16.7.2.7.14 Traffic Signal Control, Traffic Analysis, Not Image Analysis

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

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

Cai, C.[Chen], Wang, Y.[Yang], Geers, G.,
Vehicle-to-infrastructure communication-based adaptive traffic signal control,
IET-ITS(7), No. 3, September 2013, pp. 351-360.
DOI Link 1402
adaptive control BibRef

Mukhopadhyay, S.[Samrat], Pramod, M.J., Kumar, A.[Anurag],
Approximate Mean Delay Analysis for a Signalized Intersection With Indisciplined Traffic,
ITS(18), No. 10, October 2017, pp. 2750-2762.
IEEE DOI 1710
BibRef

Blokpoel, R.[Robbin], Niebel, W.[Wolfgang],
Advantage of cooperative traffic light control algorithms,
IET-ITS(11), No. 7, September 2017, pp. 379-386.
DOI Link 1710
BibRef

Mousavi, S.S.[Seyed Sajad], Schukat, M.[Michael], Howley, E.[Enda],
Traffic light control using deep policy-gradient and value-function-based reinforcement learning,
IET-ITS(11), No. 7, September 2017, pp. 417-423.
DOI Link 1710
BibRef

Gan, Q., Gomes, G., Bayen, A.,
Estimation of Performance Metrics at Signalized Intersections Using Loop Detector Data and Probe Travel Times,
ITS(18), No. 11, November 2017, pp. 2939-2949.
IEEE DOI 1711
Delays, Detectors, Estimation, Probes, Queueing analysis, Transportation, Loop detector data, VHT, delay, highway capacity manual, level of service, probe, travel, time BibRef

Gan, H., Ye, X.,
Urban freeway users' diversion response to variable message sign displaying the travel time of both freeway and local street,
IET-ITS(6), No. 1, March 2012, pp. 78-86.
DOI Link 1712
BibRef

Yao, R.H.[Rong-Han], Wang, X.Y.[Xiao-Yu], Xu, H.F.[Hong-Feng], Lian, L.[Lian],
Emission factor calibration and signal timing optimisation for isolated intersections,
IET-ITS(12), No. 2, March 2018, pp. 158-167.
DOI Link 1801
BibRef

Calabuig, D., Martin-Sacristan, D., Monserrat, J.F., Botsov, M., Gozalvez, D.,
Distribution of Road Hazard Warning Messages to Distant Vehicles in Intelligent Transport Systems,
ITS(19), No. 4, April 2018, pp. 1152-1165.
IEEE DOI 1804
Cellular networks, Clustering algorithms, Hazards, Mobile computing, Roads, Vehicular ad hoc networks, road hazard warnings BibRef

da Lio, M., Mazzalai, A., Darin, M.,
Cooperative Intersection Support System Based on Mirroring Mechanisms Enacted by Bio-Inspired Layered Control Architecture,
ITS(19), No. 5, May 2018, pp. 1415-1429.
IEEE DOI 1805
Roads, Robot sensing systems, Safety, Sensor systems, Trajectory, Vehicles, Advanced driver assistance systems, layered control architectures BibRef

Morales Medina, A.I., van de Wouw, N., Nijmeijer, H.,
Cooperative Intersection Control Based on Virtual Platooning,
ITS(19), No. 6, June 2018, pp. 1727-1740.
IEEE DOI 1806
Accidents, Planning, Protocols, Roads, Space vehicles, Trajectory, Vehicle dynamics, Cooperative systems, virtual platoons BibRef

Hou, Y., Seliman, S.M.S., Wang, E., Gonder, J.D., Wood, E., He, Q., Sadek, A.W., Su, L., Qiao, C.,
Cooperative and Integrated Vehicle and Intersection Control for Energy Efficiency (CIVIC-E2),
ITS(19), No. 7, July 2018, pp. 2325-2337.
IEEE DOI 1807
Delays, Energy consumption, Fuels, Schedules, Transportation, Velocity control, Connected vehicles, fuel economy, intelligent transportation systems BibRef

Yu, H.[Hao], Liu, P.[Pan], Ma, R.[Rui], Bai, L.[Lu],
Performance evaluation of integrated strategy of vehicle route guidance and traffic signal control using traffic simulation,
IET-ITS(12), No. 7, September 2018, pp. 696-702.
DOI Link 1808
BibRef

Jiao, P.P.[Peng-Peng], Sun, T.[Tuo], Li, D.Y.[Dong-Yue], Guo, H.[Han], Li, R.M.[Rui-Min], Hou, Z.H.[Zeng-Hao],
Real-time traffic signal control for intersections based on dynamic O-D estimation and multi-objective optimisation: combined model and algorithm,
IET-ITS(12), No. 7, September 2018, pp. 619-630.
DOI Link 1808
BibRef

de Keyser, O.[Olivier], Hillewaere, M.[Menno], Audenaert, P.[Pieter], Maenhout, B.[Broos],
Optimising the public transport priority at road intersections,
IET-ITS(12), No. 8, October 2018, pp. 986-994.
DOI Link 1809
BibRef

Xu, Y.W.[Yun-Wen], Li, D.[Dewei], Xi, Y.G.[Yu-Geng],
Stochastic traffic modelling and decentralised signal control based on a state transition probability model,
IET-ITS(12), No. 8, October 2018, pp. 909-920.
DOI Link 1809
BibRef

Bi, Y., Lu, X., Sun, Z., Srinivasan, D., Sun, Z.,
Optimal Type-2 Fuzzy System For Arterial Traffic Signal Control,
ITS(19), No. 9, September 2018, pp. 3009-3027.
IEEE DOI 1809
Uncertainty, Roads, Optimization, Fuzzy logic, Fuzzy control, Sun, Vehicle dynamics, Arterial traffic, type-2 fuzzy logic system, gravitational search algorithm (GSA) BibRef

Katrakazas, C., Quddus, M., Chen, W.,
A Simulation Study of Predicting Real-Time Conflict-Prone Traffic Conditions,
ITS(19), No. 10, October 2018, pp. 3196-3207.
IEEE DOI 1810
Real-time systems, Safety, Data models, Software, Support vector machines, Predictive models, Vehicle dynamics, random forests (RFs) BibRef

Wan, C.H.[Chia-Hao], Hwang, M.C.[Ming-Chorng],
Value-based deep reinforcement learning for adaptive isolated intersection signal control,
IET-ITS(12), No. 9, November 2018, pp. 1005-1010.
DOI Link 1810
BibRef

Li, X., Sun, J.,
Signal Multiobjective Optimization for Urban Traffic Network,
ITS(19), No. 11, November 2018, pp. 3529-3537.
IEEE DOI 1812
genetic algorithms, minimisation, Pareto optimisation, road traffic control, vehicle routing, genetic algorithm BibRef

Liang, Y.Y.[Yun-Yi], Wu, Z.Z.[Zhi-Zhou], Tian, Y.[Yu], Chen, H.M.[Hui-Miao],
Roadside unit location for information propagation promotion on two parallel roadways with a general headway distribution,
IET-ITS(12), No. 10, December 2018, pp. 1442-1454.
DOI Link 1812
BibRef

Zhao, J.[Jing], Li, P.[Peng], Zheng, Z.[Zhe], Han, Y.[Yin],
Analysis of saturation flow rate at tandem intersections using field data,
IET-ITS(12), No. 5, June 2018, pp. 394-403.
DOI Link 1805
BibRef

Yao, R.H.[Rong-Han], Sun, L.[Li], Long, M.[Meng],
VSP-based emission factor calibration and signal timing optimisation for arterial streets,
IET-ITS(13), No. 1, January 2019, pp. 228-241.
DOI Link 1901
BibRef

Ma, W., Zou, L., An, K., Gartner, N.H., Wang, M.,
A Partition-Enabled Multi-Mode Band Approach to Arterial Traffic Signal Optimization,
ITS(20), No. 1, January 2019, pp. 313-322.
IEEE DOI 1901
Bandwidth, Automobiles, Numerical models, Arteries, Delays, Optimization, Arterial signal coordination, progression band, transit vehicles BibRef

Hao, P., Wu, G., Boriboonsomsin, K., Barth, M.J.,
Eco-Approach and Departure (EAD) Application for Actuated Signals in Real-World Traffic,
ITS(20), No. 1, January 2019, pp. 30-40.
IEEE DOI 1901
Vehicles, Radar detection, Fuels, Timing, Testing, Heuristic algorithms, Eco-approach and departure, field test, actuated signal BibRef

Kim, H., Cheng, Y., Chang, G.,
Variable Signal Progression Bands for Transit Vehicles Under Dwell Time Uncertainty and Traffic Queues,
ITS(20), No. 1, January 2019, pp. 109-122.
IEEE DOI 1901
Delays, Computational modeling, Bandwidth, Uncertainty, Stochastic processes, Reliability, Automobiles, Bus progression, traffic queues BibRef

Lan, C., Chang, G.,
Empirical Observations and Formulations of Tri-Class Traffic Flow Properties for Design of Traffic Signals,
ITS(20), No. 3, March 2019, pp. 830-842.
IEEE DOI 1903
Motorcycles, Automobiles, Video equipment, Drones, Space vehicles, Data models, Traffic control, signal optimization, traffic flow formulation BibRef

Sun, F.[Feng], Sun, L.[Li], Ma, D.F.[Dong-Fan], Wang, Y.H.[Yin-Hai], Yao, R.H.[Rong-Han], Zeng, Z.Q.A.[Zi-Qi-Ang],
Optimal location of the U-turn at a signalised intersection with double left-turn lanes,
IET-ITS(13), No. 3, March 2019, pp. 531-540.
DOI Link 1903
BibRef

Yang, F.[Fei], Yao, Z.X.[Zhen-Xing], Jin, P.J.[Peter J.], Xiong, Y.O.[Ya-Ohua],
Arterial link travel time estimation considering traffic signal delays using cellular handoff data,
IET-ITS(13), No. 3, March 2019, pp. 461-468.
DOI Link 1903
BibRef

Zhang, K.[Kai], Zhou, Z.P.[Zhu-Ping], Qi, Y.[Yong], Wang, Y.H.[Yin-Hai],
Dynamic pricing strategy for high occupancy toll lanes based on random forest and nested model,
IET-ITS(13), No. 4, April 2019, pp. 636-643.
DOI Link 1903
BibRef

Zhang, Y., Gao, K., Zhang, Y., Su, R.,
Traffic Light Scheduling for Pedestrian-Vehicle Mixed-Flow Networks,
ITS(20), No. 4, April 2019, pp. 1468-1483.
IEEE DOI 1904
Mathematical model, Computational modeling, Optimization, Scheduling, Adaptation models, Roads, Predictive models, harmony search algorithm BibRef

Xu, B., Ban, X.J., Bian, Y., Li, W., Wang, J., Li, S.E., Li, K.,
Cooperative Method of Traffic Signal Optimization and Speed Control of Connected Vehicles at Isolated Intersections,
ITS(20), No. 4, April 2019, pp. 1390-1403.
IEEE DOI 1904
Optimization, Transportation, Fuel economy, Timing, Trajectory, Velocity control, Traffic signal optimization, fuel consumption BibRef

