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自动驾驶仿真测试&自动驾驶规划决策
Zhang H, Sun J, Tian Y* (2023) Accelerated Risk Assessment for Highly Automated Vehicles: Surrogate-based Monte Carlo Method, IEEE Transactions on Intelligent Transportation Systems (SCI, IF=9.551, doi:10.1109/TITS.2023.3335104)
王之中*，田野，孙剑，黄龑，余荣杰 (2023) 自动驾驶测试公共服务平台建设与思考，交通运输工程学报（in press）
Zhang H, Sun J, Tian Y* (2023) Accelerated Safety Testing for Highly Automated Vehicles: Application and Capability Comparison of Surrogate Models, IEEE Transactions on Intelligent Vehicles (SCI, IF=8.5, doi:10.1109/TIV.2023.3319158)
Huang Y, Ye Y, Sun J, Tian Y* (2023), Characterizing the Impact of Autonomous Vehicles on Macroscopic Fundamental Diagrams, IEEE Transactions on Intelligent Transportation Systems (SCI, IF=9.551, doi:10.1109/TITS.2023.3265647)
Chen Q, Zhang H, Zhou H, Sun J, Tian Y* (2023) Adaptive Design of Experiments for Fault Injection Testing of Highly Automated Vehicles, IEEE Intelligent Transportation Systems Magazine (SCI, IF=3.6, doi:10.1109/MITS.2023.3303474)
Shao Y, Sun J, Kan Y, Tian Y* (2022) Operation of Dedicated Lanes with Intermittent Priority on Highways: Conceptual Development and Simulation Validation, Journal of Intelligent Transportation Systems: Technology, Planning, and Operations (SCI, IF=3.839, doi:10.1080/15472450.2022.2101110)
Sun J, Zhang H, Zhou H, Yu R, Tian Y* (2021) Scenario-Based Test Automation for Highly Automated Vehicles: A Comprehensive Review and Pave the Way for Systematic Safety Assurance, IEEE Transactions of Intelligent Transportation Systems (SCI, IF=6.492, doi:10.1109/TITS.2021.3136353)
Sun J, Zhou H, Xi H, Zhang H, Tian Y* (2021) Adaptive Design of Experiments for Safety Evaluation of Automated Vehicles, IEEE Transactions of Intelligent Transportation Systems (SCI, IF=6.492, doi:10.1109/TITS.2021.3130040)
Fu Q, Tian Y*, Sun J (2021) Modeling and Simulation of Dynamic Lane Reversal Using a Cell Transmission Model, Journal of Intelligent Transportation Systems: Technology, Planning, and Operations (SCI, IF=4.277, doi:10.1080/15472450.2021.1973898)
Sun J, Qi X, Xu Y, Tian Y* (2020) Vehicle Turning Behavior Modeling at Conflicting Areas of Mixed-Flow Intersections Based on Deep Learning.IEEE Transactions on Intelligent Transportation Systems 21(9), 3674-3685. (SCI, IF=5.774, doi:10.1109/TITS.2019.2931701)
余荣杰，田野，孙剑* (2020) 高等级自动驾驶汽车虚拟测试：研究进展与前沿，中国公路学报，第33卷（EI）
主动出行需求管理
Wu J, Sun J, Tian Y*, Zhang HM, Wang Y (2023) Public or Private? Optimal Organization for Incentive-Based Travel Demand Management, Transportation Research Part E: Logistics and Transportation Review (SCI, IF=10.047, doi:10.1016/j.tre.2023.103137)
吴纪龑，孙剑，李政，田野* (2023) 市场渗透率约束下的拼车奖励方案优化模型，华南理工大学学报（自然科学版）
Wu J, Tian Y*, Sun J (2023) Manage Carpooling Using Incentives, Research in Transportation Economic 101:101349 (SCI, IF=3.8, doi:10.1016/j.retrec.2023.101349)
Xiao L, Wu J, Tian Y*, Sun J (2023) Collaborate or compete? Time-varying incentives versus tolling in a parallel bottleneck, Journal of Advanced Transportation (SCI, IF=2.249, doi:10.1155/2023/6402531)
Tian Y, Li Y*, Sun J (2022) Stick or Carrot for Travel Demand Management? Evidence from an Experimental Economics, Transportation Research Part A: Policy and Practice 160, 235-254. (SCI, IF=5.594, doi:10.1016/j.tra.2022.04.010)
