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START: Status and region aware taxi mobility model for urban vehicular networks

  • Haiquan Wang
  • , Wenjing Yang
  • , Jingtao Zhang
  • , Jiejie Zhao
  • , Yu Wang
  • Beijing Key Laboratory of Network Technology
  • University of North Carolina at Charlotte
  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

The mobility model in urban vehicular networks is one of the most important factors that impacts the evaluation of any vehicular networking protocols via simulations. However, to obtain a realistic mobility model in the dynamic urban environment is very challenging. Recently, several studies extract mobility models from large-scale real data sets (mostly taxi GPS data) without consideration of the statuses of taxi. In this paper, we discover two simple observations related to the taxi status via mining of real taxi traces: (1) the behavior of taxi will be influenced by the statuses, and (2) the macroscopic movement is related with different geographic features in corresponding status. Based on these two observations, a novel taxi mobility model (START) is proposed with respect to taxi status and geographic region. The simulation results illustrate that proposed mobility model has a good approximation with reality in trace samples, distribution of nodes and the contact characteristics.

源语言英语
主期刊名2015 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2015
出版商Institute of Electrical and Electronics Engineers Inc.
594-599
页数6
ISBN(电子版)9781467371315
DOI
出版状态已出版 - 4 8月 2015
活动IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2015 - Hong Kong, 香港特别行政区
期限: 26 4月 20151 5月 2015

出版系列

姓名Proceedings - IEEE INFOCOM
2015-August
ISSN(印刷版)0743-166X

会议

会议IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2015
国家/地区香港特别行政区
Hong Kong
时期26/04/151/05/15

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