Truong, L.T., Currie, G., Wallace, M., de Gruyter, C., An, K.,
Coordinated Transit Signal Priority Model Considering Stochastic Bus Arrival Time,
ITS(20), No. 4, April 2019, pp. 1269-1277.
IEEE DOI 1904
Delays, Stochastic processes, Australia, Linear programming, Intelligent transportation systems, Optimization, stochastic arrival time BibRef

Yang, D., Zhou, X., Su, G., Liu, S.,
Model and Simulation of the Heterogeneous Traffic Flow of the Urban Signalized Intersection With an Island Work Zone,
ITS(20), No. 5, May 2019, pp. 1719-1727.
IEEE DOI 1905
Force, Analytical models, Data models, Space vehicles, Merging, Traffic control, Traffic flow, island work zone, simulations BibRef

Ghanim, M.S., Shaaban, K.,
Estimating Turning Movements at Signalized Intersections Using Artificial Neural Networks,
ITS(20), No. 5, May 2019, pp. 1828-1836.
IEEE DOI 1905
Turning, Neural networks, Computational modeling, Transportation, Data models, Predictive models, Planning, turning movement counts BibRef

van de Weg, G.S., Vu, H.L., Hegyi, A., Hoogendoorn, S.P.,
A Hierarchical Control Framework for Coordination of Intersection Signal Timings in All Traffic Regimes,
ITS(20), No. 5, May 2019, pp. 1815-1827.
IEEE DOI 1905
Timing, Predictive models, Trajectory, Predictive control, Optimization, Switches, Computational modeling, intersection coordination BibRef

Baber, C., Morar, N.S., McCabe, F.,
Ecological Interface Design, the Proximity Compatibility Principle, and Automation Reliability in Road Traffic Management,
HMS(49), No. 3, June 2019, pp. 241-249.
IEEE DOI 1906
Roads, Automation, Reliability, Sensors, Task analysis, Monitoring, Automation reliability, decision support, road traffic management BibRef

Wang, P.[Pu], Wang, C.C.[Cheng-Cheng], Lai, J.[Jiyu], Huang, Z.R.[Zhi-Ren], Ma, J.S.[Jiang-Shan], Mao, Y.P.[Ying-Ping],
Traffic control approach based on multi-source data fusion,
IET-ITS(13), No. 5, May 2019, pp. 764-772.
DOI Link 1906
BibRef

Wang, P.[Pu], Lai, J.[Jiyu], Huang, Z.R.[Zhi-Ren], Tan, Q.[Qian], Lin, T.[Tao],
Estimating Traffic Flow in Large Road Networks Based on Multi-Source Traffic Data,
ITS(22), No. 9, September 2021, pp. 5672-5683.
IEEE DOI 2109
Roads, Global Positioning System, Public transportation, Trajectory, Sensors, Estimation, Mobile handsets, Traffic flow, big data BibRef

Chen, Q.[Qun], Yi, J.X.[Jia-Xuan], Wu, Y.[Yuli],
Cellular automaton simulation of vehicles in the contraflow left-turn lane at signalised intersections,
IET-ITS(13), No. 7, July 2019, pp. 1164-1172.
DOI Link 1906
BibRef

Gao, K., Zhang, Y., Zhang, Y., Su, R., Suganthan, P.N.,
Meta-Heuristics for Bi-Objective Urban Traffic Light Scheduling Problems,
ITS(20), No. 7, July 2019, pp. 2618-2629.
IEEE DOI 1907
Optimization, Job shop scheduling, Delays, Genetic algorithms, Junctions, Processor scheduling, urban traffic light scheduling, bi-objective BibRef

Ibrahim, S.[Shahana], Kalathil, D.[Dileep], Sanchez, R.O.[Rene O.], Varaiya, P.[Pravin],
Estimating Phase Duration for SPaT Messages,
ITS(20), No. 7, July 2019, pp. 2668-2676.
IEEE DOI 1907
Intersection signal informatio. Vehicles, Fuels, Prediction algorithms, Timing, Real-time systems, Estimation, Phase measurement, SPaT, phase estimation, eco-friendly BibRef

Xu, X., Liu, Y., Wang, W., Zhao, X., Sheng, Q.Z., Wang, Z., Shi, B.,
ITS-Frame: A Framework for Multi-Aspect Analysis in the Field of Intelligent Transportation Systems,
ITS(20), No. 8, August 2019, pp. 2893-2902.
IEEE DOI 1908
Collaboration, Transportation, Data mining, Pattern analysis, Indexes, Impact analysis, topic analysis, intelligent transportation systems (ITS) BibRef

Gao, K., Zhang, Y., Su, R., Yang, F., Suganthan, P.N., Zhou, M.,
Solving Traffic Signal Scheduling Problems in Heterogeneous Traffic Network by Using Meta-Heuristics,
ITS(20), No. 9, September 2019, pp. 3272-3282.
IEEE DOI 1909
Optimization, Vehicle dynamics, Scheduling, Genetic algorithms, Mathematical model, Delays, Heuristic algorithms, water cycle algorithm BibRef

Sharma, S., Lüßmann, J., So, J.,
Controller Independent Software-in-the-Loop Approach to Evaluate Rule-Based Traffic Signal Retiming Strategy by Utilizing Floating Car Data,
ITS(20), No. 9, September 2019, pp. 3585-3594.
IEEE DOI 1909
Automobiles, Hardware, Real-time systems, Observers, Big Data, Software, Urban areas, Signal re-timing, transport big data, rule-based control 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

Jin, J., Ma, X.,
A Multi-Objective Agent-Based Control Approach With Application in Intelligent Traffic Signal System,
ITS(20), No. 10, October 2019, pp. 3900-3912.
IEEE DOI 1910
Control systems, Knowledge based systems, Instruments, Computational modeling, Heuristic algorithms, Mathematical model, traffic signal control BibRef

Perronnet, F., Buisson, J., Lombard, A., Abbas-Turki, A., Ahmane, M., El Moudni, A.,
Deadlock Prevention of Self-Driving Vehicles in a Network of Intersections,
ITS(20), No. 11, November 2019, pp. 4219-4233.
IEEE DOI 1911
System recovery, Task analysis, Junctions, Roads, Autonomous vehicles, Space vehicles, Deadlock prevention, V2X communication BibRef

Chang, X.[Xin], Li, H.J.[Hai-Jian], Rong, J.[Jian], Chen, X.X.[Xiao-Xuan], Wang, Y.[Yi],
Determining the appropriate lane width at urban signalised intersections- a case study in Beijing,
IET-ITS(13), No. 12, December 2019, pp. 1785-1791.
DOI Link 1912
BibRef

Li, B.[Bo], Yu, Z.[Zhi], Huang, L.H.[Liu-Hong], Guo, B.[Bowen],
Vehicle departure pattern and queue length prediction at an isolated intersection with automatic vehicle identity detection,
IET-ITS(13), No. 12, December 2019, pp. 1804-1813.
DOI Link 1912
BibRef

Li, W., Ban, X.,
Connected Vehicles Based Traffic Signal Timing Optimization,
ITS(20), No. 12, December 2019, pp. 4354-4366.
IEEE DOI 2001
Fuels, Delays, Optimization, Trajectory, Numerical models, Connected vehicles, traffic signal optimization, branch and bound BibRef

Dey, B.[Bhaskar], Kundu, M.K.[Malay Kumar],
Turning video into traffic data- an application to urban intersection analysis using transfer learning,
IET-IPR(13), No. 4, March 2019, pp. 673-679.
DOI Link 1903
BibRef

Zhou, M., Yu, Y., Qu, X.,
Development of an Efficient Driving Strategy for Connected and Automated Vehicles at Signalized Intersections: A Reinforcement Learning Approach,
ITS(21), No. 1, January 2020, pp. 433-443.
IEEE DOI 2001
Oscillators, Trajectory, Reinforcement learning, Vehicles, Real-time systems, Optimization, Training, Neural network, traffic oscillation BibRef

Kamal, M.A.S., Hayakawa, T., Imura, J.,
Development and Evaluation of an Adaptive Traffic Signal Control Scheme Under a Mixed-Automated Traffic Scenario,
ITS(21), No. 2, February 2020, pp. 590-602.
IEEE DOI 2002
Delays, Fuels, Green products, Optimization, Connected vehicles, Heuristic algorithms, Adaptive traffic signal control, cooperative eco-driving BibRef

Chu, T., Wang, J., Codecà, L., Li, Z.,
Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control,
ITS(21), No. 3, March 2020, pp. 1086-1095.
IEEE DOI 2003
Reinforcement learning, Scalability, Heuristic algorithms, Mathematical model, Codecs, Neural networks, Convergence, actor-critic BibRef

Kim, S.D.[Sung-Dong],
Situation-cognitive traffic light control based on object detection using YOLO algorithm,
IJCVR(10), No. 2, 2020, pp. 133-142.
DOI Link 2003
BibRef

Kumaravel, S.D., Ayyagari, R.,
A Decentralized Signal Control for Non-Lane-Based Heterogeneous Traffic Under V2I Communication,
ITS(21), No. 4, April 2020, pp. 1741-1750.
IEEE DOI 2004
Area occupancy, back-pressure, heterogeneous traffic BibRef

Rafter, C.B., Anvari, B., Box, S., Cherrett, T.,
Augmenting Traffic Signal Control Systems for Urban Road Networks With Connected Vehicles,
ITS(21), No. 4, April 2020, pp. 1728-1740.
IEEE DOI 2004
Intelligent transport systems, connected vehicles, communication systems, traffic signal control, V2I BibRef

Nilsson, G., Como, G.,
A Micro-Simulation Study of the Generalized Proportional Allocation Traffic Signal Control,
ITS(21), No. 4, April 2020, pp. 1705-1715.
IEEE DOI 2004
Decentralized traffic signal control, microscopic traffic simulation BibRef

Papapanagiotou, E., Busch, F.,
Extended Observer for Urban Traffic Control Based on Limited Measurements From Connected Vehicles,
ITS(21), No. 4, April 2020, pp. 1664-1676.
IEEE DOI 2004
Current measurement, Mathematical model, Observers, Detectors, Noise measurement, Connected vehicles, Connected Vehicles, signal control BibRef

Chow, A.H.F., Sha, R., Li, Y.,
Adaptive Control Strategies for Urban Network Traffic via a Decentralized Approach With User-Optimal Routing,
ITS(21), No. 4, April 2020, pp. 1697-1704.
IEEE DOI 2004
Decentralized control, Routing, Optimal control, Optimization, Minimization, Linear programming, cooperative traffic management BibRef

Wang, S., Li, C., Yue, W., Mao, G.,
Network Capacity Maximization Using Route Choice and Signal Control With Multiple OD Pairs,
ITS(21), No. 4, April 2020, pp. 1595-1611.
IEEE DOI 2004
Delays, Stability analysis, Process control, Throughput, Numerical stability, Optimization, Laypunov stability analysis BibRef

Yao, Z., Shen, L., Liu, R., Jiang, Y., Yang, X.,
A Dynamic Predictive Traffic Signal Control Framework in a Cross-Sectional Vehicle Infrastructure Integration Environment,
ITS(21), No. 4, April 2020, pp. 1455-1466.
IEEE DOI 2004
Dynamic predictive control, cross-sectional vehicle infrastructure integration, rolling optimization BibRef