Liu Y, Li Y, Qin G, Tian Y*, Sun J (2022) Understanding the Behavioral Effect of Incentives on Departure Time Choice Using Inverse Reinforcement Learning, Travel Behavior & Society 29, 113-124. (SCI, IF=4.983, doi:10.1016/j.tbs.2022.06.006)
Lin X, Wu J, Tian Y*, Sun J, Lei C, Fang Y (2021) Optimizing Budget Allocation for Incentive-Based Active Travel Demand Management Solutions, Transportation Research Record (SCI, IF=1.560, doi:10.1177/03611981211025512)
Tian Y, Li Y, Sun J, Ye J* (2021) Characterizing the Effect of Monetary Incentives on App Usage and Departure Time Choice, Transport Policy 105, 94-102. (SCI, IF=3.382, doi:10.1016/j.tranpol.2021.03.003)
Li T, Chen P, Tian Y* (2021) Personalized Incentive-Based Peak Avoidance and Driving Time-Savings, Transport Policy 100, 68-80. (SCI, IF=3.382, doi:10.1016/j.tranpol.2020.10.008)
Sun J, Wu J, Xiao F, Tian Y*, Xu X (2020) Manage Bottleneck Congestion with Incentives. Transportation Research Part B: Methodological 134, 143-166. (SCI, IF=4.796, doi:10.1016/j.trb.2020.01.010)
Tian Y, Chiu Y-C, Sun J (2019) Understanding behavioral effects of tradable mobility credit scheme: An experimental economics approach.Transport Policy 81, 1-11. (SCI, IF=3.382, doi:10.1016/j.tranpol.2019.05.019)
Tian Y, Chiu Y-C (2015) Day-to-Day Market Power and Efficiency in Tradable Mobility Credits.International Journal of Transportation Science and Technology 4 (3), 209-228 (doi:10.1260/2046-0430.4.3.209)
仿真优化
Li Z, Tian Y*, Sun J, Lu X, Kan Y (2022) Simulation-Based Optimization of Large-Scale Dedicated Bus Lanes Allocation: Use Machine Learning Surrogates to Improve Optimization Efficiency, Transportation Research Part C: Emerging Technologies (SCI, IF=9.022, doi:10.1016/j.trc.2022.103827)
中观交通仿真&动态交通分配
孙剑*，田野，任刚 (2023) 交通系统仿真技术发展趋势与展望，前瞻科技 Vol2, Issue3, doi: 10.3981/j.issn.2097-0781.2023.03.007
Tian Y*, Chiu Y-C (2021) Simulation-Based Dynamic Traffic Assignment with Continuously Distributed Value of Time for Heterogeneous Users, Transportation Research Record (SCI, IF=1.560, doi:10.1177/03611981211044726)
Tian Y, Chiu Y-C, Sun J, Chai C (2020) Sunsetting Skim Matrices: A Trajectory-Mining Approach to Derive Travel Time Skim Matrix in Dynamic Traffic Assignment for Activity-based Model Integration.Journal of Transport and Land Use 13(1): 413-428 (SCI, IF=2.143, doi:10.5198/jtlu.2020.1551)
Li Y, Zhu L, Sun J, Tian Y* (2019) Generating a Spatiotemporal Dynamic Map for Traffic Analysis Using Macroscopic Fundamental Diagram.Journal of Advanced Transportation 2019: 9540386. (SCI, IF=1.983, doi:10.1155/2019/9540386)
Tian Y, Chiu Y-C (2014) A Variable Time-discretization Strategies-based, Time-dependent Shortest Path Algorithm for Dynamic Traffic Assignment.Journal of Intelligent Transportation Systems 18 (4), 339-351. (SCI, IF=2.568, doi:10.1080/15472450.2013.806753)
Tian Y, Chiu Y-C (2012) On the concept and numerical analysis for adaptive traffic simulation.Transportation Research Record 2316, 132-139. (SCI, IF=0.748, doi:10.3141/2316-15)
Kim S, Son Y-J, Tian Y, Chiu Y-C, Yang D (2017) Cognition-Based Hierarchical En-Route Planning for Multi-Agent Traffic Simulation. Expert Systems with Applications 85，335-347 (SCI, IF=4.577, doi:10.1016/j.eswa.2017.05.045)
