A Real-Time Vehicle Navigation Algorithm in Sensor Network Environments

被引:44
作者
Chen, C. L. Philip [1 ]
Zhou, Jin [1 ]
Zhao, Wei [1 ]
机构
[1] Univ Macau, Fac Sci & Technol, Dept Comp & Informat Sci, Macau, Peoples R China
关键词
Hybrid multi-attribute decision making; real-time vehicle navigation; wireless sensor networks (WSNs); ATTRIBUTE DECISION-MAKING; SHORTEST-PATH ALGORITHMS; MANAGEMENT;
D O I
10.1109/TITS.2012.2201478
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
In a large-scale wireless sensor traffic network, collecting and processing of the global real-time traffic information are often unreliable. Making real-time navigation decision becomes an arduous task. To address this issue, an efficient wireless-sensor-network-based real-time vehicle navigation algorithm is proposed, in which multiple local traffic information is considered to make a navigation decision in a quick and accurate way. At the same time, a general distance metric is defined for the processing of both exact and fuzzy data. In addition, the algorithm can provide various navigation decisions according to the choice of different attributes to meet the diverse navigation requirements of drivers. Simulation results show the suitability and efficiency of the proposed algorithm.
引用
收藏
页码:1657 / 1666
页数:10
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