Mitrovic, N., Dakic, I., Stevanovic, A.,
Combined Alternate-Direction Lane Assignment and Reservation-Based Intersection Control,
ITS(21), No. 4, April 2020, pp. 1779-1789.
IEEE DOI 2004
Roads, Vehicle dynamics, Turning, Delays, Indexes, Signal resolution, Autonomous vehicles, intelligent agents, traffic control, road transportation BibRef

Chen, B.Q.[Ban-Qiao], Ding, C.B.[Chi-Biao], Ren, W.J.[Wen-Juan], Xu, G.L.[Guang-Luan],
Extended Classification Course Improves Road Intersection Detection from Low-Frequency GPS Trajectory Data,
IJGI(9), No. 3, 2020, pp. xx-yy.
DOI Link 2004
BibRef

Chen, B.Q.[Ban-Qiao], Ding, C.B.[Chi-Biao], Ren, W.J.[Wen-Juan], Xu, G.L.[Guang-Luan],
Automatically Tracking Road Centerlines from Low-Frequency GPS Trajectory Data,
IJGI(10), No. 3, 2021, pp. xx-yy.
DOI Link 2104
BibRef

Seredynski, M., Laskaris, G., Viti, F.,
Analysis of Cooperative Bus Priority at Traffic Signals,
ITS(21), No. 5, May 2020, pp. 1929-1940.
IEEE DOI 2005
Vehicles, Delays, Schedules, Urban areas, Fuels, Control systems, Cooperative ITS, driver advisory systems, public transport, transit signal priority BibRef

Tallapragada, P., Cortés, J.,
Hierarchical-Distributed Optimized Coordination of Intersection Traffic,
ITS(21), No. 5, May 2020, pp. 2100-2113.
IEEE DOI 2005
Safety, Schedules, Trajectory, Decentralized control, Vehicular ad hoc networks, Vehicle-to-infrastructure, networked vehicles BibRef

Sushmitha, R.[Ramireddy], Ravishankar, K.[KVR],
Effect of vehicle composition on saturation flow at signalised intersections in mixed traffic conditions,
IET-ITS(14), No. 7, July 2020, pp. 647-656.
DOI Link 2006
BibRef

Ma, X.L.[Xiao-Long], Ma, D.F.[Dong-Fang], Yuan, J.Y.[Jin-Yu], Hao, S.F.[Shun-Feng],
Bandwidth optimisation and parameter analysis at two adjacent intersections based on set operations,
IET-ITS(14), No. 7, July 2020, pp. 684-692.
DOI Link 2006
BibRef

Pourmehrab, M., Elefteriadou, L., Ranka, S., Martin-Gasulla, M.,
Optimizing Signalized Intersections Performance Under Conventional and Automated Vehicles Traffic,
ITS(21), No. 7, July 2020, pp. 2864-2873.
IEEE DOI 2007
Trajectory, Computational modeling, Bars, Timing, Optimization, Real-time systems, Lead, Signalized intersection, mixed traffic BibRef

Min, W., Yu, L., Chen, P., Zhang, M., Liu, Y., Wang, J.,
On-Demand Greenwave for Emergency Vehicles in a Time-Varying Road Network With Uncertainties,
ITS(21), No. 7, July 2020, pp. 3056-3068.
IEEE DOI 2007
Roads, Reliability, Routing, Uncertainty, Junctions, Global Positioning System, Time factors, signal preemption BibRef

Bianchin, G., Pasqualetti, F.,
Gramian-Based Optimization for the Analysis and Control of Traffic Networks,
ITS(21), No. 7, July 2020, pp. 3013-3024.
IEEE DOI 2007
Roads, Optimization, Computational modeling, Complexity theory, Mathematical model, Numerical models, Traffic control, controllability BibRef

Li, R.[Rui], Zheng, C.J.[Chang-Jiang], Wang, H.[Hua], Zhao, D.[De], Ran, B.[Bin], Xue, X.[Xin],
Intersection traffic signal optimisation considering the impact of upstream curbside bus stops,
IET-ITS(14), No. 8, August 2020, pp. 880-888.
DOI Link 2007
BibRef

Zhang, H., Liu, H.X., Chen, P., Yu, G., Wang, Y.,
Cycle-Based End of Queue Estimation at Signalized Intersections Using Low-Penetration-Rate Vehicle Trajectories,
ITS(21), No. 8, August 2020, pp. 3257-3272.
IEEE DOI 2008
Trajectory, Estimation, Queueing analysis, Probes, Sensors, Timing, Real-time systems, Probe vehicles, low penetration rates, Expectation Maximization (EM) algorithm BibRef

van de Weg, G.S., Keyvan-Ekbatani, M., Hegyi, A., Hoogendoorn, S.P.,
Linear MPC-Based Urban Traffic Control Using the Link Transmission Model,
ITS(21), No. 10, October 2020, pp. 4133-4148.
IEEE DOI 2010
Computational modeling, Optimization, Throughput, Predictive control, Computational complexity, Predictive models, urban traffic networks BibRef

Wu, X., Wang, G., Fu, D., Tong, T.K., Zhang, Z., Li, W.,
Modeling Arterial Traffic Dynamics With Actuated Signal Control Using a Simplified Shockwave Model,
ITS(21), No. 11, November 2020, pp. 4659-4669.
IEEE DOI 2011
Vehicle dynamics, Computational modeling, Stochastic processes, Real-time systems, Timing, Detectors, Mathematical model, speed distribution BibRef

Calvert, S.C.[Simeon C.], van Arem, B.[Bart],
Cooperative adaptive cruise control and intelligent traffic signal interaction: a field operational test with platooning on a suburban arterial in real traffic,
IET-ITS(14), No. 12, December 2020, pp. 1665-1672.
DOI Link 2011
BibRef

Lin, Y.J.[Yong-Jie], Yang, X.F.T.[Xian-Feng Terry], Wang, Q.[Qinzheng],
New transit signal priority scheme for intersections with nearby bus rapid transit median stations,
IET-ITS(14), No. 12, December 2020, pp. 1606-1614.
DOI Link 2011
BibRef

Zhao, J.[Jing], Kigen, K.K.[Kevin Kiptoo], Wang, M.[Meng],
Modelling the operation of vehicles at signalised intersections with special width approach lane based on field data,
IET-ITS(14), No. 12, December 2020, pp. 1565-1572.
DOI Link 2011
BibRef

Abdelghaffar, H.M., Rakha, H.A.,
Development and Testing of a Novel Game Theoretic De-Centralized Traffic Signal Controller,
ITS(22), No. 1, January 2021, pp. 231-242.
IEEE DOI 2012
Adaptation models, Learning (artificial intelligence), Delays, Genetic algorithms, Games, Optimization, Traffic signal controller, Nash bargaining 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

Tan, C., Yao, J., Tang, K., Sun, J.,
Cycle-Based Queue Length Estimation for Signalized Intersections Using Sparse Vehicle Trajectory Data,
ITS(22), No. 1, January 2021, pp. 91-106.
IEEE DOI 2012
Probes, Trajectory, Maximum likelihood estimation, Real-time systems, Queueing analysis, Sensors, Queue length, maximum likelihood estimation BibRef

Liu, H., Teng, K., Rai, L., Xing, J.,
Transit Signal Priority Controlling Method Considering Non-Transit Traffic Benefits and Coordinated Phase States for Multi-Rings Timing Plan at Isolated Intersections,
ITS(22), No. 2, February 2021, pp. 913-936.
IEEE DOI 2102
Delays, Optimization, Green products, Real-time systems, Analytical models, Intelligent transportation systems, TSP, traveling benefit BibRef

Chen, J.[Jian], Qian, L.J.[Li-Jun], Xuan, L.[Liang],
Cooperative control of connected hybrid electric vehicles and traffic signals at isolated intersections,
IET-ITS(14), No. 13, 15 December 2020, pp. 1903-1912.
DOI Link 2102
BibRef

Zeng, X., Zhang, Y., Jiao, J., Yin, K.,
Route-Based Transit Signal Priority Using Connected Vehicle Technology to Promote Bus Schedule Adherence,
ITS(22), No. 2, February 2021, pp. 1174-1184.
IEEE DOI 2102
Schedules, Delays, Connected vehicles, Adaptation models, Mathematical model, Optimization, Bus route, connected vehicle BibRef

Jamil, A.R.M.[Abu Rafe Md], Ganguly, K.K.[Kishan Kumar], Nower, N.[Naushin],
Adaptive traffic signal control system using composite reward architecture based deep reinforcement learning,
IET-ITS(14), No. 14, 27 December 2020, pp. 2030-2041.
DOI Link 2103
BibRef

Spyropoulou, I.[Ioanna], Impersimi, E.[Eriola],
Powered-two-wheelers and smart cities: the case of variable message signs,
IET-ITS(14), No. 14, 27 December 2020, pp. 2021-2029.
DOI Link 2103
BibRef

Zhou, P., Chen, X., Liu, Z., Braud, T., Hui, P., Kangasharju, J.,
DRLE: Decentralized Reinforcement Learning at the Edge for Traffic Light Control in the IoV,
ITS(22), No. 4, April 2021, pp. 2262-2273.
IEEE DOI 2104
Servers, Real-time systems, Edge computing, Reinforcement learning, Optimization, Linear programming, Base stations, Edge computing, traffic light control BibRef

Bichiou, Y.[Youssef], Elouni, M.[Maha], Abdelghaffar, H.M.[Hossam M.], Rakha, H.A.[Hesham A.],
Sliding Mode Network Perimeter Control,
ITS(22), No. 5, May 2021, pp. 2933-2942.
IEEE DOI 2105
Mathematical model, Delays, Tuning, Roads, Adaptation models, Indexes, Network fundamental diagram, network perimeter control, traffic signal control BibRef

Li, L.[Li], Okoth, V.[Victor], Jabari, S.E.[Saif Eddin],
Backpressure control with estimated queue lengths for urban network traffic,
IET-ITS(15), No. 2, 2021, pp. 320-330.
DOI Link 2106
BibRef

Mohammadi, R.[Roozbeh], Roncoli, C.[Claudio], Mladenovic, M.N.[Miloš N.],
Signalised intersection control in a connected vehicle environment: User throughput maximisation strategy,
IET-ITS(15), No. 3, 2021, pp. 463-482.
DOI Link 2106
BibRef

Liu, W.L.[Wei-Li], Gong, Y.J.[Yue-Jiao], Chen, W.N.[Wei-Neng], Zhang, J.[Jun], Dou, Z.[Zhi],
An agile vehicle-based dynamic user equilibrium scheme for urban traffic signal control,
IET-ITS(15), No. 5, 2021, pp. 619-634.
DOI Link 2106
BibRef

Kumar, N.[Neetesh], Rahman, S.S.[Syed Shameerur], Dhakad, N.[Navin],
Fuzzy Inference Enabled Deep Reinforcement Learning-Based Traffic Light Control for Intelligent Transportation System,
ITS(22), No. 8, August 2021, pp. 4919-4928.
IEEE DOI 2108
Control systems, Vehicle dynamics, Learning (artificial intelligence), dynamic traffic light control BibRef

