Title :
A User-Customizable Urban Traffic Information Collection Method Based on Wireless Sensor Networks
Author :
Jin Zhou ; Chen, C.L.P. ; Long Chen ; Wei Zhao
Author_Institution :
Dept. of Comput. & Inf. Sci., Univ. of Macau, Taipa, China
Abstract :
Traffic monitoring can efficiently promote urban planning and encourage better use of public transport. Efficient traffic information collection is one important part of traffic monitoring systems. Based on a technique using wireless sensor networks (WSNs), this paper provides a flexible framework for regional traffic information collection in accordance with user request. This framework serves as a basis for future research in designing and implementing traffic monitoring applications. A two-layer network architecture is established for traffic information acquisition in the context of a WSN environment. In addition, a user-customizable data-centric routing scheme is proposed for traffic information delivery, in which multiple routing-related information is considered for decision-making to meet different user requirements. Simulations have shown good performance of the proposed routing scheme compared with other traditional routing schemes on a real-world urban traffic network.
Keywords :
automated highways; decision making; telecommunication network routing; telecommunication traffic; traffic information systems; wireless sensor networks; WSN environment; data centric routing scheme; decision-making; multiple routing related information; public transport; traffic information acquisition; traffic monitoring systems; user customizable urban traffic information collection method; wireless sensor networks; Multiattribute decision-making (MADM); traffic information collection; wireless sensor networks (WSNs);
Journal_Title :
Intelligent Transportation Systems, IEEE Transactions on
DOI :
10.1109/TITS.2013.2252902