Driving it's motorway all the way (take the M40 motorway from the airport don't cut across the city) - Not too difficult and fairly hard to get lost .. I don't know Las Rozas but I have driven from Barajas airport and out the A6 Motorway towards the North West several times .. and this motorway goes right through Las Rozas