Journal and Conference Publications

Published

Year Title Journal/Conference Author Link
2023 Physics-informed deep reinforcement learning-based integrated two-dimensional car-following control strategy for connected automated vehicles Knowledge-Based Systems Shi, H., Zhou, Y., Wu, K., Chen, S., Ran, B & Nie, Q. Full Text
2023 A deep reinforcement learning based distributed control strategy for connected automated vehicles in mixed traffic platoon Transportation Research Part C: Emerging Technologies Shi, H., Chen, D., Zheng N., Wang, X., Zhou, Y., & Ran, B. Full Text
2022 How to Collect Tribal Crash Data Properly? Experience from a New Wisconsin Crash Reporting System International Conference on Transportation and Development 2022 Chen, T., Shi, H*., Vorhes, G., Parker, S. T., & Noyce, D. A. Full Text
2022 Rolling-horizon-based strategy of fully cooperative traffic under signalized intersections Computer-Aided Civil and Infrastructure Engineering Yao, Y., Zhou, Y., Xia, J., Wang, X., Li, X., & Ran, B. Full Text
2022 Distributed Connected Automated Vehicles Control Under Real-Time Aggregated Macroscopic Car Following Behavior Estimation Based on Deep Reinforcement Learning SSRN Shi, H., Chen, D., Zheng, N., Wang, X., Zhou, Y., & Ran, B. Full Text
2022 Generative Adversarial Network for Car Following Trajectory Generation and Anomaly Detection SSRN Shi, H., Dong, S., Wu, Y., Li, S., Zhou, Y., & Ran, B. Full Text
2022 Spatially Formulated Connected Automated Vehicle Trajectory Optimization with Infrastructure Assistance Journal of Advanced Transportation Yi, R., Zhou, Y., Wang, X., Liu, Z., Li, X., & Ran, B. Full Text
2022 An integrated car-following and lane changing vehicle trajectory prediction algorithm based on a deep neural network Physica A: Statistical Mechanics and its Applications Shi, K., Wu, Y., Shi, H., Zhou, Y., & Ran, B. Full Text
2022 A deep reinforcement learning‐based distributed connected automated vehicle control under communication failure Computer‐Aided Civil and Infrastructure Engineering Shi, H., Zhou, Y., Wang, X., Fu, S., Gong, S., & Ran, B. Full Text
2021 Connected and automated vehicle distributed control for on-ramp merging scenario: A virtual rotation approach Transportation Research Part C: Emerging Technologies Chen, T., Wang, M., Gong, S., Zhou, Y., & Ran, B. Full Text
2021 Connected automated vehicle cooperative control with a deep reinforcement learning approach in a mixed traffic environment Transportation Research Part C: Emerging Technologies Shi, H., Zhou, Y., Wu, K., Wang, X., Lin, Y., & Ran, B. Full Text
2021 An integrated Empirical Mode Decomposition and Butterworth filter based vehicle trajectory reconstruction method Physica A: Statistical Mechanics and its Applications Dong, S., Zhou, Y., Chen, T., Li, S., Gao, Q., & Ran, B. Full Text
2021 Cooperative critical turning point-based decision-making and planning for CAVH intersection management system IEEE Transactions on Intelligent Transportation Systems Li, S., Shu, K., Zhou, Y., Cao, D., & Ran, B. Full Text
2021 A distributed deep reinforcement learning–based integrated dynamic bus control system in a connected environment Computer‐Aided Civil and Infrastructure Engineering Shi, H., Nie, Q., Fu, S., Wang, X., Zhou, Y., & Ran, B. Full Text
2020 A Feature-Based Approach to Large-Scale Freeway Congestion Detection Using Full Cellular Activity Data IEEE Transactions on Intelligent Transportation Systems Li, S., Cheng, Y., Jin, P., Ding, F., Li, Q., & Ran, B. Full Text
2020 Urban arterial traffic status detection using cellular data without cellphone GPS information Transportation research part C: emerging technologies Li, S., Li, G., Cheng, Y., & Ran, B. Full Text
2019 Large-scale full-coverage traffic speed estimation under extreme traffic conditions using a big data and deep learning approach: Case study in China Journal of Transportation Engineering, Part A: Systems Ding, F., Zhang, Z., Zhou, Y., Chen, X., & Ran, B. Full Text
2019 Development of an Integrated Transportation System of Connected Automated Vehicles and Highways  ITE Journal Ran, B., Cheng, Y., Leight, S., & Parker, S. Full Text

Under Revision

  1. Chen, T., Gong, S., Wang, M., Wang, X., Zhou, Y., & Ran, B. Stochastic capacity analysis for a distributed connected automated vehicle virtual car-following control strategy. (Under Revision)

Last updated: Mar. 21, 2023