Optimization of ground penetrating radar (GPR) mixture model in road pavement density data analysis
This paper presents an optimization of GPR mixture model based on the measurements and simulation results at frequency range of 1.7-2.6 GHz. The purpose is to get a most accurate relationship between attenuation and density for various road pavements densities. The proposed method is simple, fast, n...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
IEEE
2008
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| Online Access: | http://psasir.upm.edu.my/id/eprint/48062/ http://psasir.upm.edu.my/id/eprint/48062/1/Optimization%20of%20ground%20penetrating%20radar%20%28GPR%29%20mixture%20model%20in%20road%20pavement%20density%20data%20analysis.pdf |
| _version_ | 1848850978404564992 |
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| author | Mohd Shafri, Helmi Zulhaidi Raja Abdullah, Raja Syamsul Azmir Roslee, Mardeni Muniandy, Ratnasamy |
| author_facet | Mohd Shafri, Helmi Zulhaidi Raja Abdullah, Raja Syamsul Azmir Roslee, Mardeni Muniandy, Ratnasamy |
| author_sort | Mohd Shafri, Helmi Zulhaidi |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | This paper presents an optimization of GPR mixture model based on the measurements and simulation results at frequency range of 1.7-2.6 GHz. The purpose is to get a most accurate relationship between attenuation and density for various road pavements densities. The proposed method is simple, fast, nondestructive and accurate way to determine the density of road pavement. Density is a one of the important parameter in order to determine the compressive strength of road pavement. In laboratory, a few of received signal strength and measured attenuation for nine road pavement slab samples were taken at four different frequencies. The GPR mixture model has been used to produce the predicted attenuation due to the pavement density. The calculation and selection of mixture model has been discussed thoroughly and only the best performance of GPR mixture model was selected for optimization. |
| first_indexed | 2025-11-15T10:14:52Z |
| format | Conference or Workshop Item |
| id | upm-48062 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T10:14:52Z |
| publishDate | 2008 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-480622016-08-03T07:40:34Z http://psasir.upm.edu.my/id/eprint/48062/ Optimization of ground penetrating radar (GPR) mixture model in road pavement density data analysis Mohd Shafri, Helmi Zulhaidi Raja Abdullah, Raja Syamsul Azmir Roslee, Mardeni Muniandy, Ratnasamy This paper presents an optimization of GPR mixture model based on the measurements and simulation results at frequency range of 1.7-2.6 GHz. The purpose is to get a most accurate relationship between attenuation and density for various road pavements densities. The proposed method is simple, fast, nondestructive and accurate way to determine the density of road pavement. Density is a one of the important parameter in order to determine the compressive strength of road pavement. In laboratory, a few of received signal strength and measured attenuation for nine road pavement slab samples were taken at four different frequencies. The GPR mixture model has been used to produce the predicted attenuation due to the pavement density. The calculation and selection of mixture model has been discussed thoroughly and only the best performance of GPR mixture model was selected for optimization. IEEE 2008 Conference or Workshop Item PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/48062/1/Optimization%20of%20ground%20penetrating%20radar%20%28GPR%29%20mixture%20model%20in%20road%20pavement%20density%20data%20analysis.pdf Mohd Shafri, Helmi Zulhaidi and Raja Abdullah, Raja Syamsul Azmir and Roslee, Mardeni and Muniandy, Ratnasamy (2008) Optimization of ground penetrating radar (GPR) mixture model in road pavement density data analysis. In: 2008 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2008), 7-11 July 2008, Boston, Massachusetts. (pp. 1326-1329). 10.1109/IGARSS.2008.4779604 |
| spellingShingle | Mohd Shafri, Helmi Zulhaidi Raja Abdullah, Raja Syamsul Azmir Roslee, Mardeni Muniandy, Ratnasamy Optimization of ground penetrating radar (GPR) mixture model in road pavement density data analysis |
| title | Optimization of ground penetrating radar (GPR) mixture model in road pavement density data analysis |
| title_full | Optimization of ground penetrating radar (GPR) mixture model in road pavement density data analysis |
| title_fullStr | Optimization of ground penetrating radar (GPR) mixture model in road pavement density data analysis |
| title_full_unstemmed | Optimization of ground penetrating radar (GPR) mixture model in road pavement density data analysis |
| title_short | Optimization of ground penetrating radar (GPR) mixture model in road pavement density data analysis |
| title_sort | optimization of ground penetrating radar (gpr) mixture model in road pavement density data analysis |
| url | http://psasir.upm.edu.my/id/eprint/48062/ http://psasir.upm.edu.my/id/eprint/48062/ http://psasir.upm.edu.my/id/eprint/48062/1/Optimization%20of%20ground%20penetrating%20radar%20%28GPR%29%20mixture%20model%20in%20road%20pavement%20density%20data%20analysis.pdf |