Mingfeng Shang

Mingfeng Shang

he/him

Research Assistant Professor

Publications

You can also find my articles on my Google Scholar profile.

Journal Publications

  1. S. Wang, M. Shang, and R. Stern. Analytical characterization of cyberattacks on adaptive cruise control vehicles. IEEE Transactions on Intelligent Transportation Systems, Under Review, 2023.
  2. M. Shang, S. Wang, and R. Stern. Extending ramp metering control to mixed autonomy traffic flow with varying degrees of automation. Transportation Research Part C: Emerging Technologies, 151:104119, 2023. Online Access.
  3. S. Wang, M. Shang, M. Levin, and R. Stern. A general approach to smoothing nonlinear mixed traffic via control of autonomous vehicles. Transportation Research Part C: Emerging Technologies, 146:103967, 2023. Online Access.
  4. M. Shang, S. Wang, and R. Stern. Modeling adaptive cruise control vehicle dynamics: A two-condition continuous asymmetric car-following model. IEEE Transactions on Intelligent Vehicles, Under Review, 2023.
  5. M. Shang, B. Rosenblad, and R. Stern. A novel asymmetric car-following model for driver-assist-enabled vehicle dynamics. IEEE Transactions on Intelligent Transportation Systems, 23(9):15696–15706, 2022. Online Access.
  6. T. Li, M. Shang, S. Wang, and R. Stern. Understanding and detecting malicious cyberattacks on adaptive cruise control vehicles: A machine learning approach. IEEE Transactions on Intelligent Vehicles, Under Review, 2023.
  7. H. Jeon, R.F. Benekohal, B. Garshasebi, and M. Shang. Comparison of an adaptive signal system to time-based coordination plan along a signalized arterial. Advances in Transportation Studies, 56, 2022. Online Access.
  8. M. Shang and R. Stern. Impacts of commercially available adaptive cruise control vehicles on highway stability and throughput. Transportation Research Part C: Emerging Technologies, 122:102897, 2021. Online Access.
  9. M. Levin, M. Shang, and R. Stern. Effects of short-term travel on COVID-19 spread: A novel SEIR model and case study in Minnesota. PLoS ONE, 16(1):e0245919, 2021. Online Access.

Conference Proceedings

  1. A. Zare, M. Shang, D. Kan, and R. Stern. Modeling car-following behavior of electric adaptive cruise control vehicles using experimental testbed data. 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), IEEE, 2023.
  2. M. Shang, S. Wang, and R. Stern. Capacity implications of personalized adaptive cruise control. 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), IEEE, 2023.
  3. T. Li, B. Rosenblad, S. Wang, M. Shang, and R. Stern. Exploring energy impacts of cyberattacks on adaptive cruise control vehicles. 2023 IEEE Intelligent Vehicles Symposium (IV), pages 1–6, IEEE, 2023. Online Access.
  4. M. Shang and R. Stern. Impacts of mixed autonomy traffic flow with adaptive cruise control vehicles on fuel consumption and emissions. 2023 8th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), pages 1–6, IEEE, 2023. Online Access.
  5. M. Shang, S. Wang, and R. Stern. Modeling adaptive cruise control vehicles: A continuous asymmetric car-following perspective. 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), pages 923–928, IEEE, 2022. Online Access.
  6. S. Wang, M. Shang, M. Levin, and R. Stern. Smoothing nonlinear mixed traffic with autonomous vehicles: Control design. 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), pages 661–666, IEEE, 2022. Online Access.
  7. T. Li, M. Shang, S. Wang, and R. Stern. Detecting stealthy cyberattacks on automated vehicles via generative adversarial networks. 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), pages 3632–3637, IEEE, 2022. Online Access.
  8. D. Vrabac, M. Shang, B. Butler, J. Pham, R. Stern, and P. Pare. Capturing the effects of transportation on the spread of COVID-19 with a multi-networked SEIR model. 2021 American Control Conference (ACC), pages 3152–3157, IEEE, 2021. Online Access.
  9. M. Shang and R. Stern. A hybrid fundamental diagram for modeling mixed human and automated traffic flow. 2021 7th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), pages 1–6, IEEE, 2021. Online Access.
  10. M. Shang and R. Stern. Calibrating heterogeneous car-following models for human drivers in oscillatory traffic conditions. 2020 Forum on Integrated and Sustainable Transportation Systems (FISTS), pages 101–106, IEEE, 2020. Online Access.
  11. M. Shang, F. Hauer, and R. Stern. Do cut-ins matter: Assessing the impact of lane changing and string stability on traffic flow. 2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC), pages 1–6, IEEE, 2020. Online Access.
  12. R. Benekohal, B. Garshasebi, H. Jeon, and M. Shang. Evaluation of adaptive signal control technology—Volume 3: Comparison of TBC 2017 and ASCT 2017. Technical Report, Illinois Center for Transportation, Illinois Department of Transportation, 2019. Online Access.