TY - JOUR
T1 - Wireless Magnetic Sensor Network for Road Traffic Monitoring and Vehicle Classification
AU - Velisavljevic, Vladan
AU - Cano, Eduardo
AU - Dyo, Vladimir
AU - Allen, Ben
PY - 2016/11/23
Y1 - 2016/11/23
N2 - Efficiency of transportation of people and goods is playing a vital role in economic growth. A key component for enabling effective planning of transportation networks is the deployment and operation of autonomous monitoring and traffic analysis tools. For that reason, such systems have been developed to register and classify road traffic usage. In this paper, we propose a novel system for road traffic monitoring and classification based on highly energy efficient wireless magnetic sensor networks. We develop novel algorithms for vehicle speed and length estimation and vehicle classification that use multiple magnetic sensors. We also demonstrate that, using such a low-cost system with simplified installation and maintenance compared to current solutions, it is possible to achieve highly accurate estimation and a high rate of positive vehicle classification.
AB - Efficiency of transportation of people and goods is playing a vital role in economic growth. A key component for enabling effective planning of transportation networks is the deployment and operation of autonomous monitoring and traffic analysis tools. For that reason, such systems have been developed to register and classify road traffic usage. In this paper, we propose a novel system for road traffic monitoring and classification based on highly energy efficient wireless magnetic sensor networks. We develop novel algorithms for vehicle speed and length estimation and vehicle classification that use multiple magnetic sensors. We also demonstrate that, using such a low-cost system with simplified installation and maintenance compared to current solutions, it is possible to achieve highly accurate estimation and a high rate of positive vehicle classification.
U2 - 10.1515/ttj-2016-0024
DO - 10.1515/ttj-2016-0024
M3 - Article
SN - 1407-6179
JO - Transport and Telecommunication
JF - Transport and Telecommunication
ER -