Measuring Asphalt Pavement Density with a GPR-based Sensor: A Case Study

References

1. E.Zube
   . “Compaction Studies of Asphalt Concrete Pavement as Related to the Water Permeability Test,” in Proceedings of the 41st Annual Meeting of the Highway Research Board, Washington, DC, 1962.
   [Google Scholar]
2. L.E.Santucci, D.D.Allen, and R.L.Coats
   . “The Effects of Moisture and Compaction on the Quality of Asphalt Pavements,” Association of Asphalt Paving Technologists vol. 54, pp. 168–208, 1985.
   [Google Scholar]
3. M.C.Ford
   . “Pavement Densification Related to Asphalt Mix Characteristics,” in Proceedings of the 1988 Annual Meeting of the Transportation Research Board, Washington, D.C., 1988.
   [Google Scholar]
4. E.R.Brown, and S.Cross
   . “A Study of In-Place Rutting of Asphalt Pavements,” in Proceedings of the 1989 Annual Meeting of the Association of Asphalt Paving Technologist, Nashville, TN, 1989.
   [Google Scholar]
5. E.R.Brown, R.Collins, and J.R.Brownfield
   . “Investigation of Segregation of Asphalt Mixtures in State of Georgia,” in Proceedings of the 68th Annual Meeting of the Transportation Research Board, Washington, DC, 1989.
   [Google Scholar]
6. E.R.Brown
   . “Density of asphalt concrete: how much is needed?,” Transportation Research Record: Journal of the Transportation Research Board 1282, pp. 27–32, 1990.
   [Google Scholar]
7. G.A.Huber, and G.H.Heiman
   . “Effect of Asphalt Concrete Parameters on Rutting Performance: A Field Investigation,” in Proceedings of Association of Asphalt Paving Technologists56, pp. 33–61, 1987.
   [Google Scholar]
8. F.L.Roberts, P.S.Kandhal, E.R.Brown, D.Y.Lee, and T.W.Kennedy
   . “Hot Mix Asphalt Materials, Mixture Design, and Construction, National Asphalt Paving Association Education Foundation. Lanham, MD, 1996.
   [Google Scholar]
9. B.M.Killingsworth
   . Quality Characteristics for Use with Performance Related Specifications for Hot Mix Asphalt. NCHRP Project 9–15 Research Results Digest 291, Washington, D.C.: Transportation Research Board, National Research Council, 2004.
   [Google Scholar]
10. N.Diamanti, J.D.Redman, and A.P.Annan
    . “A GPR-based Sensor to Measure Asphalt Pavement Density,” in Proceedings of the 17th International Conference on Ground Penetrating Radar, GPR2018, 6 pp., Rapperswil, Switzerland, 2018.
    [Google Scholar]
11. A.P.Annan
    . Ground-Penetrating Radar. in: Near-Surface Geophysics: Society of Exploration Geophysicists. D.K.Butler (ed.), No. 13, Chapter 11, 357–438, 2005.
    [Google Scholar]
12. T.Saarenketo, and P.Roimela
    . “Ground Penetrating Radar Technique in Asphalt Pavement Density Quality Control,” in Proceedings of the 7th International Conference on Ground Penetrating Radar, Lawrence, KS, pp. 461–466, 1998.
    [Google Scholar]
13. T.Saarenketo, and T.Scullion
    . “Road evaluation with ground penetrating radar,” Journal of Applied Geophysics vol. 43, pp. 119–138, 2000.
    [Google Scholar]
14. K.Maser
    . Infrasense - Development of a Pavement Thickness Density Meter. NCHRP-61 Final Report, 2002.
    [Google Scholar]
15. S.Sebesta, F.Wang, T.Scullion, and W.Liu
    . New infrared and radar systems for detecting segregation in hot-mix asphalt construction. Report: FHWA/TX-05/0-4577-2, 2002.
    [Google Scholar]
16. T.Saarenketo
    . Electrical properties of road materials and subgrade soils and the use of ground penetrating radar in traffic infrastructure surveys. Ph.D. Thesis University of Oulu, 2006.
    [Google Scholar]
17. M.Popik, H.Lee, B.Aho, K.Maser, and C.Holzschuher
    . “Using ground penetrating radar for evaluation of asphalt density measurements,” in Proceedings of the 89th Annual Meeting of the Transportation Research Board, Washington, DC, 2010.
    [Google Scholar]
18. I.Al-Qadi, Z.Leng, and A.Larkin
    . In-place hot mix asphalt density estimation using ground penetrating radar. Nondestructive Testing and Evaluation (NDTE) Technologies for Airport Pavement Acceptance and Quality Assurance Activities, ICT Report No. 11–096. University of Illinois, 2011.
    [Google Scholar]
19. Z.Leng, I.Al-Qadi, S.Lahouar
    . “Development and validation for insitu asphalt mixture density prediction models,” NDT&E International, vol. 44, pp. 369–375, 2011.
    [Google Scholar]
20. P.Shangguan, I.Al-Qadi, and S.Lahouar
    . “Pattern recognition algorithms for density estimation of asphalt pavement during compaction: a simulation study,” Journal of Applied Geophysics, vol. 107, pp. 8–15, 2014.
    [Google Scholar]
21. J.D.Redman, J.L.Davis, L.W.Galagedara, and G.W.Parkin
    . “Field Studies of GPR Air Launched Surface Reflectivity Measurements of Soil Water Content,” in Proceedings of the 9th International Conference on Ground Penetrating Radar, Santa Barbara, California, USA, pp. 156–161, 2002.
    [Google Scholar]
22. J.D.Redman, L.Galagedara, and G.Parkin
    . “Measuring soil water content with the ground penetrating radar surface reflectivity method: effects of spatial variability,” in Proceedings of the ASAE Annual International Meeting, Paper Number: 032279, 2003.
    [Google Scholar]
23. J.A.Huisman, S.S.Hubbard, J.D.Redman, and A.P.Annan
    . “Measuring soil water content with ground penetrating radar,” Vadose Zone Journal, vol. 2, pp. 476–491, 2003.
    [Google Scholar]
24. FCC
    FCC. USA Regulations on UWB GPR. Federal Communications Commission (FCC) Regulations, Part 15.503, 2003.
    [Google Scholar]
25. RSS-220 Industry Canada
    RSS-220 Industry Canada. Devices Using UWB Technology. Radio Standards Specification RSS-220, Issue 1, pp. 19, 2009.
    [Google Scholar]