Published
2024
| Title | Journal/Conference | Author | Link |
|---|---|---|---|
| Enhancing Pedestrian Trajectory Prediction with Crowd Trip Information | arXiv preprint | Tamaru, R., Li, P., & Ran, B. | Full Text |
| Real-World Data Inspired Interactive Connected Traffic Scenario Generation | arXiv preprint | You, J., Li, P., Cheng, Y., Wu, K., Gan, R., Parker, S., & Ran, B. | Full Text |
| Goal-based Neural Physics Vehicle Trajectory Prediction Model | arXiv preprint | Gan, R., Shi, H., Li, P., Wu, K., An, B., Li, L., Ma, J., Ma, C., & Ran, B. | Full Text |
| Hypergraph-based Motion Generation with Multi-modal Interaction Relational Reasoning | arXiv preprint | Wu, K., Zhou, Y., Shi, H., Lord, D., Ran, B., & Ye, X. | Full Text |
| Analytical Optimized Traffic Flow Recovery for Large-scale Urban Transportation Network | arXiv preprint | Fu., S., Shi, H., Liang, S., Wang, X., & Ran, B. | Full Text |
| Exploring Driving Behavior for Autonomous Vehicles Based on Gramian Angular Field Vision Transformer | IEEE Transactions on Intelligent Transportation Systems | You, J., Chen, Y., Jiang, Z., Liu, Z., Huang, Z., Ding, Y., & Ran, B. | Full Text |
| V2X-VLM: End-to-End V2X Cooperative Autonomous Driving Through Large Vision-Language Models | arXiv preprint | You, J., Shi, H., Jiang, Z., Huang, Z., Gan, R., Wu, K., Cheng, X., Li, X., & Ran, B. | Full Text |
| Crossfusor: A Cross-Attention Transformer Enhanced Conditional Diffusion Model for Car-Following Trajectory Prediction | arXiv preprint | You, J., Shi, H., Wu, K., Long, K., Fu, S., Chen, S., & Ran, B. | Full Text |
| Cell Transmission Model based Connected Automated Traffic Control for Signalized Intersections | SSRN | Yao, Y., Pu, F., Zhou, Y., Wang, X., Li, X., & Ran B. | Full Text |
| A Freeway Traffic Flow Prediction Model Based on a Generalized Dynamic Spatio-Temporal Graph Convolutional Network | IEEE Transactions on Intelligent Transportation Systems | Gan, R., An, B., Li, L., Qu, X., & Ran, B. | Full Text |
| Truck Parking Usage Prediction with Decomposed Graph Neural Networks | arXiv preprint | Tamaru, R., Cheng, Y., Parker, S., Perry, E., Ran, B., & Ahn, S. | Full Text |
2023
| Title | Journal/Conference | Author | Link |
|---|---|---|---|
| Graph-Based Interaction-Aware Multimodal 2D Vehicle Trajectory Prediction Using Diffusion Graph Convolutional Networks | IEEE Transactions on Intelligent Vehicles | Wu, K., Zhou, Y., Shi, H., Li, X., & Ran, B. | Full Text |
| Architecture design of a vehicle–road-cloud collaborative automated driving system | Urban Lifeline | Ran, B., Zheng, Y., Luo, K., Ma, H., Rui, Y., Li, L., Li, X., Hu, J., & Hu Y. | Full Text |
| 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 | Wu, K., Cheng, Y., Parker, S., Ran B., & Noyce, D. | Full Text |
| Snowflake Schema-Based Data Warehouse for Analyzing Crash, Citation, and Warning Traffic Safety Records | International Conference on Transportation and Development 2023 | Fu, S., Parker, S., & Bill, A. | 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 | Tamaru, R., Cheng, Y., Parker, S., Perry, E., Ran, B., & Ahn, S. | Full Text |
| Stochastic capacity analysis for a distributed connected automated vehicle virtual car-following control strategy | Transportation Research Part C: Emerging Technologies | Chen, T., Gong, S., Wang, M., Wang, X., Zhou, Y., & Ran, B. | 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
Last updated: Feb 02, 2024