See also Traffic Control, Traffic Analysis, Not Image Analysis.

See also Surveillance of Vehicles and Occupants, Driver Monitoring.

See also Traffic Surveillance, Analysis of Traffic.

*List, G.F.*,
*Cetin, M.*,

**Modeling traffic signal control using Petri nets**,

*ITS(5)*, No. 3, September 2004, pp. 177-187.

IEEE Abstract.
**0501**

BibRef

*Heung, T.H.*,
*Ho, T.K.*,
*Fung, Y.F.*,

**Coordinated Road-Junction Traffic Control by Dynamic Programming**,

*ITS(6)*, No. 3, September 2005, pp. 341-350.

IEEE DOI
**0509**

BibRef

*Lo, H.K.*,

**A Reliability Framework for Traffic Signal Control**,

*ITS(7)*, No. 2, June 2006, pp. 250-260.

IEEE DOI
**0606**

BibRef

*Lin, W.H.[Wei-Hua]*,
*Wang, C.H.[Cheng-Hong]*,

**An enhanced 0-1 mixed-integer LP formulation for traffic signal control**,

*ITS(5)*, No. 4, December 2004, pp. 238-245.

IEEE Abstract.
**0501**

BibRef

*Srinivasan, D.*,
*Choy, M.C.*,
*Cheu, R.L.*,

**Neural Networks for Real-Time Traffic Signal Control**,

*ITS(7)*, No. 3, September 2006, pp. 261-272.

IEEE DOI
**0609**

BibRef

*Mirchandani, P.B.*,
*Zou, N.*,

**Queuing Models for Analysis of Traffic Adaptive Signal Control**,

*ITS(8)*, No. 1, March 2007, pp. 50-59.

IEEE DOI
**0703**

BibRef

*Fang, F.C.*,
*Elefteriadou, L.*,

**Capability-Enhanced Microscopic Simulation With Real-Time Traffic
Signal Control**,

*ITS(9)*, No. 4, December 2008, pp. 625-632.

IEEE DOI
**0812**

BibRef

*Tan, C.W.*,
*Park, S.*,
*Liu, H.*,
*Xu, Q.*,
*Lau, P.*,

**Prediction of Transit Vehicle Arrival Time for Signal Priority Control:
Algorithm and Performance**,

*ITS(9)*, No. 4, December 2008, pp. 688-696.

IEEE DOI
**0812**

BibRef

*Gokulan, B.P.*,
*Srinivasan, D.*,

**Distributed Geometric Fuzzy Multiagent Urban Traffic Signal Control**,

*ITS(11)*, No. 3, September 2010, pp. 714-727.

IEEE DOI
**1003**

BibRef

*Milanes, V.*,
*Perez, J.*,
*Onieva, E.*,
*Gonzalez, C.*,

**Controller for Urban Intersections Based on Wireless Communications and
Fuzzy Logic**,

*ITS(11)*, No. 1, March 2010, pp. 243-248.

IEEE DOI
**1003**

BibRef

*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

*Vigos, G.*,
*Papageorgiou, M.*,

**A Simplified Estimation Scheme for the Number of Vehicles in Signalized
Links**,

*ITS(11)*, No. 2, June 2010, pp. 312-321.

IEEE DOI
**1007**

BibRef

*Zhang, G.*,
*Wang, Y.*,

**Optimizing Minimum and Maximum Green Time Settings for Traffic Actuated
Control at Isolated Intersections**,

*ITS(12)*, No. 1, March 2011, pp. 164-173.

IEEE DOI
**1103**

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

*Comert, G.*,
*Cetin, M.*,

**Analytical Evaluation of the Error in Queue Length Estimation at
Traffic Signals From Probe Vehicle Data**,

*ITS(12)*, No. 2, June 2011, pp. 563-573.

IEEE DOI
**1101**

BibRef

*Prashanth, L.A.*,
*Bhatnagar, S.*,

**Reinforcement Learning With Function Approximation for Traffic Signal
Control**,

*ITS(12)*, No. 2, June 2011, pp. 412-421.

