Travel time prediction of road network based on multi-source data fusion

被引：0
|
作者：
Liu, Wenting [1 ]
机构：
[1] Hohai Univ, Nanjing 210098, Jiangsu, Peoples R China
来源：
MECHATRONICS AND INTELLIGENT MATERIALS II, PTS 1-6 | 2012年 / 490-495卷
关键词：
predication; travel time; data zusion;
D O I：
10.4028/www.scientific.net/AMR.490-495.850
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper is concerned with the task of travel time pre-diction of urban roadway. For improving the travel time predication ac-curacy, a travel time predication model based multi-source data fusion is proposed. The prediction procedure is divided into two phases, the estimation phase and the prediction phase The method is combined the historical traffic patterns with real-time traffic data as a linear. The resulting model is tested with realistic traffic data, and is found to perform well.
引用
收藏
页码：850 / 854
页数：5
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