Research Summary
Hu’s research focuses on smart mobility systems, investigating how technology can be used to create safer and more efficient ways to travel, especially when behind the wheel. As a doctoral student at the University of Arizona, Hu helped to create Metropia, Inc., a start-up company that uses artificial intelligence and other emerging technologies to help manage traffic congestion and improve transit accessibility.
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Recent Publications
Dynamical Modeling of Battery Life-Cycle Ecosystem
Bhaskar, K., Vyas, S. D., Padisala, S. K., Rahn, C. D., Hu, X. & Dey, S., Oct 1 2024, In: IFAC-PapersOnLine. 58, 28, p. 642-647 6 p.Research output: Contribution to journal › Conference article › peer-review
Infrastructure sensor-based cooperative perception for early stage connected and automated vehicle deployment
Chen, C., Tang, Q., Hu, X. & Huang, Z., 2024, In: Journal of Intelligent Transportation Systems: Technology, Planning, and Operations. 28, 6, p. 956-970 15 p.Research output: Contribution to journal › Article › peer-review
Analysis of spatial interactions among shared e-scooters, shared bikes, and public transit
Lu, M., Traut, E. J., Ilgin Guler, S. & Hu, X., 2024, In: Journal of Intelligent Transportation Systems: Technology, Planning, and Operations. 28, 4, p. 587-603 17 p.Research output: Contribution to journal › Article › peer-review
Catchment-Area Delineation Approach Considering Travel Purposes for Station-Level Ridership Prediction Task
Ma, C., Cheng, Y., Zhang, S., Chen, K., Wei, J. & Hu, X., May 2024, In: Transportation Research Record. 2678, 5, p. 397-415 19 p.Research output: Contribution to journal › Article › peer-review
Bridging multi-level vehicle behavioural patterns with long-term pavement condition: a bidirectional modelling approach for progressively mixed autonomous traffic flow
Qi, H. & Hu, X., 2024, In: Transportmetrica B. 12, 1, 2363287.Research output: Contribution to journal › Article › peer-review
Bridging Specified States With Stochastic Behavioral-Consistent Vehicle Trajectories for Enhanced Digital Twin Simulation Realism
Qi, H., Chen, C. & Hu, X., May 15 2024, In: IEEE Internet of Things Journal. 11, 10, p. 18635-18646 12 p.Research output: Contribution to journal › Article › peer-review
Deadlock detection, cooperative avoidance and recovery protocol for mixed autonomous vehicles in unstructured environment
Qi, H. S., Song, Y., Huang, Z. T. & Hu, X. B., Mar 2024, In: IET Intelligent Transport Systems. 18, 3, p. 495-516 22 p.Research output: Contribution to journal › Article › peer-review
A multi-state merging based analytical model for an operation design domain of autonomous vehicles in work zones on two-lane highways
Tang, Q. & Hu, X., 2024, In: Journal of Intelligent Transportation Systems: Technology, Planning, and Operations. 28, 3, p. 372-385 14 p.Research output: Contribution to journal › Article › peer-review
Hub Node Identification in Urban Rail Transit Network Evolution Using a Ridership-Weighted Network
Tian, T., Cheng, Y., Liang, Y., Ma, C., Chen, K. & Hu, X., Aug 2024, In: Transportation Research Record. 2678, 8, p. 549-569 21 p.Research output: Contribution to journal › Article › peer-review
Connectivity-preserving rendezvous in discrete-time multi-agent systems via relative neighborhood proximity graph
Xie, G., Zhong, B., Xu, H., Li, Y., Hu, X. & Wang, C. D., Feb 2024, In: Transactions of the Institute of Measurement and Control. 46, 4, p. 771-784 14 p.Research output: Contribution to journal › Article › peer-review
Consensus Seeking in Large-Scale Multiagent Systems With Hierarchical Switching-Backbone Topology
Xie, G., Xu, H., Li, Y., Wang, C. D., Zhong, B. & Hu, X., 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 11, p. 15810-15824 15 p.Research output: Contribution to journal › Article › peer-review
Sequential Trajectory Data Publishing With Adaptive Grid-Based Weighted Differential Privacy
Xie, G., Xu, H., Xu, J., Zhao, S., Li, Y., Wang, C. D., Hu, X. & Tian, Y., 2024, In: IEEE Transactions on Knowledge and Data Engineering. 36, 12, p. 9249-9262 14 p.Research output: Contribution to journal › Article › peer-review
Sustainable Distributed Adaptive Platoon in Multi-Agent Mobile-Edge Computing Networks for Lane Reduction Scenario
Xie, G., Zhong, B., Xu, H., Li, Y., Hu, X., Jiang, Z. & Tian, Y., 2024, In: IEEE Transactions on Intelligent Transportation Systems. 25, 11, p. 15673-15686 14 p.Research output: Contribution to journal › Article › peer-review
A general metro timetable rescheduling approach for the minimisation of the capacity loss after random line disruption
Zhang, S., Cheng, Y., Chen, K., Ma, C., Wei, J. & Hu, X., 2024, In: Transportmetrica A: Transport Science. 20, 3, 2204965.Research output: Contribution to journal › Article › peer-review
A machine learning-based approach to assess impacts of autonomous vehicles on pavement roughness
Chen, C., Song, Y., Wang, Y. D., Hu, X. & Liu, J., Sep 4 2023, In: Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences. 381, 2254, 20220176.Research output: Contribution to journal › Article › peer-review