IEEE DOI
**1101**

BibRef

*Kouvelas, A.*,
*Aboudolas, K.*,
*Papageorgiou, M.*,
*Kosmatopoulos, E.B.*,

**A Hybrid Strategy for Real-Time Traffic Signal Control of Urban Road
Networks**,

*ITS(12)*, No. 3, September 2011, pp. 884-894.

IEEE DOI
**1109**

BibRef

*Manolis, D.[Diamantis]*,
*Pappa, T.[Theodora]*,
*Diakaki, C.[Christina]*,
*Papamichail, I.[Ioannis]*,
*Papageorgiou, M.[Markos]*,

**Centralised versus decentralised signal control of large-scale urban
road networks in real time: a simulation study**,

*IET-ITS(12)*, No. 8, October 2018, pp. 891-900.

DOI Link
**1809**

BibRef

*Keyvan-Ekbatani, M.*,
*Yildirimoglu, M.*,
*Geroliminis, N.*,
*Papageorgiou, M.*,

**Multiple Concentric Gating Traffic Control in Large-Scale Urban
Networks**,

*ITS(16)*, No. 4, August 2015, pp. 2141-2154.

IEEE DOI
**1508**

Equations
BibRef

*Sirmatel, I.I.*,
*Geroliminis, N.*,

**Economic Model Predictive Control of Large-Scale Urban Road Networks
via Perimeter Control and Regional Route Guidance**,

*ITS(19)*, No. 4, April 2018, pp. 1112-1121.

IEEE DOI
**1804**

Computational modeling, Economics, Nickel, Predictive control, Roads,
Urban areas, Vehicles, Model predictive control (MPC),
urban traffic control
BibRef

*Sirmatel, I.I.*,
*Geroliminis, N.*,

**Nonlinear Moving Horizon Estimation for Large-Scale Urban Road
Networks**,

*ITS(21)*, No. 12, December 2020, pp. 4983-4994.

IEEE DOI
**2012**

Estimation, Roads, Noise measurement, Control systems,
Kalman filters, Data models, Analytical models,
large-scale urban road networks
BibRef

*Mesbah, M.*,
*Sarvi, M.*,
*Currie, G.*,

**Optimization of Transit Priority in the Transportation Network Using a
Genetic Algorithm**,

*ITS(12)*, No. 3, September 2011, pp. 908-919.

IEEE DOI
**1109**

BibRef

*Zhu, F.*,
*Li, G.*,
*Li, Z.*,
*Chen, C.*,
*Wen, D.*,

**A Case Study of Evaluating Traffic Signal Control Systems Using
Computational Experiments**,

*ITS(12)*, No. 4, December 2011, pp. 1220-1226.

IEEE DOI
**1112**

BibRef

*Zhu, F.*,
*Wen, D.*,
*Chen, S.*,

**Computational Traffic Experiments Based on Artificial Transportation
Systems: An Application of ACP Approach**,

*ITS(14)*, No. 1, March 2013, pp. 189-198.

IEEE DOI
**1303**

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

*Abbas, M.[Muhammad]*,
*Khan, M.S.[M. Saleem]*,
*Ali, N.[Nasir]*,
*Fazil, S.[Syed]*,

**Fuzzy Logic Based Autonomous Traffic Control System**,

*Sensors(136)*, No. 1, January 2012, pp. 132-146

HTML Version.
**1203**

BibRef

*Hounsell, N.*,
*Shrestha, B.*,

**A New Approach for Co-Operative Bus Priority at Traffic Signals**,

*ITS(13)*, No. 1, March 2012, pp. 6-14.

IEEE DOI
**1203**

BibRef

*Ghaffarian, H.*,
*Fathy, M.*,
*Soryani, M.*,

**Vehicular ad hoc networks enabled traffic controller for removing
traffic lights in isolated intersections based on integer linear
programming**,

*IET-ITS(6)*, No. 2, 2012, pp. 115-123.

DOI Link
**1206**

BibRef

*Hunter, M.P.*,
*Wu, S.K.[Seung Kook]*,
*Kim, H.K.[Hoe Kyoung]*,
*Suh, W.[Wonho]*,

**A Probe-Vehicle-Based Evaluation of Adaptive Traffic Signal Control**,

*ITS(13)*, No. 2, June 2012, pp. 704-713.

