Modeling and Analysis of Large-Scale Urban Mobility for Green Transportation
Modeling and Analysis of Large-Scale Urban Mobility for Green Transportation
复制标题
绿色交通大规模城市交通建模与分析
DOI:
10.1109/tii.2017.2785383
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发表时间:
2018-04
影响因子:
12.3
通讯作者:
Wang Jinzhong
中科院分区:
文献类型:
--
作者:
Xia Feng;Rahim Azizur;Kong Xiangjie;Wang Meng;Cai Yinqiong;Wang Jinzhong
Context-aware applications of vehicular social networks (VSNs) play a significant role to achieve the goal of green transportation by sharing driving experience to reduce gasoline consumption. One of the main challenges is to evaluate the performance of these applications, which relies on the underlying VSN mobility model. In this paper, we investigate big urban traffic data to characterize essential features of urban mobility and construct large-scale green urban mobility models. We exploit the road and traffic information to enhance the trip generation algorithm and traffic assignment technique based on the weighted segments of roads. Besides, we perform extensive observations and corrections on the OpenStreetMap imported to simulation of urban mobility to make it analogous to real-world road topology. The experimental results and validation process show that the generated mobility models reveal realistic behavior required for analysis of context-aware applications of VSNs for green transportation systems.
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DOI:
10.1145/2512921.2512924
发表时间:
2013-11
期刊:
--
影响因子:
--
作者:
Xiping Hu;Victor C. M. Leung;K. G. Li;Edmond Kong;Haochen Zhang;Nambiar Shruti Surendrakumar;Peyman TalebiFard
通讯作者:
Xiping Hu;Victor C. M. Leung;K. G. Li;Edmond Kong;Haochen Zhang;Nambiar Shruti Surendrakumar;Peyman TalebiFard
DOI:
10.1145/2507924.2507950
发表时间:
2013-11
期刊:
Proceedings of the 16th ACM international conference on Modeling, analysis & simulation of wireless and mobile systems
影响因子:
--
作者:
Pedro O. S. Vaz de Melo;A. C. Viana;M. Fiore;K. Jaffrès-Runser;Frédéric Le Mouël;A. Loureiro
通讯作者:
Pedro O. S. Vaz de Melo;A. C. Viana;M. Fiore;K. Jaffrès-Runser;Frédéric Le Mouël;A. Loureiro
DOI:
10.1145/2444776.2444798
发表时间:
2013-02
期刊:
--
影响因子:
--
作者:
Wenjie Sha;Daehan Kwak;B. R. Badrinath;L. Iftode
通讯作者:
Wenjie Sha;Daehan Kwak;B. R. Badrinath;L. Iftode
影响因子:
2.4
作者:
B. Raney;N. Cetin;Andreas Völlmy;M. Vrtic;K. Axhausen;K. Nagel
通讯作者:
B. Raney;N. Cetin;Andreas Völlmy;M. Vrtic;K. Axhausen;K. Nagel
DOI:
--
发表时间:
1998-12
期刊:
--
影响因子:
--
作者:
P. Wagner;K. Nagel
通讯作者:
P. Wagner;K. Nagel