Kumar, N.[Neetesh], Mittal, S.[Sarthak], Garg, V.[Vaibhav], Kumar, N.[Neeraj],
Deep Reinforcement Learning-Based Traffic Light Scheduling Framework for SDN-Enabled Smart Transportation System,
ITS(23), No. 3, March 2022, pp. 2411-2421.
IEEE DOI 2203
Urban areas, Real-time systems, Vehicle dynamics, Roads, Control systems, Servers, scheduling 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

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

Tajalli, M.[Mehrdad], Mehrabipour, M.[Mehrzad], Hajbabaie, A.[Ali],
Network-Level Coordinated Speed Optimization and Traffic Light Control for Connected and Automated Vehicles,
ITS(22), No. 11, November 2021, pp. 6748-6759.
IEEE DOI 2112
Optimization, Delays, Throughput, Trajectory, Fuels, Real-time systems, Connected and automated vehicles, distributed coordination, speed harmonization BibRef

Zhang, Z.[Zhe], Jia, L.M.[Li-Min], Qin, Y.[Yong],
Location-Allocation Model for the Design of Guidance Signage Systems for Pedestrian Wayfinding in Public Spaces,
ITS(22), No. 12, December 2021, pp. 7531-7546.
IEEE DOI 2112
Legged locomotion, Design methodology, Microscopy, Rail transportation, Safety, Guidelines, Location-allocation, multifactor fusion-based interaction BibRef

Rosayyan, P.[Prakash], Subramaniam, S.[SenthilKumar], Ganesan, S.I.[Saravana Ilango],
Decentralized Emergency Service Vehicle Pre-Emption System Using RF Communication and GNSS-Based Geo-Fencing,
ITS(22), No. 12, December 2021, pp. 7726-7735.
IEEE DOI 2112
Junctions, Roads, Delays, Radio frequency, Time factors, Vehicles, ZigBee, Emergency vehicle pre-emption system (EVP), intelligent transportation systems (ITS) 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

Liao, Z.H.[Zhu-Hua], Xiao, H.[Hao], Liu, S.[Silin], Liu, Y.Z.[Yi-Zhi], Yi, A.P.[Ai-Ping],
Impact Assessing of Traffic Lights via GPS Vehicle Trajectories,
IJGI(10), No. 11, 2021, pp. xx-yy.
DOI Link 2112
BibRef

Shaikh, P.W.[Palwasha W.], El-Abd, M.[Mohammed], Khanafer, M.[Mounib], Gao, K.[Kaizhou],
A Review on Swarm Intelligence and Evolutionary Algorithms for Solving the Traffic Signal Control Problem,
ITS(23), No. 1, January 2022, pp. 48-63.
IEEE DOI 2201
Optimization, Roads, Particle swarm optimization, Vehicles, Green products, Urban areas, Evolutionary computation, bi-level optimization BibRef

Wang, H.[Hong], Zhu, M.[Meixin], Hong, W.[Wanshi], Wang, C.[Chieh], Tao, G.[Gang], Wang, Y.[Yinhai],
Optimizing Signal Timing Control for Large Urban Traffic Networks Using an Adaptive Linear Quadratic Regulator Control Strategy,
ITS(23), No. 1, January 2022, pp. 333-343.
IEEE DOI 2201
Delays, Adaptation models, Data models, Adaptive systems, Computational modeling, Real-time systems, Regulators, multi-input and multi-output (MIMO) system BibRef

Jing, B.B.[Bin-Bin], Lin, Y.J.[Yong-Jie], Shou, Y.F.[Yan-Fang], Lu, K.[Kai], Xu, J.M.[Jian-Min],
Pband: A General Signal Progression Model With Phase Optimization Along Urban Arterial,
ITS(23), No. 1, January 2022, pp. 344-354.
IEEE DOI 2201
Bandwidth, Optimization, Mathematical model, Roads, Delays, Indexes, Arterial signal coordination, phase sequence optimization BibRef

Yu, Z.Y.[Zheng-Yao], Xu, G.[Guanhao], Gayah, V.V.[Vikash V.], Christofa, E.[Eleni],
Incorporating Phase Rotation Into a Person-Based Signal Timing Optimization Algorithm,
ITS(23), No. 1, January 2022, pp. 513-521.
IEEE DOI 2201
Delays, Automobiles, Optimization, Discharges (electric), Real-time systems, Linear programming, person delay BibRef

Xu, M.T.[Ming-Tao], Chai, J.L.[Jin-Ling], Yan, Y.[Yadan], Qu, X.B.[Xiao-Bo],
Multi-Agent Fuzzy-Based Transit Signal Priority Control for Traffic Network Considering Conflicting Priority Requests,
ITS(23), No. 2, February 2022, pp. 1554-1564.
IEEE DOI 2202
Fuzzy logic, Delays, Control systems, Detectors, Mathematical model, Uncertainty, Skeleton, Multi-agent, fuzzy inference, traffic network BibRef

Hussain, Q.[Qinaat], Alhajyaseen, W.[Wael], Brijs, K.[Kris], Pirdavani, A.[Ali], Brijs, T.[Tom],
Improved Traffic Flow Efficiency During Yellow Interval at Signalized Intersections Using a Smart Countdown System,
ITS(23), No. 3, March 2022, pp. 1959-1968.
IEEE DOI 2203
Vehicles, Green products, Light emitting diodes, Safety, Urban areas, Traffic flow efficiency, signalized intersection, option zone BibRef

Ling, E.[Esther], Zheng, L.Y.[Li-Yuan], Ratliff, L.J.[Lillian J.], Coogan, S.[Samuel],
Koopman Operator Applications in Signalized Traffic Systems,
ITS(23), No. 4, April 2022, pp. 3214-3225.
IEEE DOI 2204
Sensors, Data models, Predictive models, Timing, Heuristic algorithms, Vehicle dynamics, traffic prediction BibRef

de Souza, F.[Felipe], Carlson, R.C.[Rodrigo Castelan], Müller, E.R.[Eduardo Rauh], Ampountolas, K.[Konstantinos],
Multi-Commodity Traffic Signal Control and Routing With Connected Vehicles,
ITS(23), No. 5, May 2022, pp. 4111-4121.
IEEE DOI 2205
Routing, Real-time systems, Connected vehicles, Computational modeling, Mathematical model, Roads, Turning, rolling horizon BibRef

Xu, H.F.[Hong-Feng], Zhang, K.[Kun], Zhang, D.[Dong], Zheng, Q.M.[Qi-Ming],
Traffic-Responsive Control Technique for Fully-Actuated Coordinated Signals,
ITS(23), No. 6, June 2022, pp. 5460-5469.
IEEE DOI 2206
Timing, Detectors, Optimization, Tuning, Lead, Data collection, Investment, Arterial, signal coordination, microscopic traffic simulation BibRef

Yen, C.C.[Chia-Cheng], Ghosal, D.[Dipak], Zhang, M.[Michael], Chuah, C.N.[Chen-Nee],
Security Vulnerabilities and Protection Algorithms for Backpressure-Based Traffic Signal Control at an Isolated Intersection,
ITS(23), No. 7, July 2022, pp. 6406-6417.
IEEE DOI 2207
Delays, Machine learning algorithms, Throughput, Routing, Wireless sensor networks, Transportation, Space exploration, simulation analysis BibRef

Wang, M.[Min], Wu, L.[Libing], Li, J.X.[Jian-Xin], He, L.[Liu],
Traffic Signal Control With Reinforcement Learning Based on Region-Aware Cooperative Strategy,
ITS(23), No. 7, July 2022, pp. 6774-6785.
IEEE DOI 2207
Reinforcement learning, Prediction algorithms, Linear regression, Training, Aerospace electronics, Switches, Mathematical model, decentralized control BibRef

Chu, K.F.[Kai-Fung], Lam, A.Y.S.[Albert Y. S.], Li, V.O.K.[Victor O. K.],
Traffic Signal Control Using End-to-End Off-Policy Deep Reinforcement Learning,
ITS(23), No. 7, July 2022, pp. 7184-7195.
IEEE DOI 2207
Roads, Vehicle dynamics, Real-time systems, Sensors, Neural networks, Deep learning, Control systems, Deep reinforcement learning, background removal residual learning BibRef

Devailly, F.X.[François-Xavier], Larocque, D.[Denis], Charlin, L.[Laurent],
IG-RL: Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control,
ITS(23), No. 7, July 2022, pp. 7496-7507.
IEEE DOI 2207
Roads, Training, Reinforcement learning, Mathematical model, Standards, Scalability, Vehicle dynamics, independent Q-learning 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

Yang, X.X.[Xiao-Xian], Xu, Y.S.[Yue-Shen], Kuang, L.[Li], Wang, Z.Y.[Zhi-Ying], Gao, H.H.[Hong-Hao], Wang, X.J.[Xue-Jie],
An Information Fusion Approach to Intelligent Traffic Signal Control Using the Joint Methods of Multiagent Reinforcement Learning and Artificial Intelligence of Things,
ITS(23), No. 7, July 2022, pp. 9335-9345.
IEEE DOI 2207
Reinforcement learning, Computational modeling, Transportation, Vehicle dynamics, Sensors, Roads, Real-time systems, information fusion BibRef

Alegre, L.N.[Lucas N.], Ziemke, T.[Theresa], Bazzan, A.L.C.[Ana L. C.],
Using Reinforcement Learning to Control Traffic Signals in a Real-World Scenario: An Approach Based on Linear Function Approximation,
ITS(23), No. 7, July 2022, pp. 9126-9135.
IEEE DOI 2207
Function approximation, Reinforcement learning, Green products, Adaptation models, Stability analysis, Convergence, multiagent systems BibRef

Tajalli, M.[Mehrdad], Hajbabaie, A.[Ali],
Traffic Signal Timing and Trajectory Optimization in a Mixed Autonomy Traffic Stream,
ITS(23), No. 7, July 2022, pp. 6525-6538.
IEEE DOI 2207
Timing, Trajectory optimization, Fuels, Delays, Complexity theory, Vehicle dynamics, Green products, Signal timing, Lagrangian relaxation BibRef

Abdelhalim, A.[Awad], Abbas, M.[Montasir],
A Value Proposition of Cooperative Bus-Holding Transit Signal Priority Strategy in Connected and Automated Vehicles Environment,
ITS(23), No. 7, July 2022, pp. 9301-9306.
IEEE DOI 2207
Delays, Detectors, Data models, Predictive models, Green products, Intelligent transportation systems, Germanium, connected and automated vehicles BibRef

Ghaffari, A.[Ahmadreza], Mesbah, M.[Mahmoud], Khodaii, A.[Ali], MirHassani, S.A.[S. Ali],
Risk-Based Formulation of the Transit Priority Network Design,
ITS(23), No. 7, July 2022, pp. 8895-8905.
IEEE DOI 2207
Uncertainty, Loss measurement, Mathematical model, Measurement uncertainty, Transportation, Roads, Reactive power, ant colony algorithm BibRef