IEEE DOI
**1206**

BibRef

*Zhao, D.*,
*Dai, Y.*,
*Zhang, Z.*,

**Computational Intelligence in Urban Traffic Signal Control: A Survey**,

*SMC-C(42)*, No. 4, July 2012, pp. 485-494.

IEEE DOI
**1206**

*Survey, Traffic Signals*.
BibRef

*Hao, P.[Peng]*,
*Ban, X.G.[Xue-Gang]*,
*Bennett, K.P.*,
*Ji, Q.A.[Qi-Ang]*,
*Sun, Z.B.[Zhan-Bo]*,

**Signal Timing Estimation Using Sample Intersection Travel Times**,

*ITS(13)*, No. 2, June 2012, pp. 792-804.

IEEE DOI
**1206**

BibRef

*Chen, L.W.*,
*Hu, T.Y.*,

**Flow Equilibrium Under Dynamic Traffic Assignment and Signal Control:
An Illustration of Pretimed and Actuated Signal Control Policies**,

*ITS(13)*, No. 3, September 2012, pp. 1266-1276.

IEEE DOI
**1209**

BibRef

*Vandenberghe, W.*,
*Vanhauwaert, E.*,
*Verbrugge, S.*,
*Moerman, I.*,
*Demeester, P.*,

**Feasibility of expanding traffic monitoring systems with floating car
data technology**,

*IET-ITS(6)*, No. 4, 2012, pp. 347-354.

DOI Link
**1302**

BibRef

*Zhou, X.*,
*Lu, Y.*,

**Coordinate model predictive control with neighbourhood optimisation for
a signal split in urban traffic networks**,

*IET-ITS(6)*, No. 4, 2012, pp. 372-379.

DOI Link
**1302**

BibRef

*Blokpoel, R.*,
*Vreeswijk, J.*,
*Leistner, D.*,

**Micro-routing using accurate traffic predictions**,

*IET-ITS(6)*, No. 4, 2012, pp. 380-387.

DOI Link
**1302**

BibRef

*Zhang, L.*,
*Wang, L.*,
*Zhou, K.*,
*Zhang, W.*,

**Dynamic All-Red Extension at a Signalized Intersection:
A Framework of Probabilistic Modeling and Performance Evaluation**,

*ITS(13)*, No. 1, March 2012, pp. 166-179.

IEEE DOI
**1203**

BibRef

*Zhang, Z.*,
*Yang, D.*,
*Zhang, T.*,
*He, Q.*,
*Lian, X.*,

**A Study on the Method for Cleaning and Repairing the Probe Vehicle Data**,

*ITS(14)*, No. 1, March 2013, pp. 419-427.

IEEE DOI
**1303**

BibRef

*Ye, P.*,
*Wen, D.*,

**A Study of Destination Selection Model Based on Link Flows**,

*ITS(14)*, No. 1, March 2013, pp. 428-437.

IEEE DOI
**1303**

BibRef

*Yang, X.*,
*Li, X.*,
*Gao, Z.Y.[Zi-You]*,
*Wang, H.*,
*Tang, T.*,

**A Cooperative Scheduling Model for Timetable Optimization in Subway
Systems**,

*ITS(14)*, No. 1, March 2013, pp. 438-447.

IEEE DOI
**1303**

BibRef

*Yang, X.[Xin]*,
*Ning, B.[Bin]*,
*Li, X.[Xiang]*,
*Tang, T.[Tao]*,

**A Two-Objective Timetable Optimization Model in Subway Systems**,

*ITS(15)*, No. 5, October 2014, pp. 1913-1921.

IEEE DOI
**1410**

genetic algorithms
BibRef

*Su, S.[Shuai]*,
*Tang, T.[Tao]*,
*Li, X.[Xiang]*,
*Gao, Z.Y.[Zi-You]*,

**Optimization of Multitrain Operations in a Subway System**,

*ITS(15)*, No. 2, April 2014, pp. 673-684.

IEEE DOI
**1404**

Energy consumption
BibRef

*Hame, L.*,
*Hakula, H.*,

**Dynamic Journeying in Scheduled Networks**,

*ITS(14)*, No. 1, March 2013, pp. 360-369.

