A message efficient intersection control algorithm for intelligent transportation in smart cities

被引:9
|
作者
Ni, Wei [1 ,3 ,4 ]
Wu, Weigang [1 ,3 ,4 ]
Li, Keqin [2 ]
机构
[1] Sun Yat Sen Univ, Sch Data & Comp Sci, Guangzhou 510006, Guangdong, Peoples R China
[2] SUNY Coll New Paltz, Dept Comp Sci, New Paltz, NY 12561 USA
[3] Guangdong Prov Key Lab Big Data Anal & Proc, Guangzhou 510006, Guangdong, Peoples R China
[4] Minist Educ, Key Lab Machine Intelligence & Adv Comp, Guangzhou 510006, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
Intersection control; Intelligent transportation system; Distributed algorithm; Internet of Things; Vehicular ad hoc networks; TRAFFIC SIGNAL CONTROL; NETWORKS;
D O I
10.1016/j.future.2016.10.033
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
IoV based traffic control at intersections has been recently studied widely to realize intelligent transportation. However, existing solutions usually suffer from high communication cost, which may cause serious packet interference and long time delays. In this paper, we design a new algorithm to realize intersection control via vehicular ad hoc networking. We basically adopt the approach of mutual exclusion, which can let vehicles at an intersection compete for the privilege of passing, via message exchange. Different from existing works, we adopt a group based privilege competition design. By letting only group head handling requests from other lanes, message cost can be significantly reduced. Reducing communication cost is a significant issue in IoV based intersection control because high communication cost will cause packet interference and packet losses, which further result in safety problems. The key challenges lie in deterring group size and recognizing group head. Compared similar works, our new algorithm can conduct intersection control with much less message cost, and its advantage is validated by simulations using ns3. (C) 2016 Published by Elsevier B.V.
引用
收藏
页码:339 / 349
页数:11
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