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Apr 26, 2012
Incorporating Telemetry and Car-Following Data for Real-Time Monitoring of Container Trucks
Authors: Ruey Long Cheu, Hao Wang, and Der-Horng LeeAuthor Affiliations
Publication: Applications of Advanced Technologies in Transportation Engineering (2004)
Abstract
This paper presents the development of a real-time system for monitoring the security of container trucks in road networks. Embedded in the security monitoring system is a container truck tracking and incident detection algorithm which relies on a combination of vehicle telemetry data obtained from Global Positioning Systems and on-board sensors to continuously monitor the route choice and car-following behavior of the driver. The performance of this algorithm has been tested in a microscopic simulation model, on a set of hypothetical scenarios, which included deviations from the approved routes, forced to travel at unreasonably low speeds, or even stopped at unexpected places in the network. The initial results indicate that the proposed system has good potential in detecting abnormal driving behaviors, with 100% detection rate, 6.0 seconds of mean detection time, and less than 0.5% false alarm rate.
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© 2004 American Society of Civil Engineers.
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Published online: Apr 26, 2012
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Authors
Affiliations
Ruey Long Cheu
M.ASCE
Assoc. Prof., Dept. of Civ. Engrg., Nat. Univ. of Singapore, Singapore 117576, Singapore
Hao Wang
Res. Scholar, Dept. of Civ. Engrg., Nat, Univ. of Singapore, Singapore
Der-Horng Lee
M.ASCE
Asst. Prof., Dept. of Civ. Engrg., Nat. Univ. of Singapore, Singapore
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Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.