IEEE DOI
**1303**

BibRef

*Zhou, Z.[Zhen]*,
*Chu, F.[Feng]*,
*Che, A.[Ada]*,
*Zhou, M.[Meng_Chu]*,

**epsilon-Constraint and Fuzzy Logic-Based Optimization of
Hazardous Material Transportation via Lane Reservation**,

*ITS(14)*, No. 2, 2013, pp. 847-857.

IEEE DOI
**1307**

topology; fuzzy logic-based optimization;
traffic conditions
BibRef

*Wu, P.*,
*Che, A.[Ada]*,
*Chu, F.[Feng]*,
*Zhou, M.[Meng_Chu]*,

**An Improved Exact epsilon-Constraint and Cut-and-Solve Combined
Method for Biobjective Robust Lane Reservation**,

*ITS(16)*, No. 3, June 2015, pp. 1479-1492.

IEEE DOI
**1506**

Educational institutions
BibRef

*Wu, P.*,
*Che, A.*,
*Chu, F.*,
*Fang, Y.*,

**Exact and Heuristic Algorithms for Rapid and Station Arrival-Time
Guaranteed Bus Transportation via Lane Reservation**,

*ITS(18)*, No. 8, August 2017, pp. 2028-2043.

IEEE DOI
**1708**

Heuristic algorithms, Kernel, Robustness, Transportation,
Uncertainty, Bus lane reservation, bi-objective optimization,
cut-and-solve method, integer programming, kernel, search
BibRef

*Ng, K.M.*,
*Reaz, M.B.I.*,
*Ali, M.A.M.*,

**A Review on the Applications of Petri Nets in Modeling, Analysis,
and Control of Urban Traffic**,

*ITS(14)*, No. 2, 2013, pp. 858-870.

IEEE DOI
**1307**

Roads; Petri net (PN); traffic signal optimization
BibRef

*Bie, Y.*,
*Wang, D.*,
*Qu, X.*,

**Modelling correlation degree between two adjacent signalised
intersections for dynamic subarea partition**,

*IET-ITS(7)*, No. 1, 2013, pp. 28-35.

DOI Link
**1307**

BibRef

*El-Tantawy, S.*,
*Abdulhai, B.*,
*Abdelgawad, H.*,

**Multiagent Reinforcement Learning for Integrated Network of Adaptive
Traffic Signal Controllers (MARLIN-ATSC): Methodology and Large-Scale
Application on Downtown Toronto**,

*ITS(14)*, No. 3, 2013, pp. 1140-1150.

IEEE DOI
**1309**

Adaptive traffic signal control
BibRef

*Christofa, E.*,
*Papamichail, I.*,
*Skabardonis, A.*,

**Person-Based Traffic Responsive Signal Control Optimization**,

*ITS(14)*, No. 3, 2013, pp. 1278-1289.

IEEE DOI
**1309**

Mathematical model
BibRef

*Schaudt, W.A.*,
*Bowman, D.S.*,
*Baker, S.*,
*Hanowski, R.J.*,
*Flanigan, C.*,

**Field evaluation of an enhanced rear signalling system for heavy
trucks**,

*IET-ITS(7)*, No. 3, September 2013, pp. 345-350.

DOI Link
**1402**

accident prevention
BibRef

*Li, Y.[Yong]*,
*Jin, D.[Depeng]*,
*Wang, Z.C.[Zhao-Cheng]*,
*Zeng, L.G.[Lie-Guang]*,
*Chen, S.[Sheng]*,

**Coding or Not: Optimal Mobile Data Offloading in Opportunistic
Vehicular Networks**,

*ITS(15)*, No. 1, February 2014, pp. 318-333.

IEEE DOI
**1403**

cellular radio
BibRef

*Zhang, G.H.[Guo-Hui]*,
*Ma, X.L.[Xiao-Lei]*,
*Wang, Y.H.[Yin-Hai]*,

**Self-Adaptive Tolling Strategy for Enhanced High-Occupancy Toll Lane
Operations**,

*ITS(15)*, No. 1, February 2014, pp. 306-317.

IEEE DOI
**1403**

Laplace transforms
BibRef

*Lu, Y.[Yang]*,
*Yang, X.F.[Xian-Feng]*,

**Estimating Dynamic Queue Distribution in a Signalized Network Through
a Probability Generating Model**,

*ITS(15)*, No. 1, February 2014, pp. 334-344.

