INTERPOLATION METHODS FOR RECOVERING THE SAMPLING VALUES OF GPR DATA
Abstract
Ground Penetrating
Radar (GPR) is widely used to acquire the data from near surface depth. The
acquired GPR data allow the users to investigate and examine the underground
structures (anomalies) easily, quickly and accurately without any excavation.
In GPR studies, data collection parameters such as the profile interval and
step size, which can be controlled by users, play an important role in the
identification of underground structures. But search area properties such as
uneven surface, the presence of archaeological and other obstacles cannot be
controlled by users. The obtained accuracy depends on the completeness and
resolution of acquired GPR data. Due to some research area properties the data
acquired from the search area may become incomplete and inadequate. Before
analyzing, visualization and interpretation of the underground structures, the
incomplete GPR data should be recovered. In this paper, nonstandard
interpolation method are proposed for completing the missing data. The proposed
methods were implemented on the real GPR data acquired from the test area. The
obtained results showed that the similarity of the produced data as quite
closer to the original data.
Keywords
References
- Annan, A.P. 2009. Electromagnetic Principles of Ground Penetrating Radar. In Ground Penetrating Radar: Theory and Applications, edited by Harry M. Jol, pp. 3-40. Elsevier, Amsterdam.
- Benesty, J., Chen, J., Huang, Y. and Cohen, I. 2009. Pearson correlation coefficient. Noise reduction in speech processing. Springer Berlin Heidelberg, 1-4.
- Bristow, C.S. and Jol H.M. 2003. GPR in sediments: advice on data collection, basic processing and interpretation, a good practice guide. Geological Society: London, Special Publication 211; 9-28.
- Cassidy, N.J. 2009b. Electrical and Magnetic Properties of Rocks, Soils and Fluids. In: Ground Penetrating Radar: Theory and Applications, edited by Harry M. Jol, pp. 41-72. Elsevier, Amsterdam.
- Conyers, L.B. 2004. Ground-Penetrating Radar for Archaeology. AltaMira Press, Lanham. Dojack, L. 2012. Ground Penetrating Radar Theory, Data Collection, Processing, and Interpretation: A Guide for Archaeologists, 7-9.
- Dojack, L. 2012. Ground Penetrating Radar Theory, Data Collection, Processing, and Interpretation: A Guide for Archaeologists, 7-9.
- Leckebusch, J. 2003. Ground-penetrating Radar: A Modern Three-dimensional Prospection Method. Archaeological Prospection. Vol 10; 213-240.
- Levinson, N. 1947. The Wiener RMS (root mean square) error criterion in filter design and prediction.
Details
Primary Language
English
Subjects
-
Journal Section
Research Article
Publication Date
December 17, 2017
Submission Date
October 27, 2017
Acceptance Date
December 15, 2017
Published in Issue
Year 1970 Volume: 59 Number: 2