Hu, J.[Jia], Zhang, Z.H.[Zi-Han], Feng, Y.W.[Yong-Wei], Sun, Z.X.[Zhong-Xiao], Li, X.[Xin], Yang, X.F.[Xian-Feng],
Transit Signal Priority Enabling Connected and Automated Buses to Cut Through Traffic,
ITS(23), No. 7, July 2022, pp. 8782-8792.
IEEE DOI 2207
Delays, Optimization, Green products, Real-time systems, Trajectory, Urban areas, Roads, Transit signal priority, optimal control, connected and automated bus BibRef

Chouiekh, C.[Chaymae], Yahyaouy, A.[Ali], Aarab, A.[Abdellah], Sabri, A.[Abdelouahed],
Road Traffic: Deep Q-learning Agent Control Traffic lights in the intersection.,
ISCV22(1-5)
IEEE DOI 2208
Analytical models, Q-learning, Roads, Urban areas, Intelligent systems, Road traffic simulation, Traffic lights Control. BibRef

Ma, D.F.[Dong-Fang], Zhou, B.[Bin], Song, X.[Xiang], Dai, H.[Hanwen],
A Deep Reinforcement Learning Approach to Traffic Signal Control With Temporal Traffic Pattern Mining,
ITS(23), No. 8, August 2022, pp. 11789-11800.
IEEE DOI 2208
Deep learning, Reinforcement learning, Timing, Image representation, Gradient methods, Data mining, actor-critic model BibRef

Zhang, T.[Tong], Wang, J.L.[Jian-Long], Liu, J.[Jie],
A Gated Generative Adversarial Imputation Approach for Signalized Road Networks,
ITS(23), No. 8, August 2022, pp. 12144-12160.
IEEE DOI 2208
Data models, Roads, Correlation, Generative adversarial networks, Generators, Logic gates, Analytical models, Attention, spatio-temporal correlation BibRef

Chen, H.Y.[Hui-Yu], Qiu, T.Z.[Tony Z.],
Distributed Dynamic Route Guidance and Signal Control for Mobile Edge Computing-Enhanced Connected Vehicle Environment,
ITS(23), No. 8, August 2022, pp. 12251-12262.
IEEE DOI 2208
Servers, Delays, Vehicle dynamics, Routing, Computational modeling, Optimization, Mathematical models, Mobile edge computing (MEC), signal control BibRef

Ge, H.W.[Hong-Wei], Gao, D.W.[Dong-Wan], Sun, L.[Liang], Hou, Y.Q.[Ya-Qing], Yu, C.[Chao], Wang, Y.X.[Yu-Xin], Tan, G.Z.[Guo-Zhen],
Multi-Agent Transfer Reinforcement Learning With Multi-View Encoder for Adaptive Traffic Signal Control,
ITS(23), No. 8, August 2022, pp. 12572-12587.
IEEE DOI 2208
Reinforcement learning, Collaboration, Transfer learning, Training, Roads, Germanium, Process control, Adaptive traffic signal control, soft actor critic BibRef

Li, L.B.[Lu-Bing], Huang, W.[Wei], Chow, A.H.F.[Andy H. F.], Lo, H.K.[Hong K.],
Two-Stage Stochastic Program for Dynamic Coordinated Traffic Control Under Demand Uncertainty,
ITS(23), No. 8, August 2022, pp. 12966-12976.
IEEE DOI 2208
Stochastic processes, Delays, Optimization, Reliability, Vehicle dynamics, Queueing analysis, Adaptation models, signal control reliability BibRef

Borek, J.[John], Groelke, B.[Ben], Earnhardt, C.[Christian], Vermillion, C.[Chris],
Hierarchical Control of Heavy-Duty Trucks Through Signalized Intersections With Non-Deterministic Signal Timing,
ITS(23), No. 8, August 2022, pp. 13769-13781.
IEEE DOI 2208
Uncertainty, Vehicle dynamics, Predictive models, Timing, Roads, Optimization, Drag, Autonomous vehicles, Gaussian Processes (GPs), actuated signalized intersections BibRef

Nguyen, V.L.[Van-Linh], Hwang, R.H.[Ren-Hung], Lin, P.C.[Po-Ching],
Controllable Path Planning and Traffic Scheduling for Emergency Services in the Internet of Vehicles,
ITS(23), No. 8, August 2022, pp. 12399-12413.
IEEE DOI 2208
Roads, Vehicle-to-everything, Path planning, Vehicle dynamics, Schedules, Job shop scheduling, Dynamic scheduling, signal preemption BibRef

Dong, S.Y.[Shi-Ying], Chen, H.[Hong], Gao, B.Z.[Bing-Zhao], Guo, L.[Lulu], Liu, Q.F.[Qi-Fang],
Hierarchical Energy-Efficient Control for CAVs at Multiple Signalized Intersections Considering Queue Effects,
ITS(23), No. 8, August 2022, pp. 11643-11653.
IEEE DOI 2208
Fuels, Timing, Estimation, Roads, Optimization, Discharges (electric), Cruise control, Connected and automated vehicles, predictive cruise control BibRef

Liu, H.[Hao], Flores, C.E.[Carlos Eduardo], Spring, J.[John], Shladover, S.E.[Steven E.], Lu, X.Y.[Xiao-Yun],
Field Assessment of Intersection Performance Enhanced by Traffic Signal Optimization and Vehicle Trajectory Planning,
ITS(23), No. 8, August 2022, pp. 11549-11561.
IEEE DOI 2208
Trajectory, Optimization, Prediction algorithms, Trajectory planning, Throughput, Real-time systems, hardware-in-the-loop system BibRef

Tan, C.[Chaopeng], Yao, J.[Jiarong], Ban, X.[Xuegang], Tang, K.[Keshuang],
Cumulative Flow Diagram Estimation and Prediction Based on Sampled Vehicle Trajectories at Signalized Intersections,
ITS(23), No. 8, August 2022, pp. 11325-11337.
IEEE DOI 2208
Trajectory, Delays, Estimation, Queueing analysis, Volume measurement, Optimization, Current measurement, stopped delay BibRef

Islam, S.M.A.B.A.[S M A Bin Al], Hajbabaie, A.[Ali],
An Enhanced Cell Transmission Model for Multi-Class Signal Control,
ITS(23), No. 8, August 2022, pp. 11215-11226.
IEEE DOI 2208
Automobiles, Optimization, Process control, Linear programming, Transportation, Real-time systems, Loading, traffic light control BibRef

Chalaki, B.[Behdad], Malikopoulos, A.A.[Andreas A.],
Time-Optimal Coordination for Connected and Automated Vehicles at Adjacent Intersections,
ITS(23), No. 8, August 2022, pp. 13330-13345.
IEEE DOI 2208
Merging, Safety, Optimal control, Scheduling, Optimization, Urban areas, Throughput, Connected and automated vehicles, scheduling BibRef

Xiao, Y.[Yan], Ali, M.S.[MD Sultan], Kaisar, E.I.[Evangelos I.], Hadi, M.[Mohammed],
Development of Planning-Level Guidelines for Deploying Transit Signal Priority,
ITS(23), No. 9, September 2022, pp. 14731-14740.
IEEE DOI 2209
Guidelines, Delays, Microscopy, Schedules, Costs, Test facilities, Road transportation, Transit Signal Priority, Total Delay BibRef

Jiang, S.[Shan], Huang, Y.F.[Yu-Fei], Jafari, M.[Mohsen], Jalayer, M.[Mohammad],
A Distributed Multi-Agent Reinforcement Learning With Graph Decomposition Approach for Large-Scale Adaptive Traffic Signal Control,
ITS(23), No. 9, September 2022, pp. 14689-14701.
IEEE DOI 2209
Timing, Reinforcement learning, Training, Sequential analysis, Real-time systems, Markov processes, Delays, graph decomposition BibRef

Ying, Z.B.[Zuo-Bin], Cao, S.L.[Shuang-Long], Liu, X.M.[Xi-Meng], Ma, Z.[Zhuo], Ma, J.F.[Jian-Feng], Deng, R.H.[Robert H.],
PrivacySignal: Privacy-Preserving Traffic Signal Control for Intelligent Transportation System,
ITS(23), No. 9, September 2022, pp. 16290-16303.
IEEE DOI 2209
Protocols, Real-time systems, Roads, Reinforcement learning, Privacy, Data privacy, Cryptography, Secure multiparty computation, intelligent traffic signal control BibRef

Feng, Y.H.[Yi-Heng], Huang, S.H.E.[Shi-Hong Ed], Wong, W.[Wai], Chen, Q.A.[Qi Alfred], Mao, Z.M.[Z. Morley], Liu, H.X.[Henry X.],
On the Cybersecurity of Traffic Signal Control System With Connected Vehicles,
ITS(23), No. 9, September 2022, pp. 16267-16279.
IEEE DOI 2209
Computer security, Transportation, Safety, Timing, Testing, Connected vehicles, Vehicle-to-everything, security testing platform BibRef

Li, J.L.[Jia-Li], Liu, Y.[Yugang], Zheng, N.[Nan], Tang, L.Y.[Li-Ying], Yi, H.B.[Hong-Bo],
Regional Coordinated Bus Priority Signal Control Considering Pedestrian and Vehicle Delays at Urban Intersections,
ITS(23), No. 9, September 2022, pp. 16690-16700.
IEEE DOI 2209
Delays, Optimization, Transportation, Genetic algorithms, Control systems, Logistics, Connected vehicles, genetic algorithm BibRef

Miletic, M.[Mladen], Ivanjko, E.[Edouard], Greguric, M.[Martin], Kušic, K.[Krešimir],
A review of reinforcement learning applications in adaptive traffic signal control,
IET-ITS(16), No. 10, 2022, pp. 1269-1285.
DOI Link 2209
BibRef

Zhu, Y.T.[Yi-Ting], He, Z.C.[Zhao-Cheng], Li, G.L.[Gui-Long],
A bi-Hierarchical Game-Theoretic Approach for Network-Wide Traffic Signal Control Using Trip-Based Data,
ITS(23), No. 9, September 2022, pp. 15408-15419.
IEEE DOI 2209
Delays, Sensors, Games, Task analysis, Roads, Faces, Estimation, Traffic signal control, game theory, trip-based data BibRef

Cao, M.M.[Miao-Miao], Li, V.O.K.[Victor O. K.], Shuai, Q.Q.[Qi-Qi],
A Gain With No Pain: Exploring Intelligent Traffic Signal Control for Emergency Vehicles,
ITS(23), No. 10, October 2022, pp. 17899-17909.
IEEE DOI 2210
Reinforcement learning, Emergency services, Computational modeling, Optimization, intelligent transportation system 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

Xu, L.[Liang], Xu, J.[Jin], Qu, X.B.[Xiao-Bo], Jin, S.[Sheng],
An Origin-Destination Demands-Based Multipath-Band Approach to Time-Varying Arterial Coordination,
ITS(23), No. 10, October 2022, pp. 17784-17800.
IEEE DOI 2210
Bandwidth, Adaptation models, Synchronization, Turning, Trajectory, Real-time systems, Optimization, Origin-destination demand, overlap bandwidth BibRef