IEEE DOI
**1403**

queueing theory
Note:

See also Note on Estimating Dynamic Queue Distribution in a Signalized Network Through a Probability Generating Model, A.
BibRef

*Tettamanti, T.*,
*Luspay, T.*,
*Kulcsar, B.*,
*Peni, T.*,
*Varga, I.*,

**Robust Control for Urban Road Traffic Networks**,

*ITS(15)*, No. 1, February 2014, pp. 385-398.

IEEE DOI
**1403**

minimax techniques
BibRef

*Huang, Y.S.[Yi-Sheng]*,
*Weng, Y.S.[Yi-Shun]*,
*Zhou, M.C.[Meng-Chu]*,

**Modular Design of Urban Traffic-Light Control Systems Based on
Synchronized Timed Petri Nets**,

*ITS(15)*, No. 2, April 2014, pp. 530-539.

IEEE DOI
**1404**

Analytical models
BibRef

*Huang, Y.S.[Yi-Sheng]*,
*Weng, Y.S.[Yi-Shun]*,
*Zhou, M.C.[Meng-Chu]*,

**Critical Scenarios and Their Identification in Parallel Railroad Level
Crossing Traffic Control Systems**,

*ITS(11)*, No. 4, December 2010, pp. 968-977.

IEEE DOI
**1101**

BibRef

*Huang, Y.S.[Yi-Sheng]*,
*Weng, Y.S.[Yi-Shun]*,
*Zhou, M.C.[Meng-Chu]*,

**Design of Traffic Safety Control Systems for Emergency Vehicle
Preemption Using Timed Petri Nets**,

*ITS(16)*, No. 4, August 2015, pp. 2113-2120.

IEEE DOI
**1508**

Control systems
BibRef

*Chen, Y.*,
*Chang, G.*,

**A Macroscopic Signal Optimization Model for Arterials Under Heavy
Mixed Traffic Flows**,

*ITS(15)*, No. 2, April 2014, pp. 805-817.

IEEE DOI
**1404**

Delays
BibRef

*Lan, C.*,
*Chang, G.*,

**A Traffic Signal Optimization Model for Intersections Experiencing
Heavy Scooter-Vehicle Mixed Traffic Flows**,

*ITS(16)*, No. 4, August 2015, pp. 1771-1783.

IEEE DOI
**1508**

Delays
BibRef

*Huang, Z.D.[Zheng-Dong]*,
*Liu, X.J.[Xue-Jun]*,

**A Hierarchical Approach to Optimizing Bus Stop Distribution in Large
and Fast Developing Cities**,

*IJGI(3)*, No. 2, 2014, pp. 554-564.

DOI Link
**1405**

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

*Ghazel, M.*,
*El-Koursi, E.*,

**Two-Half-Barrier Level Crossings Versus Four-Half-Barrier Level
Crossings: A Comparative Risk Analysis Study**,

*ITS(15)*, No. 3, June 2014, pp. 1123-1133.

IEEE DOI
**1407**

Accidents
BibRef

*Ansari, K.*,
*Feng, Y.*,
*Singh, J.*,

**Study of a geo-multicast framework for efficient message
dissemination at unmanned level crossings**,

*IET-ITS(8)*, No. 4, June 2014, pp. 425-434.

DOI Link
**1407**

BibRef

*Wu, J.*,
*Perronnet, F.*,
*Abbas-Turki, A.*,

**Cooperative vehicle-actuator system: a sequence-based framework of
cooperative intersections management**,

*IET-ITS(8)*, No. 4, June 2014, pp. 352-360.

DOI Link
**1407**

BibRef

*Zeng, X.S.[Xiao-Si]*,
*Zhang, Y.L.[Yun-Long]*,
*Balke, K.N.*,
*Yin, K.[Kai]*,

**A Real-Time Transit Signal Priority Control Model Considering
Stochastic Bus Arrival Time**,

*ITS(15)*, No. 4, August 2014, pp. 1657-1666.

IEEE DOI
**1410**

integer programming
BibRef

*Yang, D.[Dong]*,
*Jia, H.F.[Hong-Fei]*,
*Tang, M.[Ming]*,

**Realization of a Dilemma-Zone Guiding Algorithm at Signalized
Intersections**,

*ITS(15)*, No. 5, October 2014, pp. 2333-2339.

