Recent Articles (Journal & Book)
- A non-parametric Bayesian framework for traffic-state estimation at signalized intersection (Junchen Jin, Xiaoliang Ma), In , submitted, 2018.
- A multi-objective agent-based approach for road traffic controls: application for adaptive traffic signal systems (Junchen Jin, Xiaoliang Ma), In , submitted, 2018.
- Freight transport platoon coordination and departure time scheduling under travel time uncertainty (Wei Zhang, Erik Jenelius, Xiaoliang Ma), In Transportation Research Part E: Logistics and Transportation Review, Elsevier, volume 98, 2017.
- Prediction of arterial travel time considering delay in vehicle re-identification (Xiaoliang Ma, Fadi Al Khoury, Junchen Jin), In Transportation Research Procedia, Elsevier, volume 22, 2017.
- Look-ahead speed planning for heavy-duty vehicle platoons using traffic information (Ingrid Johansson, Junchen Jin, Xiaoliang Ma, Henrik Pettersson), In Transportation Research Procedia, Elsevier, volume 22, 2017.
- A stochastic optimization framework for road traffic controls based on evolutionary algorithms and traffic simulation (Junchen Jin, Xiaoliang Ma, Iisakki Kosonen), In Advances in Engineering Software, Elsevier, volume 114, 2017.
- A Multi-criteria Intelligent Control for Traffic Lights Using Reinforcement Learning (Junchen Jin, Xiaoliang Ma), Chapter in Advanced Concepts, Methodologies and Technologies for Transportation and Logistics, Springer, 2017.
- An intelligent control system for traffic lights with simulation-based evaluation (Junchen Jin, Xiaoliang Ma, Iisakki Kosonen), In Control Engineering Practice, Elsevier, volume 58, 2017.
- Hierarchical multi-agent control of traffic lights based on collective learning (Junchen Jin, Xiaoliang Ma), In Engineering applications of artificial intelligence, Elsevier, 2017.
- A group-based traffic signal control with adaptive learning ability (Junchen Jin, Xiaoliang Ma), In Engineering applications of artificial intelligence, Elsevier, volume 65, 2017.
- Analysis of vehicle-bicycle interactions at unsignalized crossings: A probabilistic approach and application (Ary P Silvano, Haris N Koutsopoulos, Xiaoliang Ma), In Accident Analysis & Prevention, Elsevier, volume 97, 2016.
- Modeling cyclist acceleration process for bicycle traffic simulation using naturalistic data (Xiaoliang Ma, Ding Luo), In Transportation research part F: traffic psychology and behaviour, Elsevier, volume 40, 2016.
- Traffic Signal Control with Autonomic Features (Iisakki Kosonen, Xiaoliang Ma), Chapter in Autonomic Road Transport Support Systems, Springer, 2016.
- When Do Drivers Yield to Cyclists at Unsignalized Roundabouts? Empirical Evidence and Behavioral Analysis (Ary P Silvano, Xiaoliang Ma, Haris N Koutsopoulos), In Transportation Research Record: Journal of the Transportation Research Board, Transportation Research Board of the National Academies, 2015.
- Adaptive group-based signal control by reinforcement learning (Junchen Jin, Xiaoliang Ma), In Transportation Research Procedia, Elsevier, volume 10, 2015.
- Analysis of a cooperative variable speed limit system using microscopic traffic simulation (Ellen Grumert, Xiaoliang Ma, Andreas Tapani), In Transportation research part C: emerging technologies, Elsevier, volume 52, 2015.
- Multi-criteria analysis of optimal signal plans using microscopic traffic models (Xiaoliang Ma, Junchen Jin, Wei Lei), In Transportation Research Part D: Transport and Environment, Elsevier, volume 32, 2014.
- Integrated traffic and emission simulation: a model calibration approach using aggregate information (Xiaoliang Ma, Zhen Huang, Haris Koutsopoulos), In Environmental Modeling & Assessment, Springer, volume 19, 2014.
- A model identification scheme for driver-following dynamics in road traffic (Xiaoliang Ma, Magnus Jansson), In Control Engineering Practice, Elsevier, volume 21, 2013.
- An evaluation of microscopic emission models for traffic pollution simulation using on-board measurement (Xiaoliang Ma, Wei Lei, Ingmar Andréasson, Hui Chen), In Environmental Modeling & Assessment, Springer Netherlands, volume 17, 2012.
- Estimation of the automatic vehicle identification based spatial travel time information collected in Stockholm (Xiaoliang Ma, Harilaos Koutsopoulos), In Intelligent Transport Systems, IET, IET, volume 4, 2010.
Conference Papers
- Modeling And Analysis Of PID Controlled Heavy Duty Vehicle Platoons In Real Traffic (Junchen Jin, Xiaoliang Ma, Ingrid Johansson), In Transportation Research Board (TRB) 96th Annual Meeting, 2017.
- Quantification of Emissions for non-road Machinery in Earthwork: Modeling and Simulation Approaches (Beichuan Hong, Xiaoliang Ma), In Transportation Research Board (TRB) 96th Annual Meeting, 2017.
- Planning of heavy-duty vehicle platoon formulation: basic scheduling problem considering travel time variance (Wei Zhang, Xiaoliang Ma, Erik Jenelius), In Transportation Research Board 95th Annual Meeting, 2016.
- Demonstration of intelligent transport applications using freight transport GPS data (Can Yang, Xiaoliang Ma, Yifang Ban), In Transportation Research Board 95th Annual Meeting, 2016.
- Modeling of cyclist acceleration behavior using commuter GPS data (Ding Luo, Xiaoliang Ma), In Transportation Research Board 95th Annual Meeting, 2016.
