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A new car following model from the perspective of visual imaging

Author

Listed:
  • Liang Zheng

    (School of Traffic and Transportation Engineering, Central South University, Changsha, P. R. China)

  • Zhengbing He

    (MOE Key Laboratory for Urban Transportation Complex, Systems Theory and Technology, Beijing Jiaotong University, P. R. China)

Abstract

The paper proposes a car following model from the perspective of visual imaging (VIM), where the visual imaging size of the preceding vehicle on a driver's retina is considered as the stimuli and determines the driving behaviors. NGSIM trajectory data are applied to calibrate and validate the VIM under two scenarios, i.e. following the car and following the truck, whose fitting performance outperforms that of visual angle car following model (VAM). Through linear stability analyses for VIM, it can be drawn that the asymmetry in traffic flow is preserved; the larger vehicle width, vehicle length and vehicle apparent size all benefit enlarging the traffic flow stable region; the traffic flow unstable region when following the car tends to fall in the relatively small distance headway range compared with that when following the truck. After that, numerical experiments demonstrate that the visual imaging information applied in VIM is more contributive to the traffic flow stability than the visual angle information in VAM when following the truck in the relatively large distance headway or involving the driver's perception threshold, i.e. Weber ratio; introducing Weber ratio would break the originally stable traffic flow or deteriorate the traffic fluctuation, which however can be alleviated by increasing drivers' sensitivity, e.g., decreasing Weber ratio. Finally, VIM is verified to be able to satisfy the consistency criteria well from the theoretical aspect.

Suggested Citation

  • Liang Zheng & Zhengbing He, 2015. "A new car following model from the perspective of visual imaging," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 26(08), pages 1-20.
  • Handle: RePEc:wsi:ijmpcx:v:26:y:2015:i:08:n:s0129183115500904
    DOI: 10.1142/S0129183115500904
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    Citations

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    Cited by:

    1. Zheng, Liang & Jin, Peter J. & Huang, Helai, 2015. "An anisotropic continuum model considering bi-directional information impact," Transportation Research Part B: Methodological, Elsevier, vol. 75(C), pages 36-57.
    2. Wang, Xinke & Zhang, Jian & Li, Honghai & He, Zhengbing, 2023. "A mixed traffic car-following behavior model," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 632(P1).

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