Shabestary, S.M.A.[Soheil Mohamad Alizadeh], Abdulhai, B.[Baher],
Adaptive Traffic Signal Control With Deep Reinforcement Learning and High Dimensional Sensory Inputs: Case Study and Comprehensive Sensitivity Analyses,
ITS(23), No. 11, November 2022, pp. 20021-20035.
IEEE DOI 2212
Aerospace electronics, Neural networks, Deep learning, Q-learning, Space vehicles, Delays, Training, Deep learning, adaptive traffic signal control BibRef

Yuan, J.L.[Jin-Long], Wu, C.Z.[Chang-Zhi], Teo, K.L.[Kok Lay], Zhao, S.[Shuang], Meng, L.X.[Li-Xia],
Perimeter Control With State-Dependent Delays: Optimal Control Model and Computational Method,
ITS(23), No. 11, November 2022, pp. 20614-20627.
IEEE DOI 2212
Adjust signals at border of a region. Control systems, Mathematical models, Delays, Optimal control, Dynamical systems, Vehicle dynamics, Routing, model predictive control BibRef

Zhang, C.W.[Cheng-Wei], Tian, Y.[Yu], Zhang, Z.B.[Zhi-Bin], Xue, W.L.[Wan-Li], Xie, X.F.[Xiao-Fei], Yang, T.[Tianpei], Ge, X.[Xin], Chen, R.[Rong],
Neighborhood Cooperative Multiagent Reinforcement Learning for Adaptive Traffic Signal Control in Epidemic Regions,
ITS(23), No. 12, December 2022, pp. 25157-25168.
IEEE DOI 2212
Correlation, Games, Training, Markov processes, Epidemics, Roads, Multi-agent learning, cooperative Markov game, adaptive traffic signal control BibRef

Pham, V.H.[Viet Hoang], Sakurama, K.[Kazunori], Mou, S.S.[Shao-Shuai], Ahn, H.S.[Hyo-Sung],
Distributed Control for an Urban Traffic Network,
ITS(23), No. 12, December 2022, pp. 22937-22953.
IEEE DOI 2212
Roads, Mathematical models, Sensors, Predictive control, Decentralized control, Vehicle dynamics, Urban areas, distributed method BibRef

Grumert, E.F.[Ellen F.], Pereira, I.[Iman],
Heads-Up Green in Connected Traffic Signals,
ITS(23), No. 12, December 2022, pp. 23334-23345.
IEEE DOI 2212
Connected vehicles, Switches, Behavioral sciences, Adaptive control, Safety, Microscopy, Fuels, Connected vehicles, traffic efficiency 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

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

Li, W.[Wan], Wang, B.[Boyu], Khattak, Z.H.[Zulqarnain H.], Deng, X.Y.[Xin-Yu],
Network-Level Traffic Signal Cooperation: A Higher-Order Conflict Graph Approach,
ITS(24), No. 1, January 2023, pp. 990-999.
IEEE DOI 2301
Computational modeling, Optimization, Control systems, Real-time systems, Delays, Adaptation models, Transportation, urban transportation network modeling BibRef

Zhang, W.B.[Wei-Bin], Yan, C.[Chen], Li, X.F.[Xiao-Feng], Fang, L.L.[Liang-Liang], Wu, Y.J.[Yao-Jan], Li, J.[Jun],
Distributed Signal Control of Arterial Corridors Using Multi-Agent Deep Reinforcement Learning,
ITS(24), No. 1, January 2023, pp. 178-190.
IEEE DOI 2301
Green products, Vehicle dynamics, Training, Heuristic algorithms, Delays, Convergence, Switches, Arterial traffic signal control, proximal policy optimization BibRef

Wang, H.[Hong], Zhu, M.[Meixin], Hong, W.[Wanshi], Wang, C.[Chieh], Li, W.[Wan], Tao, G.[Gang], Wang, Y.[Yinhai],
Network-Wide Traffic Signal Control Using Bilinear System Modeling and Adaptive Optimization,
ITS(24), No. 1, January 2023, pp. 79-91.
IEEE DOI 2301
Delays, Optimization, Adaptation models, Microscopy, Nonlinear dynamical systems, Green products, Vehicle dynamics, VISSIM BibRef

Li, T.[Tao], Wang, N.[Nengmin], Jiang, B.[Bin], Zhang, M.[Meng],
A Bi-Objective Lane Reservation Problem Considering Dynamic Traffic Flow,
ITS(24), No. 1, January 2023, pp. 367-381.
IEEE DOI 2301
Optimization, Roads, Vehicle dynamics, Heuristic algorithms, Transportation, Urban areas, Analytical models, Pareto front BibRef

Zheng, L.[Liang], Feng, M.[Min], Yang, X.(.[Xia (Sarah)], Xue, X.F.[Xin-Feng],
Stochastic simulation-based optimization method for arterial traffic signal coordination with equity and efficiency consideration,
IET-ITS(17), No. 2, 2023, pp. 373-385.
DOI Link 2302
BibRef

Xu, D.W.[Dong-Wei], Li, C.B.[Cheng-Bin], Wang, D.[Da], Gao, G.Y.[Guang-Yan],
Robustness Analysis of Discrete State-Based Reinforcement Learning Models in Traffic Signal Control,
ITS(24), No. 2, February 2023, pp. 1727-1738.
IEEE DOI 2302
Robustness, Perturbation methods, Control systems, Transportation, Roads, Green products, Neural networks, Traffic signal control, robustness BibRef

Huang, L.[Liben], Qu, X.H.[Xiao-Hui],
Improving traffic signal control operations using proximal policy optimization,
IET-ITS(17), No. 3, 2023, pp. 588-601.
DOI Link 2303
efficiency, encoding, LSTM, PPO, SUMO, traffic flow BibRef

Mao, F.[Feng], Li, Z.H.[Zhi-Heng], Lin, Y.L.[Yi-Lun], Li, L.[Li],
Mastering Arterial Traffic Signal Control With Multi-Agent Attention-Based Soft Actor-Critic Model,
ITS(24), No. 3, March 2023, pp. 3129-3144.
IEEE DOI 2303
Aerospace electronics, Training, Data mining, Search problems, Roads, Adaptation models, Reinforcement learning, attention BibRef

Wang, L.Z.[Lei-Zhen], Ma, Z.L.[Zhen-Liang], Dong, C.Y.[Chang-Yin], Wang, H.[Hao],
Human-centric multimodal deep (HMD) traffic signal control,
IET-ITS(17), No. 4, 2023, pp. 744-753.
DOI Link 2304
human-centric control, multimodal traffic, reinforcement learning, traffic signal control BibRef

Zhang, N.[Nan], Yang, X.G.[Xiao-Guang], Guo, H.F.[Hai-Feng], Dong, H.Z.[Hong-Zhao], Ma, W.[Wanjing],
Approximate Inference of Traffic Flow State at Signalized Intersections Using a Bayesian Learning Framework,
ITS(24), No. 5, May 2023, pp. 4765-4776.
IEEE DOI 2305
Switches, Data models, Bayes methods, Superluminescent diodes, Hidden Markov models, Traffic control, Adaptation models, traffic signal control BibRef

Behbahani, H.[Hamid], Poorjafari, M.[Mohammad],
Proposing a kinematic wave-based adaptive transit signal priority control using genetic algorithm,
IET-ITS(17), No. 5, 2023, pp. 912-928.
DOI Link 2305
adaptive transit signal priority, genetic algorithm, kinematic wave, optimization, passenger delay BibRef

Nguyen, C.H.P.[Cuong H. P.], Hoang, N.H.[Nam H.], Vu, H.L.[Hai L.],
A Joint Trajectory Planning and Signal Control Framework for a Network of Connected and Autonomous Vehicles,
ITS(24), No. 5, May 2023, pp. 5052-5068.
IEEE DOI 2305
Trajectory, Optimization, Trajectory planning, Transportation, Timing, Delays, Connected vehicles, connected and autonomous vehicles BibRef

Bhattacharyya, K.[Kinjal], Laharotte, P.A.[Pierre-Antoine], Burianne, A.[Arthur], Faouzi, N.E.E.[Nour-Eddin El],
Assessing Connected Vehicle's Response to Green Light Optimal Speed Advisory From Field Operational Test and Scaling Up,
ITS(24), No. 6, June 2023, pp. 6725-6736.
IEEE DOI 2306
Connected vehicles, Roads, Green products, Global Positioning System, Databases, Servers, Urban areas, regression BibRef

Jiang, X.[Xiancai], Shang, Q.[Qingpeng],
A Dynamic CAV-Dedicated Lane Allocation Method With the Joint Optimization of Signal Timing Parameters and Smooth Trajectory in a Mixed Traffic Environment,
ITS(24), No. 6, June 2023, pp. 6436-6449.
IEEE DOI 2306
Timing, Resource management, Vehicle dynamics, Optimization methods, Green products, Delays, mixed traffic BibRef

Das, S.[Suddhasattwa], Mustavee, S.[Shakib], Agarwal, S.[Shaurya], Hasan, S.[Samiul],
Koopman-Theoretic Modeling of Quasiperiodically Driven Systems: Example of Signalized Traffic Corridor,
SMCS(53), No. 7, July 2023, pp. 4466-4476.
IEEE DOI 2307
Task analysis, Nonlinear dynamical systems, Kernel, Eigenvalues and eigenfunctions, Computational modeling, signalized traffic intersections BibRef

Wu, J.[Jia], Ran, Y.[Yunchuan], Lou, Y.[Yican], Shu, L.Z.[Ling-Zhou],
CenLight: Centralized traffic grid signal optimization via action and state decomposition,
IET-ITS(17), No. 6, 2023, pp. 1247-1261.
DOI Link 2307
intelligent transportation systems, traffic control, Deep reinforcement learning BibRef

Xu, K.J.[Kang-Jie], Huang, J.Q.[Jun-Qin], Kong, L.[Linghe], Yu, J.[Jiadi], Chen, G.[Guihai],
PV-TSC: Learning to Control Traffic Signals for Pedestrian and Vehicle Traffic in 6G Era,
ITS(24), No. 7, July 2023, pp. 7552-7563.
IEEE DOI 2307
Reinforcement learning, Scalability, Safety, Accidents, 6G mobile communication, Location awareness, Real-time systems, pedestrian traffic BibRef

Gouran, P.[Payam], Nadimi-Shahraki, M.H.[Mohammad H.], Rahmani, A.M.[Amir Masoud], Mirjalili, S.[Seyedali],
An Effective Imputation Method Using Data Enrichment for Missing Data of Loop Detectors in Intelligent Traffic Control Systems,
RS(15), No. 13, 2023, pp. 3374.
DOI Link 2307
BibRef

Wang, Z.W.[Zhi-Wen], Yang, K.K.[Kang-Kang], Li, L.[Long], Lu, Y.R.[Yan-Rong], Tao, Y.F.[Yu-Fei],
Traffic signal priority control based on shared experience multi-agent deep reinforcement learning,
IET-ITS(17), No. 7, 2023, pp. 1363-1379.
DOI Link 2307
multi-agent systems, machine control, Vehicle dynamics and control BibRef

