A User-Customizable Urban Traffic Information Collection Method Based on Wireless Sensor Networks

被引:32
|
作者
Zhou, Jin [1 ,2 ]
Chen, C. L. Philip [1 ]
Chen, Long [1 ]
Zhao, Wei [1 ]
机构
[1] Univ Macau, Fac Sci & Technol, Dept Comp & Informat Sci, Taipa, Peoples R China
[2] Univ Jinan, Sch Informat Sci & Engn, Jinan 250022, Peoples R China
关键词
Multiattribute decision-making (MADM); traffic information collection; wireless sensor networks (WSNs); REAL-TIME; MANAGEMENT; SYSTEM;
D O I
10.1109/TITS.2013.2252902
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
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.
引用
收藏
页码:1119 / 1128
页数:10
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