Title :
Field test validation of optimized ground enetrating Radar (GPR) mixture model at frequency range 1.7 GHz to 2.6 GHz
Author :
Mardeni, R. ; Abdullah, RSA Raja ; Shafri, Helmi Zulhaidi Mohd
Author_Institution :
Dept. of Comput. & Commun. Syst., Univ. Putra Malaysia, Serdang
Abstract :
This paper presents the validation of optimized GPR mixture model based on the microwave nondestructive free space method in order to determine the density of road pavement. Density is an important parameter to determine the compressive strength of road pavement for road user safety. The attenuation is a major factor for gathering the density of road pavement predictly. A few of measured attenuation were taken at nine road pavement slab samples in laboratory. The GPR mixture model has been used to produce the simulation data to predict the attenuation. The comparison results between measurement and simulation were investigated. The best performance of GPR mixture model was selected in the optimization technique due to the smallest mean error. An improved attenuation formula or optimized GPR model was obtained from the optimization technique. The validation at field test had been conducted in order to see the performance of optimized GPR model.
Keywords :
compressive strength; condition monitoring; ground penetrating radar; microwave technology; nondestructive testing; optimisation; road building; road safety; roads; slabs; compressive strength; field test validation; frequency 1.7 GHz to 2.6 GHz; microwave nondestructive free space method; optimization technique; optimized ground penetrating radar mixture model; road pavement; road pavement slab; road user safety; Attenuation measurement; Frequency; Ground penetrating radar; Laboratories; Microwave theory and techniques; Optimization methods; Predictive models; Road safety; Slabs; Testing; Attenuation; Density; Electromagnetic; Ground penetrating radar; Road Pavement;
Conference_Titel :
RF and Microwave Conference, 2008. RFM 2008. IEEE International
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4244-2866-3
Electronic_ISBN :
978-1-4244-2867-0
DOI :
10.1109/RFM.2008.4897399