RoadRank Algorithm – A Novel Method to Calculate Traffic Index for an Area

Article Preview

Abstract:

Traffic index hasbeen used to provide accurate traffic information to users. Many models havebeen developed to calculate the index for a road, but how to define andcalculate the index for an area still needs more investigation. Here we proposea new model for area index, including a definition of area index itself and a methodto calculate it. But this model can’t be widely used, for some innatelimitations. So we put forward another method based on well-known algorithmPageRank to calculate area index. To test the effectiveness, we apply ouralgorithmto conduct several experiments. Our experiments using standard trafficstatistics provided by ShanghaiTraffic Information Center (STIC), show our method have values for real-time traffic information system.

You might also be interested in these eBooks

Info:

Periodical:

Advanced Materials Research (Volumes 1079-1080)

Pages:

769-775

Citation:

Online since:

December 2014

Authors:

Export:

Price:

Permissions CCC:

Permissions PLS:

Сopyright:

© 2015 Trans Tech Publications Ltd. All Rights Reserved

Share:

Citation:

[1] Weiland, R.J. and Purser, L. B. 2000. Intelligent Transportation Systems,. In Transportation in the New Millennium. State of the Art and Future Directions. Perspectives from Transportation Research Board Standing Committees, p. 6Washington, D.C.: Transportation Research Board. National Research Council.

DOI: 10.17226/14584

Google Scholar

[2] Guan J Z. Urban traffic index, travel index and mathematic model [J]. Journal of Transportation Systems Engineering and Information Technology, 2004, 4(1): 49– 53.

Google Scholar

[3] Lomax Timothy J, Schrank David L, Texas Transportation Institute. The 2005 Annual Urban Mobility Report[R]. Texas A&M University, (2005).

Google Scholar

[4] Information on http: /www. bjjtw. gov. cn/jtw_service/page/service/congestion_index. jsp.

Google Scholar

[5] Information on http: /www. hzjtydzs. com/web/current. aspx.

Google Scholar

[6] Information on http: /szmap. sutpc. com.

Google Scholar

[7] Jiang B, Claramunt C. Topological analysis of urban street networks[J]. Environment and Palnning B, 2004, 31: 151-162.

Google Scholar

[8] M.E. J NewMan. The structure of scientific collaboration networks[J]. PNAS, 2001, 98(2): 404- 409.

Google Scholar

[9] S. Brin and L. Page. The anatomy of a large-scale hyper- textual web search engine. Computer Networks and ISDN Systems, 30(1–7): 107–117, (1998).

DOI: 10.1016/s0169-7552(98)00110-x

Google Scholar

[10] Wu D. Research on the Computational Method based on Markov Chain for Road Weight of Traffic Network [D]. Jilin University, Changchun, (2011).

Google Scholar