Sanchez-Medina, J.J.,
Galan-Moreno, M.J.,
Rubio-Royo, E.,
Traffic Signal Optimization in 'La Almozara' District in Saragossa
Under Congestion Conditions, Using Genetic Algorithms, Traffic
Microsimulation, and Cluster Computing,
ITS(11), No. 1, March 2010, pp. 132-141.
IEEE DOI
1003
BibRef
Zhao, L.,
Peng, X.,
Li, L.,
Li, Z.,
A Fast Signal Timing Algorithm for Individual Oversaturated
Intersections,
ITS(12), No. 1, March 2011, pp. 280-283.
IEEE DOI
1103
BibRef
Geroliminis, N.,
Skabardonis, A.,
Identification and Analysis of Queue Spillovers in City Street Networks,
ITS(12), No. 4, December 2011, pp. 1107-1115.
IEEE DOI
1112
BibRef
Lertworawanich, P.,
Kuwahara, M.,
Miska, M.,
A New Multiobjective Signal Optimization for Oversaturated Networks,
ITS(12), No. 4, December 2011, pp. 967-976.
IEEE DOI
1112
BibRef
Ge, X.,
Li, Z.,
Lam, W.H.K.,
Choi, K.,
Energy-Sustainable Traffic Signal Timings for a Congested Road
Network With Heterogeneous Users,
ITS(15), No. 3, June 2014, pp. 1016-1025.
IEEE DOI
1407
Delays
BibRef
Jang, K.,
Kim, H.,
Jang, I.G.,
Traffic Signal Optimization for Oversaturated Urban Networks:
Queue Growth Equalization,
ITS(16), No. 4, August 2015, pp. 2121-2128.
IEEE DOI
1508
Computational modeling
BibRef
Ren, Y.,
Wang, Y.,
Yu, G.,
Liu, H.,
Xiao, L.,
An Adaptive Signal Control Scheme to Prevent Intersection Traffic
Blockage,
ITS(18), No. 6, June 2017, pp. 1519-1528.
IEEE DOI
1706
Bars, Delays, Detectors, Green products, Niobium, Urban areas, Vehicles,
Traffic signal control, adaptive control,
intersection traffic blockage, queue, spillover
BibRef
Qi, L.,
Zhou, M.,
Luan, W.,
A Two-level Traffic Light Control Strategy for Preventing
Incident-Based Urban Traffic Congestion,
ITS(19), No. 1, January 2018, pp. 13-24.
IEEE DOI
1801
Mathematical model, Petri nets, Real-time systems, Roads,
Urban areas, Vehicles, Timed Petri net (TPN), traffic light control
BibRef
Fei, W.P.[Wen-Peng],
Song, G.H.[Guo-Hua],
Zang, J.[Jinrui],
Gao, Y.[Yong],
Sun, J.P.[Jian-Ping],
Yu, L.[Lei],
Framework model for time-variant propagation speed and congestion
boundary by incident on expressways,
IET-ITS(11), No. 1, February 2017, pp. 10-17.
DOI Link
1703
BibRef
Cao, Z.,
Jiang, S.,
Zhang, J.,
Guo, H.,
A Unified Framework for Vehicle Rerouting and Traffic Light Control
to Reduce Traffic Congestion,
ITS(18), No. 7, July 2017, pp. 1958-1973.
IEEE DOI
1706
Delays, Fuels, Roads, Vehicle dynamics, Vehicles,
Agent-based traffic management, online traffic light control,
pheromone, proactive, vehicle, rerouting
BibRef
Qi, L.,
Zhou, M.,
Luan, W.,
Impact of Driving Behavior on Traffic Delay at a Congested Signalized
Intersection,
ITS(18), No. 7, July 2017, pp. 1882-1893.
