DocumentCode
3061364
Title
Road traffic monitoring using a wireless vehicle sensor network
Author
Ng, Eng-Han ; Tan, Su-Lim ; Guzman, Jesus García
Author_Institution
Sch. of Comput. Eng., Nanyang Technol. Univ., Singapore
fYear
2009
fDate
8-11 Feb. 2009
Firstpage
1
Lastpage
4
Abstract
With the advancement of micro-electro-mechanical systems (MEMS) technologies, wireless sensor networks have opened new vistas for a wide range of application domains. These sensor nodes usually comprise small, low-power devices that integrate sensors and actuators with limited on-board processing and wireless communication capabilities. One of the most important applications is target tracking and monitoring. Here a novel wireless vehicle monitoring system that is able to detect, classify and determine the direction of travel of vehicles on a two-lane road is proposed. Each vehicle detection node features multiple sensors including magnetometer, accelerometer, infrared and acoustic microphone with a two-node structure for cooperative monitoring. The results show that the system was capable of classifying the vehicle type (using vehicle weight) and their directional of travel with high accuracy.
Keywords
image classification; microsensors; object detection; radar; road traffic; traffic engineering computing; wireless sensor networks; MEMS technology; accelerometer; acoustic microphone; cooperative monitoring; infrared microphone; magnetometer; microelectromechanical systems; multiple sensors; road traffic monitoring; target monitoring; target tracking; two-lane road; vehicle detection node; wireless vehicle monitoring system; wireless vehicle sensor network; Actuators; Infrared sensors; Microelectromechanical systems; Micromechanical devices; Monitoring; Road vehicles; Telecommunication traffic; Vehicle detection; Wireless communication; Wireless sensor networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Signal Processing and Communications Systems, 2008. ISPACS 2008. International Symposium on
Conference_Location
Bangkok
Print_ISBN
978-1-4244-2564-8
Electronic_ISBN
978-1-4244-2565-5
Type
conf
DOI
10.1109/ISPACS.2009.4806673
Filename
4806673
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