驾驶行为分析&微观交通仿真
Liu H, Tian Y, Wang D, Sun J* (2022) An Exploration of Data-Driven Microscopic Simulation for Traffic System and Case Study of Freeway, Transportmetrica B: Transport Dynamics (SCI, IF=3.03, doi:10.1080/21680566.2022.2064361)
Xiao Q, Ni Y, Xu Y, Tian Y, Wang J, Sun J* (2021) Autonomous Vehicles’ Car-following Drivability Evaluation Based on Driving Behavior Spectrum Reference Model, Transportation Research Record (SCI, IF=0.746, doi:10.1177/0361198121994857)
Song Z, Wang H, Sun J, Tian Y* (2020) Evaluating Safety and Environmental Impact Using Micro-Simulations: Experimental Findings with VISSIM and TransModeler.Transportation Research Record 2674(8), 566-580. (SCI, IF=0.746, doi:10.1177/0361198120925077)
Liu Q, Sun J, Tian Y* (2020) Modeling and Simulation of Overtaking Events by Heterogeneous Non-Motorized Vehicles on Shared Roadway Segments.Simulation Practice and Application 103: 102072. (SCI, IF=2.426, doi:10.1016/j.simpat.2020.102072)
Liu Q, Sun J, Tian Y*, Ni Y, Yu S (2019) Modeling and Simulation of Nonmotorized Vehicles’ Dispersion at Mixed Flow Intersections.Journal of Advanced Transportation2019: 9127062. (SCI, IF=1.983, doi:10.1155/2019/9127062)（驾驶行为分析）
Liu Q, Sun J, Tian Y, Ni Y (2019) Modeling and Simulation of Cross-Line Overtaking Behavior of Non-Motorized Vehicles at Mixed Flow Intersection.Journal of Tongji University (Natural Science), 2019,47(11):1585-1592（EI）
交通大数据分析
Chen X, Yin J, Tang K, Tian Y, Sun J* (2022) Vehicle Trajectory Reconstruction at Signalized Intersections Under Connected and Automated Vehicle Environment, IEEE Transactions of Intelligent Transportation Systems (SCI, IF=6.492, doi:10.1109/TITS.2022.3150577)
Zhang H, Sun J, Tian Y* (2020), The impact of socio-demographic characteristics and driving behaviors on fuel efficiency.Transportation Research Part D: Transport and Environment 88: 102565. (SCI, IF=4.577, doi:10.1016/j.trd.2020.102565)
Yu R, Wang Y, Quddus M, Li J, Wang X, Tian Y* (2020) Investigating Vehicle Roadway Usage Patterns on the Shanghai Urban Expressway System and Their Impacts on Traffic Safety.International Journal of Sustainable Transportation (SCI, IF=2.586, doi:10.1080/15568318.2020.1722869)
Sun J, Dong H, Qin G, Tian Y* (2020) Quantifying the Impact of Rainfall on Taxi Hailing and Operation.Journal of Advanced Transportation2020: 7081628. (SCI, IF=1.983, doi:10.1155/2020/7081628)
Mei Z, Tian Y, Li D (2012) Analysis of Parking Reliability Guidance of Urban Parking Variable Message Sign System.Mathematical Problems in Engineering2012:128379. (SCI, IF=1.179, doi:10.1155/2012/128379)
Mei Z, Tian Y (2011) Optimized combination model and algorithm of parking guidance information configuration.EURASIP Journal on Wireless Communications and Networking 2011:104 (SCI, IF=1.592, doi:10.1186/1687-1499-2011-104)
会议论文
Mei Y, Li Z,Tian Y, Sun J, Fu Q, Tang J* (2023), Simulation-Based Optimization of Variable Speed Limit Control Strategy at Freeway Recurrent Bottlenecks, 102nd Annual Meeting of Transportation Research Board, Washington, DC.
Zheng W, Zhang H,Tian Y*, Wang D (2023), Accelerated Training of Autonomous Vehicles: A Dual Evolution Approach, 102nd Annual Meeting of Transportation Research Board, Washington, DC.