IEEE DOI
**1410**

automobiles
BibRef

*Liu, P.[Pan]*,
*Xu, C.C.[Cheng-Cheng]*,
*Wang, W.[Wei]*,
*Wan, J.J.[Jing-Jing]*,

**Identifying factors affecting drivers selection of unconventional
outside left-turn lanes at signallised intersections**,

*IET-ITS(7)*, No. 4, December 2013, pp. 396-403.

DOI Link
**1402**

statistical analysis
BibRef

*Sun, J.[Jian]*,
*Chen, S.[Shenyang]*,

**Dynamic speed guidance for active highway signal coordination:
roadside against in-car strategies**,

*IET-ITS(7)*, No. 4, December 2013, pp. 432-444.

DOI Link
**1402**

control engineering computing
BibRef

*Mahler, G.*,
*Vahidi, A.*,

**An Optimal Velocity-Planning Scheme for Vehicle Energy Efficiency
Through Probabilistic Prediction of Traffic-Signal Timing**,

*ITS(15)*, No. 6, December 2014, pp. 2516-2523.

IEEE DOI
**1412**

Monte Carlo methods
BibRef

*Zheng, H.[Hong]*,
*Nava, E.*,
*Chiu, Y.C.[Yi-Chang]*,

**Measuring Networkwide Traffic Delay in Schedule Optimization for
Work-Zone Planning in Urban Networks**,

*ITS(15)*, No. 6, December 2014, pp. 2595-2604.

IEEE DOI
**1412**

optimisation
BibRef

*Ceder, A.*,
*Philibert, L.*,

**Transit Timetables Resulting in Even Maximum Load on Individual
Vehicles**,

*ITS(15)*, No. 6, December 2014, pp. 2605-2614.

IEEE DOI
**1412**

intelligent transportation systems
BibRef

*Fayazi, S.A.*,
*Vahidi, A.*,
*Mahler, G.*,
*Winckler, A.*,

**Traffic Signal Phase and Timing Estimation From Low-Frequency Transit
Bus Data**,

*ITS(16)*, No. 1, February 2015, pp. 19-28.

IEEE DOI
**1502**

Acceleration
BibRef

*Fayazi, S.A.*,
*Vahidi, A.*,

**Crowdsourcing Phase and Timing of Pre-Timed Traffic Signals in the
Presence of Queues: Algorithms and Back-End System Architecture**,

*ITS(17)*, No. 3, March 2016, pp. 870-881.

IEEE DOI
**1603**

Crowdsourcing
BibRef

*Reisi Gahrooei, M.*,
*Work, D.B.*,

**Inferring Traffic Signal Phases From Turning Movement Counters Using
Hidden Markov Models**,

*ITS(16)*, No. 1, February 2015, pp. 91-101.

IEEE DOI
**1502**

Bayes methods
BibRef

*Samra, S.*,
*El-Mahdy, A.*,
*Wada, Y.*,

**A Linear Time and Space Algorithm for Optimal Traffic-Signal Duration
at an Intersection**,

*ITS(16)*, No. 1, February 2015, pp. 387-395.

IEEE DOI
**1502**

Aerospace electronics
BibRef

*Muller, E.R.*,
*Carlson, R.C.*,
*Kraus, W.*,
*Papageorgiou, M.*,

**Microsimulation Analysis of Practical Aspects of Traffic Control With
Variable Speed Limits**,

*ITS(16)*, No. 1, February 2015, pp. 512-523.

IEEE DOI
**1502**

Acceleration
BibRef

*Timotheou, S.*,
*Panayiotou, C.G.*,
*Polycarpou, M.M.*,

**Distributed Traffic Signal Control Using the Cell Transmission Model
via the Alternating Direction Method of Multipliers**,

*ITS(16)*, No. 2, April 2015, pp. 919-933.

IEEE DOI
**1504**

Delays
BibRef

*Li, L.[Linbo]*,
*Wang, J.[Jing]*,
*Song, Z.Q.[Zi-Qi]*,
*Dong, Z.[Zhi]*,
*Wu, B.[Bing]*,

**Analysing the impact of weather on bus ridership using smart card
data**,

*IET-ITS(9)*, No. 2, 2015, pp. 221-229.

