Title :
Mobile surveying system for road assets monitoring and management
Author :
Luo, Xiang ; Ren, Xiang Thomas ; Li, Yan ; Wang, Jianguo Jack
Author_Institution :
Fac. of Eng. & Inf. Technol., Univ. of Technol., Sydney, Ultimo, NSW, Australia
Abstract :
Road assets´ condition has a critical impact on road safety and efficiency. It is a big challenge to accurately and efficiently monitor and manage road assets. This paper proposes a mobile surveying system that is cost efficient and robust to acquire and manage road assets information in highly dynamic environments like highways and urban streets, where the data collection has previously been laborious and even dangerous for the staff performing the survey. Equipped with laser measurement systems, camera, proprioceptive sensors and novel sensor fusion algorithms; the proposed system can survey and manage road assets expeditiously. Laser sensors measure surroundings with range and remission data. Range data is processed to build up 3D model of surveyed objectives with position and attitude information from proprioceptive sensors. Remission data is used for extracting traffic lanes and signs on the roads. Each traffic lane´s clearance of structures, like bridges and tunnels, is calculated and marked on the 3D model, and compared with the signs captured by the camera. Road surface condition is measured by both inertial and laser sensors. Any abnormal circumstance detected is reported automatically. The surveying results are presented in a user friendly interface and saved as videos for convenient data management. Experimental results of a prototype system demonstrate its performance for road assets monitoring and management.
Keywords :
cameras; computerised monitoring; feature extraction; human computer interaction; image fusion; information management; laser ranging; mobile computing; position measurement; road safety; user interfaces; video signal processing; 3D model; attitude information; camera; data management; inertial sensors; laser measurement systems; laser sensors; mobile surveying system; position information; proprioceptive sensors; range data; remission data; road assets condition; road assets information acquisition; road assets information management; road assets management; road assets monitoring; road efficiency; road safety; road surface condition measurement; sensor fusion algorithms; traffic lane extraction; traffic sign extraction; user friendly interface; Global Positioning System; Measurement by laser beam; Mobile communication; Monitoring; Roads; Sensor systems; 3D model; mobile surveying; monitoring; road assets; sensor fusion;
Conference_Titel :
Industrial Electronics and Applications (ICIEA), 2012 7th IEEE Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4577-2118-2
DOI :
10.1109/ICIEA.2012.6360997