Connected Car-Based Pavement Roughness Prediction Using CNN Model and Signal Decomposition Technique

Abstract

AbstractAccurate pavement roughness assessment is critical for effective pavement management. Connected car data provides a cost-effective way to predict the pavement roughness based on the acceleration data. This paper proposes a novel prediction model ...