Fu A,Tian Y*, Wang D (2023), Accelerated Falsification and Verification of Autonomous Driving Systems in Sophisticated Simulation Environment, 102nd Annual Meeting of Transportation Research Board, Washington, DC.
Zhang, H., Sun, J.,Tian, Y.* (2022), Accelerated Testing for Highly Automated Vehicles: A Combined Method Based on Importance Sampling and Normalizing Flows, The 25th IEEE Intelligent Transportation Systems Conference (IEEE ITSC), Macau, China.
Zhang, H., Zhou, H., Sun, J.,Tian, Y.* (2022), Risk Assessment of Highly Automated Vehicles with Naturalistic Driving Data: A Surrogate-based Optimization Method, The 33rd IEEE Intelligent Vehicles Symposium (IEEE IV), Aachen, Germany.
Chen, Q., Zhang, H., Zhou, H., Sun, J.,Tian, Y.* (2021), Adaptive Design of Experiments for Fault Injection Testing of Highly Automated Vehicles, 101st Annual Meeting of Transportation Research Board, Washington, DC.
Tang, L., Zhang, D.,Tian, Y., Sun, J.* (2021), Parallel Computing-based Calibration for Microscopic Traffic Simulation Model, 101st Annual Meeting of Transportation Research Board, Washington, DC.
Huang, Y., Ye, Y.,Tian, Y., Sun, J.* (2021), Research on the Macroscopic Fundamental Diagram of Mixed Traffic with Manual Vehicles and Autonomous Vehicles, 101st Annual Meeting of Transportation Research Board, Washington, DC.
Qiu, S., Zhao, X.,Tian, Y., Sun, J.* (2021), A Latent Lane Changing Intention Recognition Method Based on Semi-supervised Learning, 101st Annual Meeting of Transportation Research Board, Washington, DC.
Zhao, X.,Tian, Y.,Sun, J.* (2021), Yield or Rush? Social-Preference-Aware Driving Interaction Modeling Using Game-Theoretic Framework, The 24th IEEE International Conference on Intelligent Transportation Systems (ITSC).
Li, Y.,Tian, Y.*, Liu, Y. (2021), Stick or Carrot for Traffic Demand Management? Evidents From Experimental Experiment, World Transportation Convention, Xi’an, China.
Qi, X., Sun, J., Xu, Y., Ni, Y.,Tian, Y. (2021), Autonomous Vehicles’ Car-following Drivability Evaluation Based on Driving Behavior Spectrum Reference Model, 100th Annual Meeting of Transportation Research Board, Washington, DC.
Lin, X., Wu, J., Sun, J.,Tian, Y.*, Optimizing Budget Allocation for Incentive-Based Active Traffic Demand Management Solutions, 100th Annual Meeting of Transportation Research Board, Washington, DC.
Jian Sun, Huajun Zhou, He Zhang,Ye Tian*, Qinghui Ji (2020). Adaptive Design of Experiments for Accelerated Safety Evaluation of Automated Vehicles. The 23rd IEEE International Conference on Intelligent Transportation Systems (ITSC).
Tian, Y., Y.-C, Chiu (2020). Simulation-based dynamic traffic assignment with continuously distributed value of time for heterogeneous users. The 8th International Symposium On Dynamic Traffic Assignment, Seattle, WA.
Zhang, H.,Y. Tian*(2020). Influences on Fuel Consumption: The Impact of Driver’s Socio-Demographic Characters. CICTP 2020. Xi’an, China.
Fu, Q.,Y. Tian*(2020). An Agent-Based Model for Joint Route and Departure Time Choice under Incentive-Based Traffic Demand Management. CICTP 2020. Xi’an, China.
Song, Z., H. Wang, J. Sun andY. Tian*(2020). Evaluating Environmental and Safety Impact Using Micro-Simulations: Experimental Findings with VISSIM and TransModeler. 99th Annual Meeting of Transportation Research Board. Washington, DC.
Li, W., H. Zhang, W. Tang, Y. Yang andY. Tian*(2020). Modeling and Simulation of Dynamic Lane Reversal Using Cell Transmission Model. 99th Annual Meeting of Transportation Research Board, Washington, DC.