IEEE DOI
1706
Delays, Microscopy, Petri nets, Roads, Safety, Vehicle dynamics,
Vehicles, Cell transmission model, Timed petri nets,
driving behavior, signalized traffic intersections, traffic, delay
BibRef
Wu, N.,
Li, D.,
Xi, Y.,
Distributed Weighted Balanced Control of Traffic Signals for Urban
Traffic Congestion,
ITS(20), No. 10, October 2019, pp. 3710-3720.
IEEE DOI
1910
Roads, Decentralized control, Aerospace electronics,
Space vehicles, Urban areas, Real-time systems, Balance,
traffic process ability
BibRef
Zhang, Y.,
Zhang, Y.,
Su, R.,
Pedestrian-Safety-Aware Traffic Light Control Strategy for Urban
Traffic Congestion Alleviation,
ITS(22), No. 1, January 2021, pp. 178-193.
IEEE DOI
2012
Safety, Mathematical model, Accidents, Optimization,
Real-time systems, Data models,
evolutionary algorithms
BibRef
Wu, N.[Na],
Li, D.[Dewei],
Xi, Y.[Yugeng],
de Schutter, B.[Bart],
Distributed Event-Triggered Model Predictive Control for Urban
Traffic Lights,
ITS(22), No. 8, August 2021, pp. 4975-4985.
IEEE DOI
2108
Predictive models, Optimization, Real-time systems,
Intelligent transportation systems, Predictive control, Indexes,
urban traffic congestion
BibRef
Wang, X.T.[Xu-Ting],
Jin, W.L.[Wen-Long],
Yin, Y.F.[Ya-Feng],
A Control Theoretic Approach to Simultaneously Estimate Average Value
of Time and Determine Dynamic Price for High-Occupancy Toll Lanes,
ITS(22), No. 11, November 2021, pp. 7293-7305.
IEEE DOI
2112
Pricing, Vehicle dynamics, Estimation, Traffic control, Throughput,
Vehicles, Switches, Dynamic congestion pricing,
value of time (VOT)
BibRef
Ma, D.F.[Dong-Fang],
Xiao, J.W.[Jia-Wang],
Song, X.[Xiang],
Ma, X.L.[Xiao-Long],
Jin, S.[Sheng],
A Back-Pressure-Based Model With Fixed Phase Sequences for Traffic
Signal Optimization Under Oversaturated Networks,
ITS(22), No. 9, September 2021, pp. 5577-5588.
IEEE DOI
2109
Optimization, Predictive models, Roads, Timing, Mathematical model,
Junctions, Computational modeling, Back pressure,
particle swarm optimization
BibRef
Long, G.C.[Guang-Cheng],
Wang, A.[Anlin],
Jiang, T.[Tao],
Traffic Signal Self-Organizing Control With Road Capacity Constraints,
ITS(23), No. 10, October 2022, pp. 18502-18511.
IEEE DOI
2210
Real-time systems, Roads, Adaptation models, Green products, Delays,
Mathematical models, Aerospace electronics,
traffic oversaturation
BibRef
Wang, H.[Hao],
Peng, X.[Xianyue],
Coordinated Control Model for Oversaturated Arterial Intersections,
ITS(23), No. 12, December 2022, pp. 24157-24175.
IEEE DOI
2212
Delays, Optimization, Throughput, Turning, Predictive models,
Mathematical models, Programming, quadratic programming
BibRef
Yue, W.W.[Wen-Wei],
Li, C.L.[Chang-Le],
Chen, Y.[Yue],
Duan, P.[Peibo],
Mao, G.Q.[Guo-Qiang],
What is the Root Cause of Congestion in Urban Traffic Networks:
\Road Infrastructure or Signal Control?,
ITS(23), No. 7, July 2022, pp. 8662-8679.
IEEE DOI
2207
Roads, Transportation, Predictive models, Urban areas, Topology,
Network topology, Detectors, SUMO
BibRef
Laval, J.[Jorge],
Zhou, H.[Hao],
Congested Urban Networks Tend to Be Insensitive to Signal Settings:
Implications for Learning-Based Control,
ITS(23), No. 12, December 2022, pp. 24904-24917.