- A Learning-based Adaptive Group-based Signal Control System under Oversaturated Conditions (Junchen Jin, Xiaoliang Ma), In IFAC-PapersOnLine, volume 49, 2016.
- Evaluation of fuzzy intelligent traffic signal control system using traffic simulation (Junchen Jin, Xiaoliang Ma, Kari Koskinen, Iisakki Kosonen), In Transportation Research Board 95th Annual Meeting, 2016.
- Modeling of dynamic NOx emission for nonroad machinery: Study on wheel loader using engine test data and onboard measurement (Beichuan Hong, Xiaoliang Ma, Hui Chen), In Transportation Research Board 95th Annual Meeting, 2016.
- Evaluation of four control algorithms used in variable speed limit systems (Ellen Grumert, Andreas Tapani, Xiaoliang Ma), In Transportation Research Board 95th Annual Meeting, 2016.
- When do drivers yield to cyclists at unsignalized roundabouts?: Empirical evidence and behavioral analysis (Ary P Silvano, Xiaoliang Ma, Haris N Koutsopoulos), In Transportation Research Board 94th Annual Meeting, 2015.
- The influence of traffic on heavy-duty vehicle platoon formation (Kuo-Yun Liang, Qichen Deng, Jonas Mårtensson, Xiaoliang Ma, Karl H Johansson), In 2015 IEEE Intelligent Vehicles Symposium (IV), 2015.
- Adaptive group-based signal control using reinforcement learning with eligibility traces (Junchen Jin, Xiaoliang Ma), In Intelligent Transportation Systems (ITSC), 2015 IEEE 18th International Conference on, 2015.
- Stochastic optimization of group-based signal control and coordination using traffic simulation (Junchen Jin, Xiaoliang Ma, Iisakki Kosonen), In Transportation Research Board 94th Annual Meeting, 2015.
- COMPANION–Towards Co-operative Platoon Management of Heavy-Duty Vehicles (Söenke Eilers, Jonas Mårtensson, Henrik Pettersson, Marcos Pillado, David Gallegos, Marta Tobar, Karl Henrik Johansson, Xiaoliang Ma, Thomas Friedrichs, Shadan Sadeghian Borojeni, others), In 2015 IEEE 18th International Conference on Intelligent Transportation Systems, 2015.
- A simulation platform for autonomous heavy-duty vehicle platooning in mixed traffic (Qichen Deng, Xiaoliang Ma), In Transportation Research Board 94th Annual Meeting, 2015.
- A hierarchical modelling framework for vehicle-bicycle interactions at roundabouts (AP Silvano, Xiaoliang Ma, HN Koutsopoulos), In International Cycling Safety Conference (ICSC2014), 3rd, 2014, Gothenburg, Sweden, 2014.
- A fast algorithm for planning optimal platoon speeds on highway (Deng Qichen, Xiaoliang Ma), In IFAC World Congress, volume 19, 2014.
- Analysis of cyclist behavior using naturalistic data: data processing for model development (Ding Luo, Xiaoliang Ma), In International Cycling Safety Conference (ICSC2014), 3rd, 2014, Gothenburg, Sweden, 2014.
- Implementation and optimization of group-based signal control in traffic simulation (Junchen Jin, Xiaoliang Ma), In Intelligent Transportation Systems (ITSC), 2014 IEEE 17th International Conference on, 2014.
- Towards intelligent fleet management: Local optimal speeds for fuel and emissions (Xiaoliang Ma), In Intelligent Transportation Systems-(ITSC), 2013 16th International IEEE Conference on, 2013.
- Optimal controls of fleet trajectories for fuel and emissions (Xiaoliang Ma), In Intelligent Vehicles Symposium (IV), 2013 IEEE, 2013.
- Effects of a cooperative variable speed limit system on traffic performance and exhaust emissions (Ellen Grumert, Andreas Tapani, Xiaoliang Ma), In Transport Research Board 92nd Annual Meeting, 13-17 January 2013, Washington DC, USA, 2013.
- Optimal controls of vehicle trajectories in fleet management using V2I information (Xiaoliang Ma, Jonas Martensson), In Connected Vehicles and Expo (ICCVE), 2012 International Conference on, 2012.
- Multi-criteria evaluation of optimal signal strategies using traffic simulation and evolutionary algorithms (Xiaoliang Ma), In 2012 International Congress on Environmental Modelling and Software, 2012.
- Numerical Approach on Model Calibration for Dynamic Emission Simulation Platform (Xiaoliang Ma, Zhen Huang, Haris N Koutsopoulos), In Transportation Research Board 90th Annual Meeting, 2011.
- Environmental Impact of Road Transport: Emission Modeling for Evaluation of Urban Traffic Controls (Xiaoliang Ma, Wei Lei, Hui Chen), In 1st International Conference on Sustainable Urbanization (ICSU), 2010.
- The camera based spatial travel time information: analysis platform and estimation approache (Xiaoliang Ma, Harilaos Koutsopoulos), In 15th International Conference of Hong Kong Society for Transportation Studies Hong Kong, PEOPLES R CHINA, DEC 11-14, 2010, 2010.
- Assessment of traffic environment using fine-tuned dynamic vehicle emission models (Wei Lei, Xiaoliang Ma, Hui Chen), In Intelligent Transportation Systems (ITSC), 2010 13th International IEEE Conference on, 2010.
- A numerical optimization approach for calibration of dynamic emission models based on aggregate estimation of ARTEMIS (Zhen Huang, Xiaoliang Ma, Haris Koutsopoulos), In Intelligent Transportation Systems (ITSC), 2010 13th International IEEE Conference on, 2010.
