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Arterial Coordination for Dedicated Bus Priority Based on a Spectral Clustering Algorithm

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Neural Information Processing (ICONIP 2017)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 10638))

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Abstract

The current method of dedicated bus arterial coordination priority is mostly based on the arterial coordination control scheme of social vehicle, which makes the dedicated bus arterial coordination priority has many limitations. This paper compare social vehicle traffic flow data with bus traffic flow data which obtained from survey to determine the weighted proportion between them by using spectral clustering (SC) method. And then design multi-period division program for intersection by using Piecewise Aggregate Approximation (PAA). At last we get new arterial coordination control scheme by using graphic method. This paper selects per capita delays as efficiency indicator to measure intersection traffic efficiency. After VISSIM simulation we find out that the new-control-methods outstanding performance on bus traffic efficiency which can decrease the per capita delays reach with public transit-oriented purposes. abstract environment.

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References

  1. Yang, G.X.: Research on multi - time signal timing of single intersection. HIT (2005). (in Chinese)

    Google Scholar 

  2. Tang, Q.L., Li, Y.: Research on dynamic multi-time traffic based on assignment model. J. Technol. Econ. Areas Commun. 1(12), 18–20 (2010). (in Chinese)

    Google Scholar 

  3. Ma, W.J., Wu, M.M., Han, B.X., et al.: Bus signal priority control method for isolated intersection based on dynamic variable speed adjustment. Chin. J. Highw. Transp. 2(26), 127–133 (2013). (in Chinese)

    Google Scholar 

  4. Feng, L.: Research on Coordinated Control Theory of Transit Signal Priority. Jilin University School of Transportation, Chang Chun (2009). (in Chinese)

    Google Scholar 

  5. Li, F.: Bus signal prioritya useful technology for Beijing public transportation development. J. Highw. Transp. Res. Dev. 28(7), 26–30 (2011). (in Chinese)

    Google Scholar 

  6. Cai, X.Y., Dai, G.Z., Yang, L.B.: Survey on spectral clustering algorithms. Comput. Sci. 7(35), 14–18 (2008). (in Chinese)

    Google Scholar 

  7. Zhang, W.H., Lu, H.P., Shi, Q.: Optimal signal-planning method of intersections based on bus priority. J. Traffic Transp. Eng. 4(3), 49–53 (2004). (in Chinese)

    Google Scholar 

  8. Xu, T.S.: Research on spectral clustering. Comput. Knowl. Technol. 16(8), 3948–3950 (2012). (in Chinese)

    Google Scholar 

  9. Li, Y., Li, W., Wang, H.C.: An application of cluster analysis algorithm in traffic control. Syst. Eng. 22(2), 66–68 (2004). (in Chinese)

    Google Scholar 

  10. Su, L., Zhou, Y.X., Zhang, G.Q.: A piecewise aggregate approximation algorithm of data stream based on variable sliding window. Sci. Technol. Eng. 9(14), 211–214 (2014). (in Chinese)

    Google Scholar 

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Acknowledgments

This work is partially supported by National Natural Science Foundation (61374191) and by the Great Wall Scholar Program (15038).

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Correspondence to Chunlin Shang .

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Zheng, S., Liu, X., Shang, C., Zheng, G., Zheng, G. (2017). Arterial Coordination for Dedicated Bus Priority Based on a Spectral Clustering Algorithm. In: Liu, D., Xie, S., Li, Y., Zhao, D., El-Alfy, ES. (eds) Neural Information Processing. ICONIP 2017. Lecture Notes in Computer Science(), vol 10638. Springer, Cham. https://doi.org/10.1007/978-3-319-70139-4_60

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  • DOI: https://doi.org/10.1007/978-3-319-70139-4_60

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-70138-7

  • Online ISBN: 978-3-319-70139-4

  • eBook Packages: Computer ScienceComputer Science (R0)

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