Dr Carlos Ramos Romero's Outputs (2)

Asphalt-surface defects detection, based on tyre/road noise analysis and geo-processing (2019)
Journal Article
Ramos Romero, C., & Asensio, C. (2019). Asphalt-surface defects detection, based on tyre/road noise analysis and geo-processing. International Congress on Acoustics, 7195-7199. https://doi.org/10.18154/RWTH-CONV-238915

A new approach to detect different asphalt defectology based on tyre/road noise analysis by Machine Learning algorithms is proposed. In this way, a probe of concept was carried out to exploit the acoustic signal generated by the tyre-asphalt interact... Read More about Asphalt-surface defects detection, based on tyre/road noise analysis and geo-processing.

Identification and mapping of asphalt surface deterioration by tyre-pavement interaction noise measurement (2019)
Journal Article
Ramos Romero, C., Leon-Rios, P., Al-Hadithi, B., Sigcha, L., de Arcas, G., & Asensio, C. (2019). Identification and mapping of asphalt surface deterioration by tyre-pavement interaction noise measurement. Measurement, 146, 718-727. https://doi.org/10.1016/j.measurement.2019.06.034

This paper proposes a novel approach to detect the pavement surface deterioration using tyre/road noise produced from a sensorized test-vehicle during a regular driving. The acoustic data have shown to be relevant on automatic asphalt-damage classifi... Read More about Identification and mapping of asphalt surface deterioration by tyre-pavement interaction noise measurement.