Is naturalistic driving research possible with highly instrumented cars? Lessons learnt in three research centres

► We describe three Highly Instrumented Cars for Naturalistic Driving Research. ► We provide insight about when and where a Highly Instrumented Car can be appropriate. ► We introduce fundamental problems of Highly Instrumented cars for naturalistic research and how these can be overcome.