IEEE DOI
2212
Turning, Training, Throughput, Reinforcement learning,
Analytical models, Observers, Vehicle dynamics,
deep reinforcement learning
BibRef
Mohajerpoor, R.[Reza],
Cai, C.[Chen],
Ramezani, M.[Mohsen],
Optimal Traffic Signal Control of Isolated Oversaturated
Intersections Using Predicted Demand,
ITS(24), No. 1, January 2023, pp. 815-826.
IEEE DOI
2301
Delays, Queueing analysis, Heuristic algorithms, Predictive models,
Optimization, Prediction algorithms, Analytical models, urban networks
BibRef
Lazarus, J.[Jessica],
Schwinn, M.[Makena],
Toulet, L.[Léo],
Yu, Z.[Zangnan],
Chen, A.[Anyi],
Tang, X.[Xinyi],
Kasriel, T.[Timothé],
Bayen, A.[Alexandre],
Multi-Objective Transportation System Optimization Using Agent-Based
Simulation: A Study of Cordon- and Mileage-Based Congestion Pricing,
ITS(25), No. 3, March 2024, pp. 2270-2280.
IEEE DOI
2405
Pricing, Transportation, Optimization, Roads, Costs, Vehicle dynamics,
Statistics, Multi-objective optimization, congestion pricing,
Bayesian optimization
BibRef
Gu, H.K.[Han-Kang],
Wang, S.B.[Shang-Bo],
Ma, X.G.[Xiao-Guang],
Jia, D.Y.[Dong-Yao],
Mao, G.Q.[Guo-Qiang],
Lim, E.G.[Eng Gee],
Wong, C.P.R.[Cheuk Pong Ryan],
Large-Scale Traffic Signal Control Using Constrained Network
Partition and Adaptive Deep Reinforcement Learning,
ITS(25), No. 7, July 2024, pp. 7619-7632.
IEEE DOI
2407
Topology, Network topology, Scalability, Artificial intelligence,
Traffic congestion, Correlation, Convergence, regional control
BibRef
Wang, M.[Maonan],
Chen, Y.R.[Yi-Rong],
Kan, Y.H.[Yu-Heng],
Xu, C.C.[Cheng-Cheng],
Lepech, M.[Michael],
Pun, M.O.[Man-On],
Xiong, X.[Xi],
Traffic Signal Cycle Control With Centralized Critic and
Decentralized Actors Under Varying Intervention Frequencies,
ITS(25), No. 12, December 2024, pp. 20085-20104.
IEEE DOI
2412
Traffic congestion, Urban areas, Frequency control, Switches, Safety,
Artificial intelligence, Aerospace electronics,
centralized critic and decentralized actors
BibRef
Ding, X.[Xu],
Chen, J.[Jun],
Zheng, H.[Hang],
Zhang, B.[Bixun],
Zhao, C.[Chong],
Road Network Bottleneck Prediction Based on Inductive Congestion
Propagation: A Causal Anonymous Walk Approach,
ITS(26), No. 6, June 2025, pp. 7540-7553.
IEEE DOI
2506
Roads, Traffic congestion, Urban areas, Costs, Neck, Vehicle dynamics,
Traffic control, Spatiotemporal phenomena, temporal networks
BibRef
Peng, X.Y.[Xian-Yue],
Chen, S.Y.[Shen-Yang],
Gao, H.[Hang],
Wang, H.[Hao],
Zhang, H.M.[H. Michael],
Combat Urban Congestion via Collaboration: Heterogeneous GNN-Based
MARL for Coordinated Platooning and Traffic Signal Control,
ITS(26), No. 6, June 2025, pp. 7667-7677.
IEEE DOI
2506
Reinforcement learning, Training, Graph neural networks,
Multi-agent systems, Collaboration, Vehicles, Timing.
BibRef
Chapter on Motion -- Feature-Based, Long Range, Motion and Structure Estimates, Tracking, Surveillance, Activities continues in
Emergency Vehicle Signal Control, Emergency Response, Traffic Control .