Real-time traffic jams prediction inspired by Biham, Middleton and Levine (BML) model

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• 作者：Wenbin Hu^a ; ^{hwb@whu.edu.cn} ; ^{hwb77129@126.com} ; Liping Yan^a ; ^b ; Huan Wang^a ; Bo Du^a ; ^c ; ^{gunspace@163.com} ; Dacheng Tao^c
• 关键词：Traffic jam ; BML model ; Prediction ; Real-time ; Urban traffic network
• 刊名：Information Sciences
• 出版年：2017
• 出版时间：March 2017
• 年：2017
• 卷：381
• 期：Complete
• 页码：209-228
• 全文大小：5206 K
• 卷排序：381

文摘

A simple and efficient M-BML model is proposed for urban traffic. An effective way is presented to map real routes into the M-BML model. A novel strategy is constructed to map cells of the M-BML model into real intersections. The M-BML model can predict the traffic jams at real intersections in real time.