The impacts of connected autonomous vehicles on mixed traffic flow: A comprehensive review
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Unstable traffic flow can arise from differences in cognitive and judgment abilities between AVs and non-AVs, as well as from driver behavior characteristics influenced by ODD.
“Numerous studies have concluded that unstable traffic flow can arise from differences in cognitive and judgment abilities between AVs and non-AVs, as well as from driver behavior characteristics influenced by ODD [11][12][13].”
From Evaluation of Autonomous Driving Safety by Operational Design Domains (ODD) in Mixed Traffic (2024) · cites this paper as [12]
Cites
Impacts of cooperative adaptive cruise control on freeway traffic flow
Shladover, S. E., Su, D., & Lu, X.-Y. (2012) · Transportation Research Record: Journal of the Transportation Research Board · doi:10.3141/2324-08 · Cited by 887 · see citing works
Help or hindrance? The travel, energy and carbon impacts of highly automated vehicles
Wadud, Z., MacKenzie, D., & Leiby, P. (2016) · Transportation Research Part A: Policy and Practice · doi:10.1016/j.tra.2015.12.001 · Cited by 859 · see citing works
Faisal, A., Yigitcanlar, T., Kamruzzaman, M., & Currie, G. (2019) · Journal of Transport and Land Use · doi:10.5198/jtlu.2019.1405 · Cited by 427 · see citing works
Evaluating the impact of connected and autonomous vehicles on traffic safety
Ye, L., & Yamamoto, T. (2019) · Physica A: Statistical Mechanics and its Applications · doi:10.1016/j.physa.2019.04.245 · Cited by 296 · see citing works
An Analysis of Possible Energy Impacts of Automated Vehicles
Brown, A., Gonder, J., & Repac, B. (2014) · Lecture Notes in Mobility · doi:10.1007/978-3-319-05990-7_13 · Cited by 217 · see citing works
Autonomous vehicles: Scientometric and bibliometric review
Gandia, R. M., Antonialli, F., Cavazza, B. H., Neto, A. M., Lima, D. A. D., Sugano, J. Y., Nicolai, I., & Zambalde, A. L. (2019) · Transport Reviews · doi:10.1080/01441647.2018.1518937 · Cited by 157 · see citing works
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Jin, S., Sun, D.-H., Zhao, M., Li, Y., & Chen, J. (2020) · Physica A: Statistical Mechanics and its Applications · doi:10.1016/j.physa.2020.124217 · Cited by 86 · see citing works
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Evaluation of Autonomous Driving Safety by Operational Design Domains (ODD) in Mixed Traffic
Kim, H., Ko, J., Oh, C., & Kim, S. (2024) · Sustainability · doi:10.3390/su16229672 · Cited by 18 · see citing works
- Authors
- Pan, Y., Wu, Y., Xu, L., Xia, C., & Olson, D. L.
- Affiliations
- Renmin University of China (CN)
- Tiangong University (CN)
- University of Nebraska–Lincoln (US)
- Corresponding author
- Xu, Lu
- Venue
- Physica A: Statistical Mechanics and its Applications
- Publisher
- Elsevier BV
- Published
- 2024-02
- Volume
- 635
- Pages
- 129454
- ISSN
- 0378-4371 (ISSN-L)
- OpenAlex
- W4390546709
- Cited by
- 102
- References
- 9
- Citations by year
- 2026: 47 · 2025: 40 · 2024: 15
- FWCI
- 15.99
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- Physica A Statistical Mechanics and its Applications (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Funders
- National Natural Science Foundation of China (72101258)
- Renmin University of China (23XNA033)
- Fundamental Research Funds for the Central Universities
- Topics
- Physical Sciences › Engineering › Control and Systems Engineering › Traffic control and management
- Physical Sciences › Engineering › Automotive Engineering › Transportation and Mobility Innovations
- Physical Sciences › Engineering › Building and Construction › Traffic Prediction and Management Techniques
- Keywords
- connected and autonomous vehicles, mixed traffic, traffic efficiency, traffic flow stability, road safety, energy emissions, environmental impact, human-driven vehicles
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
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