Heavy commercial motor vehicles (CMVs) that operate illegally by being oversize or overweight damage transportation infrastructures such as pavements and bridges, and can be hazardous to the safety of the traveling public. This study evaluated potential applications of new technologies to advance the development of an intelligent traffic and freight monitoring system. Such a system can help transportation and law enforcement agencies remotely monitor where, when, and how heavy vehicles operate on the road network.