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Multi-level traffic-responsive tilt camera surveillance through predictive correlated online learning Journal article
Li, Tao, Bian, Zilin, Lei, Haozhe, Zuo, Fan, Yang, Ya Ting, Zhu, Quanyan, Li, Zhenning, Ozbay, Kaan. Multi-level traffic-responsive tilt camera surveillance through predictive correlated online learning[J]. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2024, 167, 104804.
Authors:  Li, Tao;  Bian, Zilin;  Lei, Haozhe;  Zuo, Fan;  Yang, Ya Ting; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.6/9.6 | Submit date：2024/09/03
Real-time Traffic Surveillance  Online Learning Control  Spatial–temporal Forecasting  Traffic State Estimation  Dynamic Route Planning  
Digital Twin-Assisted Safety Control for Connected Automated Vehicles in Mixed-Autonomy Traffics Journal article
Wang, Xiaoxu, Hao, Min, Wu, Maoqiang, Shang, Chen, Yu, Rong, Kang, Jiawen, Xiong, Zehui, Wu, Yuan. Digital Twin-Assisted Safety Control for Connected Automated Vehicles in Mixed-Autonomy Traffics[J]. IEEE Internet of Things Journal, 2024.
Authors:  Wang, Xiaoxu;  Hao, Min;  Wu, Maoqiang;  Shang, Chen;  Yu, Rong; et al.
Favorite | TC[Scopus]:0  IF:8.2/9.0 | Submit date：2024/10/10
Dt  Safety Control  Rstc  Vehicular Networks  Mixed-autonomy Traffic  
An Adaptive Control Framework for Mixed Autonomy Traffic Platoon Journal article
Tang, Ruru, Li, Zhenning, Xu, Chengzhong. An Adaptive Control Framework for Mixed Autonomy Traffic Platoon[J]. Arabian Journal for Science and Engineering, 2024.
Authors:  Tang, Ruru;  Li, Zhenning;  Xu, Chengzhong
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:2.6/2.5 | Submit date：2024/03/05
Adaptive Control  Autonomous Vehicle  Mixed Autonomy  Traffic Platoon  
MixLight: Mixed-Agent Cooperative Reinforcement Learning for Traffic Light Control Journal article
Yang, Ming, Wang, Yiming, Yu, Yang, Zhou, Mingliang, U, Leong Hou. MixLight: Mixed-Agent Cooperative Reinforcement Learning for Traffic Light Control[J]. IEEE Transactions on Industrial Informatics, 2023, 20(2), 2653-2661.
Authors:  Yang, Ming;  Wang, Yiming;  Yu, Yang;  Zhou, Mingliang;  U, Leong Hou
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:11.7/11.4 | Submit date：2023/09/07
Cooperative Systems  Deep Neural Networks  Multiagent Systems  Reinforcement Learning (Rl)  Traffic Light Control  
Developing a fuzzy-based decision-making procedure for traffic control in expressway congestion management Journal article
Trinh Dinh Toan, Yiik Diew Wong, Soi Hoi Lam, Meng Meng. Developing a fuzzy-based decision-making procedure for traffic control in expressway congestion management[J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2022, 604, 127899.
Authors:  Trinh Dinh Toan;  Yiik Diew Wong;  Soi Hoi Lam;  Meng Meng
Favorite | TC[WOS]:2 TC[Scopus]:1  IF:2.8/2.6 | Submit date：2022/08/02
Fuzzy Logic  Fuzzy Rule Base  Decision Making  Traffic Control  Ramp Metering  Congestion Management  
Ubiquitous Control Over Heterogeneous Vehicles: A Digital Twin Empowered Edge AI Approach Journal article
Fan Bo, Su Zixun, Chen Yanyan, Wu Yuan, Xu Chengzhong, Quek Tony Q.S.. Ubiquitous Control Over Heterogeneous Vehicles: A Digital Twin Empowered Edge AI Approach[J]. IEEE Wireless Communications Magazine, 2022, 30(1), 166 - 173.
Authors:  Fan Bo;  Su Zixun;  Chen Yanyan;  Wu Yuan;  Xu Chengzhong; et al.
Favorite | TC[WOS]:19 TC[Scopus]:25  IF:10.9/11.1 | Submit date：2022/08/19
Artificial Intelligence  Vehicle-to-everything  Road Traffic  Automation  Traffic Control  Sensors  Safety  Risk Management  Reinforcement Learning  Performance Analysis  Optimization  Autonomous Driving  
Development and validation of a driving simulator for traffic control using field data Journal article
Toan, Trinh Dinh, Lam, Soi Hoi, Wong, Yiik Diew, Meng, Meng. Development and validation of a driving simulator for traffic control using field data[J]. Physica A: Statistical Mechanics and its Applications, 2022, 596, 127201.
Authors:  Toan, Trinh Dinh;  Lam, Soi Hoi;  Wong, Yiik Diew;  Meng, Meng
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:2.8/2.6 | Submit date：2022/05/13
Car-following Model  Microscopic Simulation  Model Validation  Traffic Control  Traffic Simulator  
Multistage Fuzzy Logic Controller for Expressway Traffic Control during Incidents Journal article
Dinh Toan, Trinh, Meng, Meng, Lam, Soi Hoi, Wong, Yiik Diew. Multistage Fuzzy Logic Controller for Expressway Traffic Control during Incidents[J]. Journal of Transportation Engineering Part A-Systems, 2022, 148(6), 04022027.
Authors:  Dinh Toan, Trinh;  Meng, Meng;  Lam, Soi Hoi;  Wong, Yiik Diew
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:1.8/2.0 | Submit date：2022/05/13
Multistage Fuzzy Logic Controller (Ms-flc)  Incident Management  Traffic Control  Traffic Simulator  Ramp Metering  
Transit Signal Priority Control with Deep Reinforcement Learning Conference paper
H. K. Cheng, K. P. Kou, K. I. Wong. Transit Signal Priority Control with Deep Reinforcement Learning[C]:IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA, 2022, 78-82.
Authors:  H. K. Cheng;  K. P. Kou;  K. I. Wong
Favorite | TC[WOS]:1 TC[Scopus]:0 | Submit date：2023/01/30
Deep Reinforcement Learning  Transit Signal Priority  Traffic Signal Control  
Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning Journal article
Li,Zhenning, Yu,Hao, Zhang,Guohui, Dong,Shangjia, Xu,Cheng Zhong. Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning[J]. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2021, 125, 103059.
Authors:  Li,Zhenning;  Yu,Hao;  Zhang,Guohui;  Dong,Shangjia;  Xu,Cheng Zhong
Favorite | TC[WOS]:75 TC[Scopus]:96  IF:7.6/9.6 | Submit date：2021/05/31
Multi-agent Reinforcement Learning  Knowledge Sharing  Adaptive Traffic Signal Control  Deep Learning  Transportation Network