Published
2023
Title | Journal/Conference | Author | Link |
---|---|---|---|
Classification of Roadway Infrastructure and Collaborative Automated Driving System | SAE International Journal of Connected and Automated Vehicles | Ran, B., Cheng, Y., Li, S., Li, H., & Parker, S. | Full Text |
Development of the Data Pipeline for a Connected Vehicle Corridor | International Conference on Transportation and Development 2023 | Keshu Wu, Yang Cheng, Steven T. Parker, Bin Ran, and David A. Noyce | Full Text |
Snowflake Schema-Based Data Warehouse for Analyzing Crash, Citation, and Warning Traffic Safety Records | International Conference on Transportation and Development 2023 | Sicheng Fu, Steven T. Parker, and Andrea Bill | Full Text |
Web Portal Development and Site Usage Pattern Analysis for a Multi-State Truck Parking Information Management System (TPIMS) | International Conference on Transportation and Development 2023 | Rei Tamaru, Yang Cheng, Steven Parker, Ernie Perry, Bin Ran, and Soyoung (Sue) Ahn | Full Text |
Stochastic capacity analysis for a distributed connected automated vehicle virtual car-following control strategy | Transportation Research Part C: Emerging Technologies | Tianyi Chen, Siyuan Gong, Meng Wang, Xin Wang, Yang Zhou, Bin Ran | Full Text |
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 |
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
Title | Journal/Conference | Author | Link |
---|---|---|---|
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 |
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 |
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 |
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 |
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 |
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 |
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
Title | Journal/Conference | Author | Link |
---|---|---|---|
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 |
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 |
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 |
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 |
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 |
Development of an Integrated Transportation System of Connected Automated Vehicles and Highways | ITE Journal | Ran, B., Cheng, Y., Leight, S., & Parker, S. | Full Text |
2020
Title | Journal/Conference | Author | Link |
---|---|---|---|
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 |
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
Title | Journal/Conference | Author | Link |
---|---|---|---|
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 |
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
- Wu, K., Zhou, Y., Shi, H., Li, X., & Ran, B. (2023). Graph-Based Interaction-Aware Multimodal 2D Vehicle Trajectory Prediction using Diffusion Graph Convolutional Networks. IEEE Transactions on Intelligent Vehicles. (Under Revision)
Last updated: Sept. 11, 2023