Pham, V.H.[Viet Hoang], Ahn, H.S.[Hyo-Sung],
Distributed Stochastic MPC Traffic Signal Control for Urban Networks,
ITS(24), No. 8, August 2023, pp. 8079-8096.
IEEE DOI 2308
Roads, Stochastic processes, Junctions, Mathematical models, Optimization, Turning, Uncertainty, distributed method BibRef

Lin, H.F.[Hai-Feng], Han, Y.[Yehong], Cai, W.W.[Wei-Wei], Jin, B.[Bo],
Traffic Signal Optimization Based on Fuzzy Control and Differential Evolution Algorithm,
ITS(24), No. 8, August 2023, pp. 8555-8566.
IEEE DOI 2308
Optimization, Delays, Roads, Adaptation models, Mathematical models, Fuzzy control, Heuristic algorithms, Urban traffic signal, differential evolution algorithm (DEA) BibRef

Hu, W.X.[Wen Xun], Ishihara, H.[Hirotaka], Chen, C.H.[Chu-Han], Shalaby, A.[Amer], Abdulhai, B.[Baher],
Deep Reinforcement Learning Two-Way Transit Signal Priority Algorithm for Optimizing Headway Adherence and Speed,
ITS(24), No. 8, August 2023, pp. 7920-7931.
IEEE DOI 2308
Reliability, Delays, Green products, Detectors, Schedules, Reinforcement learning, Deep learning, transit speed BibRef

Liu, M.[Meng], Zhuang, X.L.[Xiang-Ling], Wu, C.X.[Chang-Xu], Ma, G.J.[Guo-Jie],
Pedestrian reported activity and information preference while waiting at a red light,
IET-ITS(17), No. 8, 2023, pp. 1588-1598.
DOI Link 2309
advanced traveller information systems, distraction activity, information need, red light, traffic light BibRef

Guo, J.Y.[Jia-Ying], Cheng, L.[Long], Wang, S.[Shen],
CoTV: Cooperative Control for Traffic Light Signals and Connected Autonomous Vehicles Using Deep Reinforcement Learning,
ITS(24), No. 10, October 2023, pp. 10501-10512.
IEEE DOI 2310
BibRef

Dai, R.J.[Rong-Jian], Ding, C.[Chuan], Wu, X.[Xinkai], Yu, B.[Bin], Lu, G.Q.[Guang-Quan],
Coupling Control of Traffic Signal and Entry Lane at Isolated Intersections Under the Mixed-Autonomy Traffic Environment,
ITS(24), No. 10, October 2023, pp. 10628-10642.
IEEE DOI 2310
BibRef

Zhang, S.Y.[Shu-Yang], Zhang, Q.W.[Qing-Wen], Chen, F.[Feiyi], Wu, J.[Jin], Jiao, J.[Jianhao], Wang, L.[Lujia],
A VT-HMM-Based Framework for Countdown Timer Traffic Light State Estimation,
ITS(24), No. 9, September 2023, pp. 9449-9461.
IEEE DOI 2310
BibRef

Yang, Z.[Zhen], Zhang, R.[Rusheng], Pandey, G.[Gaurav], Masoud, N.[Neda], Liu, H.X.[Henry X.],
A Hierarchical Vehicle Behavior Prediction Framework With Traffic Signals and Interactive Agents,
ITS(24), No. 10, October 2023, pp. 11066-11079.
IEEE DOI 2310
BibRef

Hu, T.F.[Tian-Feng], Hu, Z.Q.[Zhi-Qun], Lu, Z.M.[Zhao-Ming], Wen, X.M.[Xiang-Ming],
Dynamic traffic signal control using mean field multi-agent reinforcement learning in large scale road-networks,
IET-ITS(17), No. 9, 2023, pp. 1715-1728.
DOI Link 2310
cooperative communication, learning (artificial intelligence), road traffic control, signalling, traffic control BibRef

Huang, H.[Hao], Hu, Z.Q.[Zhi-Qun], Wang, Y.T.[Yue-Ting], Lu, Z.M.[Zhao-Ming], Wen, X.M.[Xiang-Ming],
Intersec2vec-TSC: Intersection Representation Learning for Large-Scale Traffic Signal Control,
ITS(25), No. 7, July 2024, pp. 7044-7056.
IEEE DOI 2407
Roads, Representation learning, Task analysis, Correlation, Automobiles, Transportation, Trajectory, Intersection network, traffic signal control (TSC) BibRef

An, C.C.[Cheng-Chuan], He, Y.[Yang], Sun, L.[Lin], Wang, W.F.[Wei-Feng], Xia, J.X.[Jing-Xin],
Characterizing the Uncertainty of Link Progression Speed Using Low-Frequency Probe Vehicle Data,
ITS(24), No. 11, November 2023, pp. 11812-11822.
IEEE DOI 2311
urban traffic flow. For traffic signal coordination. BibRef

Peng, J.H.[Jing-Hui], Zhang, F.Q.[Feng-Qi], Coskun, S.[Serdar], Hu, X.S.[Xiao-Song], Yang, Y.[Yalian], Langari, R.[Reza], He, J.S.[Jin-Song],
Hierarchical Optimization of Speed Planning and Energy Management for Connected Hybrid Electric Vehicles Under Multi-Lane and Signal Lights Aware Scenarios,
ITS(24), No. 12, December 2023, pp. 14174-14188.
IEEE DOI 2312
BibRef

Li, F.[Fuliang], Yao, J.R.[Jia-Rong], Li, B.L.[Bin-Liang], Zhang, R.H.[Rong-Hui], Qiu, Z.J.[Zhi-Jun],
SPSRec: An Efficient Signal Phase Recommendation for Signalized Intersections With GAN and Decision-Tree Model,
ITS(24), No. 12, December 2023, pp. 15601-15612.
IEEE DOI 2312
BibRef

Koch, L.[Lucas], Brinkmann, T.[Tobias], Wegener, M.[Marius], Badalian, K.[Kevin], Andert, J.[Jakob],
Adaptive Traffic Light Control With Deep Reinforcement Learning: An Evaluation of Traffic Flow and Energy Consumption,
ITS(24), No. 12, December 2023, pp. 15066-15076.
IEEE DOI 2312
BibRef

Lin, Z.J.[Zhong-Jie], Gao, K.[Kaizhou], Wu, N.Q.[Nai-Qi], Suganthan, P.N.[Ponnuthurai Nagaratnam],
Scheduling Eight-Phase Urban Traffic Light Problems via Ensemble Meta-Heuristics and Q-Learning Based Local Search,
ITS(24), No. 12, December 2023, pp. 14415-14426.
IEEE DOI 2312
BibRef

Lin, W.Y.[Wei-Yu], Song, Y.Z.[Yun-Zhu], Ruan, B.K.[Bo-Kai], Shuai, H.H.[Hong-Han], Shen, C.Y.[Chih-Ya], Wang, L.C.[Li-Chun], Li, Y.H.[Yung-Hui],
Temporal Difference-Aware Graph Convolutional Reinforcement Learning for Multi-Intersection Traffic Signal Control,
ITS(25), No. 1, January 2024, pp. 327-337.
IEEE DOI 2402
Adaptation models, Traffic control, Roads, Turning, Optimal control, Convolution, Urban areas, Traffic light control, neural networks, reinforcement learning BibRef

Ma, J.M.[Jin-Ming], Wu, F.[Feng],
Learning to Coordinate Traffic Signals With Adaptive Network Partition,
ITS(25), No. 1, January 2024, pp. 263-274.
IEEE DOI 2402
Graph neural networks, Adaptive systems, Trajectory, Roads, Urban areas, Markov processes, Games, graphic neural network BibRef

Sun, Z.Y.[Zhi-Yuan], Wang, Z.C.[Zhi-Cheng], Qi, X.[Xin], Wang, D.[Duo], Li, Y.[Yue], Lu, H.[Huapu],
A two-stage robust optimal traffic signal control with reversible lane for isolated intersections,
IET-ITS(18), No. 4, 2024, pp. 723-742.
DOI Link 2404
optimization and uncertainty, road traffic, traffic control 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

Luo, H.Q.[Hao-Qing], Bie, Y.M.[Yi-Ming], Jin, S.[Sheng],
Reinforcement Learning for Traffic Signal Control in Hybrid Action Space,
ITS(25), No. 6, June 2024, pp. 5225-5241.
IEEE DOI 2406
Optimization, Decision making, Transportation, Switches, Throughput, Regulation, Traffic signal control, deep reinforcement learning, hybrid action space BibRef

Suo, D.J.[Da-Jiang], Jayawardana, V.[Vindula], Wu, C.[Cathy],
Model-Free Learning of Corridor Clearance: A Near-Term Deployment Perspective,
ITS(25), No. 6, June 2024, pp. 4833-4848.
IEEE DOI 2406
Clear path for emergency vehicles by controlling signals. Environmental management, Medical services, Vehicle dynamics, Roads, Time factors, Control systems, Reinforcement learning, deep reinforcement learning BibRef

Keblawi, M.[Mahmud], Toledo, T.[Tomer],
Automatic Design of Optimal Actuated Traffic Signal Plans With Active Transit Priority,
ITS(25), No. 6, June 2024, pp. 5767-5779.
IEEE DOI 2406
Optimization, Delays, Detectors, Traffic control, Pedestrians, Roads, Real-time systems, Automatic design, traffic signal optimization, traffic simulation BibRef

Li, Y.R.[Yu-Rong], Peng, L.Q.[Li-Qun],
Elevating adaptive traffic signal control in semi-autonomous traffic dynamics by using connected and automated vehicles as probes,
IET-ITS(18), No. 6, 2024, pp. 1016-1030.
DOI Link 2406
adaptive control, automated driving and intelligent vehicles BibRef

Behbahani, H.[Hamid], Poorjafari, M.[Mohammad],
Passenger-based adaptive transit signal priority for BRT systems with multiple loading areas,
IET-ITS(18), No. 6, 2024, pp. 1089-1108.
DOI Link 2406
genetic algorithms, optimization, public transport, traffic control BibRef

Huang, S.[Shuai], Sun, D.[Dihua], Zhao, M.[Min],
Distributed MPC-Based Hierarchical Cooperative Control for Mixed Vehicle Groups With T-CPS in the Vicinity of Traffic Signal Light,
ITS(25), No. 7, July 2024, pp. 8003-8016.
IEEE DOI 2407
Fuels, Sensors, Protocols, Human factors, Vehicles, Sun, Velocity measurement, Mixed traffic, human factors BibRef

Gu, H.K.[Han-Kang], Wang, S.B.[Shang-Bo], Ma, X.G.[Xiao-Guang], Jia, D.[Dongyao], 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

Merbah, A.[Amal], Ben-Othman, J.[Jalel],
Optimizing Traffic Flow With Reinforcement Learning: A Study on Traffic Light Management,
ITS(25), No. 7, July 2024, pp. 7467-7476.
IEEE DOI 2407
Switches, Mathematical models, Delays, Urban areas, Real-time systems, Deep learning, Vehicle dynamics, Deep learning, traffic light management BibRef

