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Complex network theoretical analysis on information dissemination over vehicular networks

conference contribution
posted on 2016-07-12, 00:00 authored by J Wang, C Jiang, Longxiang Gao, Shui Yu, Z Han, Y Ren
How to enhance the communication efficiency and quality on vehicular networks is one critical important issue. While with the larger and larger scale of vehicular networks in dense cities, the real-world datasets show that the vehicular networks essentially belong to the complex network model. Meanwhile, the extensive research on complex networks has shown that the complex network theory can both provide an accurate network illustration model and further make great contributions to the network design, optimization and management. In this paper, we start with analyzing characteristics of a taxi GPS dataset and then establishing the vehicular-to-infrastructure, vehicle-to-vehicle and the hybrid communication model, respectively. Moreover, we propose a clustering algorithm for station selection, a traffic allocation optimization model and an information source selection model based on the communication performances and complex network theory.

History

Event

IEEE International Conference on Communications. Conference (2016 : KL, Malaysia)

Pagination

1 - 6

Publisher

IEEE

Location

Kuala Lumpur, Malaysia

Place of publication

Piscataway, N. J.

Start date

2016-05-22

End date

2016-05-27

ISSN

1550-3607

ISBN-13

9781479966646

Language

eng

Publication classification

E Conference publication; E1 Full written paper - refereed

Copyright notice

2016, IEEE

Title of proceedings

ICC 2016. Preceedings of the IEEE International Conference on Communications

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