1/10/2020 · The first was to identify of regular pavement asphalt, the second was to identify cobblestone or dirt road, and third was the identification of bumps and raised markers on pavement surface. Data were collected in four different cities in Brazil from Samsung Galaxy A5 and Samsung S7 smartphones that were installed inside a Hyundai i30 vehicle using the flexible suction holder.