountered by the application of GPR system is to locate the starting point of the reflection. However, the direct wave has such high amplitude that it is difficult to identify the reflection, which is a traditional problem in GPR data processing. Mostly one-path signal can be interpreted as the exponentially damped sinusoids signal, and the sub layer reflection signal adds the temporal information into the received signal. Because of the capacity of time-frequency analysis of the STFT, it is a useful tool in GPR signal analysis. Basic STFT is reviewed and algorithms of using STFT are discussed. Examples of the application of STFT are discussed. Examples are obtained from a GPR system designed for thickness measurement of highway pavements. The results show that the STFT process can extract reflection position from GPR waves that mixed with direct wave and can not identified visually.
KW - GPR
KW - Reflection identification
KW - STFT
KW - Thickness Measurement
UR - http://www.scopus.com/inward/record.url?scp=16244389701&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:16244389701
SN - 9090179593
T3 - Proceedings of the Tenth International Conference Ground Penetrating Radar, GPR 2004
SP - 311
EP - 314
BT - Proceedings of the Tenth International Conference Ground Penetrating Radar, GPR 2004
A2 - Slob, E.
A2 - Yarovoy, A.
A2 - Rhebergen, J.B.
Y2 - 21 June 2004 through 24 June 2004
ER -