Zhu, L., Y. Li,Y. Tian*and J. Sun (2019). A Scale-Dynamic Network Abstraction Approach for Traffic Analysis. CICTP 2019: 4696-4708. Nanjing, China.
Wu, Z., Y. Yang, G. Tan andY. Tian*(2019). A Lane-Level Vehicle Positioning Method Based on Fusion of MM and RSSI-DR for VANET Environment. CICTP 2019: 2187-2198. Nanjing, China.
Wu, J.,Y. Tian*and J. Sun (2019). A Bilevel Programming Framework for Determining the Optimal Incentive-Based Traffic Demand Management Strategy. CICTP 2019, Nanjing, China.
Tian, Y., Y.-C. Chiu and J. Sun (2019). A Trajectory-Mining Approach to Derive Travel Time Skim Matrix in Dynamic Traffic Assignment. CICTP 2019: 4412-4423, Nanjing, China.
Tian, Y., Y.-C. Chiu (2018). “An Online Interactive Experiment to Evaluate Tradable Mobility Credit Strategies”, The 7th International Symposium On Dynamic Traffic Assignment, Hong Kong, China.
Holden, J., Wood, E., Zhu, L., Gonder, J.,Tian, Y., “Development of a Trip Energy Estimation Model Using Real-World Global Positioning System Driving Data”, ITS World Congress 2017, Montreal, Canada.
Tian, Y., Zmud, M., Chiu, Y.-C., Carey, D., Dale, J., Smarda, D., Lehr, R., James, R., “Quality Assessment of Social Media Traffic Reports-A Field Study in Austin, Texas”, Transportation Research Board 94th Annual Meeting, 2015.
Kim, S., Xi, H.,Tian, Y., Son, Y.-J., Chiu, Y.-C., Yang, C., “Drivers' En-Route Divergence Behavior Modeling Using Extended Belief-Desire-Intention (E-BDI) Framework”, Proceedings of the Winter Simulation Conference, 344-355, 2014
Kim, S., Son, Y.-J.,Tian, Y., Chiu, Y.-C., Yang, C., “Hierarchical En-Route Planning under the Extended Belief-Desire-Intention (E-BDI) Framework”, IIE Annual Conference Proceedings, 547, 2014.
Tian, Y., Chiu, Y.-C. “On the Day-to-Day Market Power and Efficiency in Tradable Mobility Credits”, Transportation Research Board 94th Annual Meeting, 2015.
Kim, S., Xi, H.,Tian, Y., Son, Y.-J., Chiu, Y.-C., Yang, C., “Hierarchical En-Route Planning under the Extended Belief-Desire-Intention (BDI) Framework”, Transportation Research Board 93rd Annual Meeting, 2014.
Tian, Y., Chiu, Y.-C. “Computational Efficient Approach to Retaining Zone Pair Travel Time Information in Dynamic Traffic Assignment for Activity-Based Model Integration”, Transportation Research Board 93rd Annual Meeting, 2014.
Tian, Y., Lin, W.-H., “An Enhanced Forward Dynamic Programming Approach for the Lot Size Problem with Time-Dependent Demand”, 18th International Conference of Hong Kong Society for Transportation Studies (HKSTS), Dec 2013.
Tian, Y., Chiu, Y.-C. “A Variable Time Discretization Based Time-dependent Shortest Path Algorithm–Experience with Simulation-based Dynamic Traffic Assignment Model”, Transportation Research Board 91st Annual Meeting, 2012.
Noh, H., Khani, A., Hickman, M.,Tian, Y., Chiu, Y.-C., Villalobos, J., “Integrated Vehicle and Passenger Simulation Model Considering a Multimodal Transportation Network”, 2012 Innovations in Traffic Modeling (ITM).
Tian, Y., Chiu, Y.-C. “On the Concept and Numerical Analysis for Adaptive Traffic Simulation”, Transportation Research Board 91st Annual Meeting, 2012.
Tian, Y., Chiu, Y.-C. “Anisotropic Mesoscopic Traffic Simulation Approach to Support Large-Scale Traffic and Logistic Modeling and Analysis”, Winter Simulation Conference, Dec. 2011, Phoenix, AZ.
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