Road pavement density analysis using a new non-destructive ground penetrating radar system
Density is an important parameter to determine the strength of road, and it will ensure the safety of the use as well as maintaining the quality of road pavement. In this paper, the validation of GPR mixture model based on the microwave nondestructive free space method to determine the density of ro...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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EMW Publishing
2010
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| Online Access: | http://psasir.upm.edu.my/id/eprint/11641/ http://psasir.upm.edu.my/id/eprint/11641/1/Road%20Pavement%20Density%20Analysis%20Using%20A%20New%20Non.pdf |
| _version_ | 1848841644290342912 |
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| author | Roslee, Mardeni Raja Abdullah, Raja Syamsul Azmir Mohd Shafri, Helmi Zulhaidi |
| author_facet | Roslee, Mardeni Raja Abdullah, Raja Syamsul Azmir Mohd Shafri, Helmi Zulhaidi |
| author_sort | Roslee, Mardeni |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | Density is an important parameter to determine the strength of road, and it will ensure the safety of the use as well as maintaining the quality of road pavement. In this paper, the validation of GPR mixture model based on the microwave nondestructive free space method to determine the density of road pavement typed Hot Mix Asphalt (HMA) will be presented. The frequency range of operation used is 1.7-2.6 GHz. The attenuation is a major factor for gathering the density of road pavement predictably. The existing mixture model has been used to produce simulation data for determining the predicted complex permittivity and attenuation due to various densities of road pavement. The GPR laboratory measurement is performed where the measured attenuation due to various densities was obtained. The comparison results between measurement and simulation were investigated, and the relative errors in between were calculated to see the performance of the model. The best performance of mixture model was selected in the optimization technique due to the smallest mean error. An improved attenuation formula or optimized mixture model was obtained from the optimization technique to produce the better model. The finding from the optimization process suggested that three additional constant parameters which are volume factor, permittivity factor and attenuation factor need to be included to improve the existing mixture model. The optimized mixture model is introduced as GPR mixture model in this work. The validation process at field test had been conducted to evaluate the performance of optimized GPR model and produce the error range from 3.3% and 4.7%. At the end of this project, the GPR mixture model can be used as a calibration curve where the values of predicted density of a given real road pavement can be read directly once the attenuation values are known. |
| first_indexed | 2025-11-15T07:46:31Z |
| format | Article |
| id | upm-11641 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T07:46:31Z |
| publishDate | 2010 |
| publisher | EMW Publishing |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-116412016-09-30T08:17:20Z http://psasir.upm.edu.my/id/eprint/11641/ Road pavement density analysis using a new non-destructive ground penetrating radar system Roslee, Mardeni Raja Abdullah, Raja Syamsul Azmir Mohd Shafri, Helmi Zulhaidi Density is an important parameter to determine the strength of road, and it will ensure the safety of the use as well as maintaining the quality of road pavement. In this paper, the validation of GPR mixture model based on the microwave nondestructive free space method to determine the density of road pavement typed Hot Mix Asphalt (HMA) will be presented. The frequency range of operation used is 1.7-2.6 GHz. The attenuation is a major factor for gathering the density of road pavement predictably. The existing mixture model has been used to produce simulation data for determining the predicted complex permittivity and attenuation due to various densities of road pavement. The GPR laboratory measurement is performed where the measured attenuation due to various densities was obtained. The comparison results between measurement and simulation were investigated, and the relative errors in between were calculated to see the performance of the model. The best performance of mixture model was selected in the optimization technique due to the smallest mean error. An improved attenuation formula or optimized mixture model was obtained from the optimization technique to produce the better model. The finding from the optimization process suggested that three additional constant parameters which are volume factor, permittivity factor and attenuation factor need to be included to improve the existing mixture model. The optimized mixture model is introduced as GPR mixture model in this work. The validation process at field test had been conducted to evaluate the performance of optimized GPR model and produce the error range from 3.3% and 4.7%. At the end of this project, the GPR mixture model can be used as a calibration curve where the values of predicted density of a given real road pavement can be read directly once the attenuation values are known. EMW Publishing 2010 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/11641/1/Road%20Pavement%20Density%20Analysis%20Using%20A%20New%20Non.pdf Roslee, Mardeni and Raja Abdullah, Raja Syamsul Azmir and Mohd Shafri, Helmi Zulhaidi (2010) Road pavement density analysis using a new non-destructive ground penetrating radar system. Progress In Electromagnetics Research B, 21. pp. 399-417. ISSN 1937-6472 http://www.jpier.org/pierb/pier.php?paper=10032202 |
| spellingShingle | Roslee, Mardeni Raja Abdullah, Raja Syamsul Azmir Mohd Shafri, Helmi Zulhaidi Road pavement density analysis using a new non-destructive ground penetrating radar system |
| title | Road pavement density analysis using a new non-destructive ground penetrating radar system |
| title_full | Road pavement density analysis using a new non-destructive ground penetrating radar system |
| title_fullStr | Road pavement density analysis using a new non-destructive ground penetrating radar system |
| title_full_unstemmed | Road pavement density analysis using a new non-destructive ground penetrating radar system |
| title_short | Road pavement density analysis using a new non-destructive ground penetrating radar system |
| title_sort | road pavement density analysis using a new non-destructive ground penetrating radar system |
| url | http://psasir.upm.edu.my/id/eprint/11641/ http://psasir.upm.edu.my/id/eprint/11641/ http://psasir.upm.edu.my/id/eprint/11641/1/Road%20Pavement%20Density%20Analysis%20Using%20A%20New%20Non.pdf |