Genser, A.[Alexander], Makridis, M.A.[Michail A.], Yang, K.D.[Kai-Di], Ambühl, L.[Lukas], Menendez, M.[Monica], Kouvelas, A.[Anastasios],
Time-to-Green Predictions for Fully-Actuated Signal Control Systems With Supervised Learning,
ITS(25), No. 7, July 2024, pp. 7417-7430.
IEEE DOI 2407
Timing, Predictive models, Data models, Control systems, Time series analysis, Detectors, Trajectory, actuated traffic signal control BibRef

Tan, C.[Chaopeng], Cao, Y.M.[Yu-Min], Ban, X.[Xuegang], Tang, K.[Keshuang],
Connected Vehicle Data-Driven Fixed-Time Traffic Signal Control Considering Cyclic Time-Dependent Vehicle Arrivals Based on Cumulative Flow Diagram,
ITS(25), No. 8, August 2024, pp. 8881-8897.
IEEE DOI 2408
Trajectory, Delays, Optimization methods, Computational modeling, Connected vehicles, Real-time systems, Analytical models, spillback BibRef

Chen, Y.Y.[Yen-Yu], Wang, J.Y.[Jin-Yuan], Lo, S.C.[Shih-Ching], Sung, W.T.[Wei-Ting],
An emergency vehicle traffic signal preemption system considering queue spillbacks along routes and negative impacts on non-priority traffic,
IET-ITS(18), No. 8, 2024, pp. 1385-1395.
DOI Link 2408
intelligent transportation systems, management and control, road traffic control, traffic modelling, transport modelling and microsimulation BibRef

Hu, T.Y.[Ta-Yin], Li, Z.Y.[Zhuo-Yu],
A multi-agent deep reinforcement learning approach for traffic signal coordination,
IET-ITS(18), No. 8, 2024, pp. 1428-1444.
DOI Link 2408
adaptive signal control, artificial intelligence, deep reinforcement learning BibRef

Zhang, K.[Kun], Xu, H.[Hongfeng], Pan, B.F.[Bao-Feng], Zheng, Q.M.[Qi-Ming],
Explicit coordinated signal control using soft actor-critic for cycle length determination,
IET-ITS(18), No. 8, 2024, pp. 1396-1407.
DOI Link 2408
intelligent transportation systems, traffic control, traffic management and control, transport modelling and microsimulation BibRef

Chen, Y.H.[Yen-Hsiang],
Adaptive Signal Control for Multimodal Traffic: Concurrently Offering Multi-Path Progression and Transit-Friendly Signal in Real-Time,
ITS(25), No. 9, September 2024, pp. 10967-10982.
IEEE DOI 2409
Real-time systems, Turning, Delays, Automobiles, Adaptation models, Traffic control, Computational modeling, transit-friendly signal BibRef

Jiang, H.Y.[Hao-Yuan], Li, Z.Y.[Zi-Yue], Li, Z.[Zhishuai], Bai, L.[Lei], Mao, H.[Hangyu], Ketter, W.[Wolfgang], Zhao, R.[Rui],
A General Scenario-Agnostic Reinforcement Learning for Traffic Signal Control,
ITS(25), No. 9, September 2024, pp. 11330-11344.
IEEE DOI 2409
Training, Reinforcement learning, Urban areas, Manuals, Labeling, Adaptation models, Testing, General model, reinforcement learning, traffic control BibRef

Bin-Al-Islam, S.M.A., Hajbabaie, A.[Ali],
Joint Signal Timing and Trajectory Control With Uncertainty in Connected Automated Vehicle Dynamics,
ITS(25), No. 9, September 2024, pp. 12631-12643.
IEEE DOI 2409
Trajectory, Timing, Uncertainty, Vehicle dynamics, Safety, Stochastic processes, Linear programming, Signal timing, optimization under uncertainty BibRef

Lee, S.[Seungyeop], Eom, M.[Myungeun], Kim, B.I.[Byung-In],
Two-stage algorithm for traffic signal optimization and web-service system development,
IET-ITS(18), No. 9, 2024, pp. 1697-1715.
DOI Link 2409
computer simulation, intelligent transportation systems, optimisation, traffic control BibRef

Lin, Z.J.[Zhong-Jie], Gao, K.[Kaizhou], Wu, N.Q.[Nai-Qi], Suganthan, P.N.[Ponnuthurai Nagaratnam],
Problem-Specific Knowledge Based Multi-Objective Meta-Heuristics Combined Q-Learning for Scheduling Urban Traffic Lights With Carbon Emissions,
ITS(25), No. 10, October 2024, pp. 15053-15064.
IEEE DOI 2410
Delays, Pedestrians, Metaheuristics, Carbon dioxide, Search problems, Job shop scheduling, Q-learning, Traffic light scheduling, delay, Q-learning BibRef

Fan, R.[Ruochuan], Lu, J.[Jian], Wang, D.Z.W.[David Z. W.], Zhang, F.[Fang],
Adaptive Speed Optimization Strategy at Signalized Intersections Based on the Penetration Rate of Connected Automated Vehicles,
ITS(25), No. 10, October 2024, pp. 13122-13135.
IEEE DOI 2410
Optimization, Biological system modeling, Carbon dioxide, Computational modeling, Velocity control, decentralized control BibRef

Yang, T.[Tianjia], Fan, W.[Wei],
Enhancing Robustness of Deep Reinforcement Learning Based Adaptive Traffic Signal Controllers in Mixed Traffic Environments Through Data Fusion and Multi-Discrete Actions,
ITS(25), No. 10, October 2024, pp. 14196-14208.
IEEE DOI 2410
Aerospace electronics, Robustness, Optimization, Vectors, Transportation, Real-time systems, Control systems, traffic signal control BibRef

Zhu, H.[Hong], Sun, F.[Fengmei], Tang, K.[Keshuang], Han, T.Y.[Tian-Yang], Xiang, J.P.[Jun-Ping],
A Coordination Graph Based Framework for Network Traffic Signal Control,
ITS(25), No. 10, October 2024, pp. 14298-14312.
IEEE DOI 2410
Roads, Vehicle dynamics, Telecommunication traffic, Graph neural networks, Buildings, Training, Robustness, network coordination BibRef

Zhou, W.K.[Wen-Kai], Wang, Y.[Yue], Liu, M.[Ming], Liu, T.H.[Teng-Hui], Zhang, P.F.[Peng-Fei], Ma, Z.L.[Zhen-Liang],
Traffic Signal Phase and Timing Estimation Using Trajectory Data From Radar Vision Integrated Camera,
ITS(25), No. 11, November 2024, pp. 18279-18291.
IEEE DOI 2411
Estimation, Sensors, Trajectory, Radar, Artificial intelligence, Cameras, Radar detection, Cycle length, phasing scheme, vehicle trajectories BibRef

Wan, L.J.[Li-Juan], Yu, C.H.[Chun-Hui], Lo, H.K.[Hong K.],
Traffic Signal Coordination Under Stochastic Demands and Turning Ratios Considering Spatial-Temporal Dependencies,
ITS(25), No. 11, November 2024, pp. 18236-18251.
IEEE DOI 2411
Stochastic processes, Turning, Delays, Roads, Adaptation models, Optimization, Minimization, Coordinated signal control, traffic flow dependencies BibRef

Jiang, Q.Z.[Qi-Ze], Qin, M.[Minhao], Zhang, H.[Hanyuan], Zhang, X.Y.[Xin-Yu], Sun, W.W.[Wei-Wei],
BlindLight: High Robustness Reinforcement Learning Method to Solve Partially Blinded Traffic Signal Control Problem,
ITS(25), No. 11, November 2024, pp. 16625-16641.
IEEE DOI 2411
Reinforcement learning, Robustness, Switches, Real-time systems, Detectors, Adaptation models, Training, Traffic signal control, robustness BibRef

Chen, W.[Wubing], Yang, S.[Shangdong], Li, W.B.[Wen-Bin], Hu, Y.J.[Yu-Jing], Liu, X.[Xiao], Gao, Y.[Yang],
Learning Multi-Intersection Traffic Signal Control via Coevolutionary Multi-Agent Reinforcement Learning,
ITS(25), No. 11, November 2024, pp. 15947-15963.
IEEE DOI 2411
Roads, Heuristic algorithms, Traffic control, Reinforcement learning, Optimization, Convergence, Software, graph neural network BibRef

Hu, Y.[Yining], Rey, D.[David], Mohajerpoor, R.[Reza], Saberi, M.[Meead],
Optimizing traffic signal control for continuous-flow intersections: Benchmarking against a state-of-practice model,
IET-ITS(18), No. 11, 2024, pp. 2152-2165.
DOI Link 2411
management and control, traffic control, traffic modelling, transport modelling and microsimulation BibRef

Liaquat, M.[Muwahida], Vosough, S.[Shaghayegh], Roncoli, C.[Claudio], Charalambous, T.[Themistoklis],
Assessing the performance of a hybrid max-weight traffic signal control algorithm in the presence of noisy queue information: An evaluation of the environmental impacts,
IET-ITS(18), No. 11, 2024, pp. 2255-2272.
DOI Link 2411
environmental evaluation, distributed control, signal processing, traffic control BibRef

Sun, Z.Y.[Zhi-Yuan], Wang, Z.C.[Zhi-Cheng], Wang, T.[Tianshi], Wang, D.[Duo], Lu, H.[Huapu], Chen, Y.Y.[Yan-Yan],
How to reduce the influence of special vehicles on traffic flow? A Dogit-ABM approach,
IET-ITS(18), No. 11, 2024, pp. 1981-1998.
DOI Link 2411
cellular automata, management and control, traffic modelling BibRef

Peelam, M.S.[Mritunjay Shall], Naren, Gera, M.[Mehul], Chamola, V.[Vinay], Zeadally, S.[Sherali],
A Review on Emergency Vehicle Management for Intelligent Transportation Systems,
ITS(25), No. 11, November 2024, pp. 15229-15246.
IEEE DOI 2411
Smart cities, Vehicles, Surveys, Reviews, Planning, Intelligent sensors, Emergency services, smart cities BibRef

Wang, L.L., Ngan, H.Y.T., Liu, W., Yung, N.H.C.,
Anomaly Detection for Quaternion-Valued Traffic Signals,
DICTA16(1-4)
IEEE DOI 1701
Complexity theory BibRef

Aarab, I., Madani, A., Kissi, M.,
Optimizing self-organizing method in traffic lights with PSO algorithm in a single junction modeled with a cellular automaton,
ISCV15(1-5)
IEEE DOI 1506
cellular automata BibRef

Tahifa, M., Boumhidi, J., Yahyaouy, A.,
Swarm reinforcement learning for traffic signal control based on cooperative multi-agent framework,
ISCV15(1-6)
IEEE DOI 1506
learning (artificial intelligence) BibRef

Er, U.[Uygar], Yuksel, S.[Suleyman], Akoz, O.[Omer], Karsligil, M.E.[M. Elif],
Traffic accident risk analysis based on relation of Common Route Models,
ICPR12(2561-2564).
WWW Link. 1302
BibRef

Chapter on Motion -- Feature-Based, Long Range, Motion and Structure Estimates, Tracking, Surveillance, Activities continues in
Electric Vehicle Issues, Usage, Charging, Controls .

Last update:Nov 26, 2024 at 16:40:19