Integrated FFT and XGBoost framework to predict pavement skid resistance using automatic 3D texture measurement

Author:

Zhan You,Liu Cheng,Deng Qiangsheng,Feng Qi,Qiu Yanjun,Zhang Allen,He Xianlin

Publisher

Elsevier BV

Subject

Applied Mathematics,Electrical and Electronic Engineering,Condensed Matter Physics,Instrumentation

Reference49 articles.

1. A state-of-the-art review of parameters influencing measurement and modeling of skid resistance of asphalt pavements;Kogbara;Constr. Build. Mater.,2016

2. Skid resistance guidelines for surface improvements on Texas highways;Mccullough;Highway Res. Rec.,1966

3. PIARC, PIARC Technical Committee on Surface Characteristics: Technical Committee Report No 1 to the XVIII World Road Congress, Congress (PIARC) XVIII World Road Congress, Brussels, 1987.

4. Guide for Pavement Friction, NCHRP Web-Only Document 108;Hall,2009

5. A contribution to non-contact skid resistance measurement;Ueckermann;Int. J. Pavement Eng.,2015

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