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Author:

Kong, Dewen (Kong, Dewen.) | Sun, Lishan (Sun, Lishan.) (Scholars:孙立山) | Chen, Yingda (Chen, Yingda.)

Indexed by:

Scopus SCIE

Abstract:

The mixed traffic of conventional vehicles (CVs) and connected and autonomous vehicles (CAVs) will dominate a long period in the popularization of CAVs and its dynamics are still not clear, especially in some complicated traffic scenarios. In this paper, an improved cellular automaton model was applied to investigate the CVs-CAVs mixed traffic dynamics around freeway merging area. The lane-changing rules were improved to consider the difference between CAVs and CVs and also the variation of drivers' aggressive driving during the merging process. The simulation has been conducted with different traffic demands and percentages of CAVs while the phase diagram, spatial-temporal diagram, characteristics of traffic volume, velocity profiles, stability and traffic conflict around the merging area were obtained. The results show that CAVs contribute to improving the traffic operation of freeway merging area in most conditions. However, more CAVs in the merging area without proper management will have a negative impact on traffic if the traffic demand for the main road is great. For example, the stability can decrease and particularly, the on-ramp traffic will be completely blocked when the percentage of CAVs is one. The findings can provide a basis for further research on the CVs-CAVs mixed traffic.

Keyword:

Traffic dynamics connected and autonomous vehicle merging area mixed traffic cellular automaton

Author Community:

  • [ 1 ] [Kong, Dewen]Beijing Univ Technol, Beijing Key Lab Traff Engn, Beijing 100124, Peoples R China
  • [ 2 ] [Sun, Lishan]Beijing Univ Technol, Beijing Key Lab Traff Engn, Beijing 100124, Peoples R China
  • [ 3 ] [Chen, Yingda]Beijing Univ Technol, Beijing Key Lab Traff Engn, Beijing 100124, Peoples R China

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Source :

INTERNATIONAL JOURNAL OF MODERN PHYSICS C

ISSN: 0129-1831

Year: 2022

Issue: 10

Volume: 33

1 . 9

JCR@2022

1 . 9 0 0

JCR@2022

ESI Discipline: PHYSICS;

ESI HC Threshold:41

JCR Journal Grade:2

CAS Journal Grade:4

Cited Count:

WoS CC Cited Count: 5

SCOPUS Cited Count: 4

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 6

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