DOI Link
**1504**

environmental factors
BibRef

*Wang, F.[Fen]*,
*Tang, K.[Keshuang]*,
*Li, K.P.[Ke-Ping]*,

**Stochastic effects of traffic randomness on the determination of
signal change and clearance intervals at signalised intersections**,

*IET-ITS(9)*, No. 3, 2015, pp. 250-263.

DOI Link
**1506**

regression analysis
BibRef

*van Katwijk, R.T.*,
*Gabriel, S.*,

**Optimising a vehicle's approach towards an adaptively controlled
intersection**,

*IET-ITS(9)*, No. 5, 2015, pp. 479-487.

DOI Link
**1507**

adaptive control
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

*Tiaprasert, K.*,
*Zhang, Y.L.[Yun-Long]*,
*Wang, X.B.*,
*Zeng, X.S.[Xiao-Si]*,

**Queue Length Estimation Using Connected Vehicle Technology for
Adaptive Signal Control**,

*ITS(16)*, No. 4, August 2015, pp. 2129-2140.

IEEE DOI
**1508**

Adaptation models
BibRef

*Xu, X.*,
*Zhou, J.Y.*,
*Liu, Y.*,
*Xu, Z.Z.*,
*Zha, X.W.*,

**Taxi-RS: Taxi-Hunting Recommendation System Based on Taxi GPS Data**,

*ITS(16)*, No. 4, August 2015, pp. 1716-1727.

IEEE DOI
**1508**

Analytical models
BibRef

*Yin, B.*,
*Dridi, M.*,
*El Moudni, A.*,

**Forward search algorithm based on dynamic programming for real-time
adaptive traffic signal control**,

*IET-ITS(9)*, No. 7, 2015, pp. 754-764.

DOI Link
**1509**

adaptive control
BibRef

*Ardeshiri, A.*,
*Jeihani, M.*,
*Peeta, S.*,

**Driving simulator-based study of compliance behaviour with dynamic
message sign route guidance**,

*IET-ITS(9)*, No. 7, 2015, pp. 765-772.

DOI Link
**1509**

driver information systems
BibRef

*Ding, N.[Nan]*,
*He, Q.[Qing]*,
*Wu, C.X.[Chang-Xu]*,
*Fetzer, J.*,

**Modeling Traffic Control Agency Decision Behavior for Multimodal
Manual Signal Control Under Event Occurrences**,

*ITS(16)*, No. 5, October 2015, pp. 2467-2478.

IEEE DOI
**1511**

decision making
BibRef

*Tang, L.[Li]*,
*He, Q.[Qing]*,
*Wang, D.S.[Ding-Su]*,
*Qiao, C.M.[Chun-Ming]*,

**Multi-Modal Traffic Signal Control in Shared Space Street**,

*ITS(23)*, No. 1, January 2022, pp. 392-403.

IEEE DOI
**2201**

Computational modeling, Automobiles, Optimization,
Light rail systems, Vehicle dynamics, Space exploration,
multi-modal signal coordination
BibRef

*Rajabioun, T.*,
*Ioannou, P.*,

**On-Street and Off-Street Parking Availability Prediction Using
Multivariate Spatiotemporal Models**,

*ITS(16)*, No. 5, October 2015, pp. 2913-2924.

IEEE DOI
**1511**

automobiles
BibRef

*Ferreira, J.C.*,
*de Almeida, J.*,
*Rodrigues da Silva, A.*,

**The Impact of Driving Styles on Fuel Consumption: A
Data-Warehouse-and-Data-Mining-Based Discovery Process**,

*ITS(16)*, No. 5, October 2015, pp. 2653-2662.

IEEE DOI
**1511**

data mining
BibRef

*Hajbabaie, A.*,
*Benekohal, R.F.*,

**A Program for Simultaneous Network Signal Timing Optimization and
Traffic Assignment**,

*ITS(16)*, No. 5, October 2015, pp. 2573-2586.

IEEE DOI
**1511**

intelligent transportation systems
BibRef

*Ye, B.*,
*Wu, W.*,
*Mao, W.*,

**A Two-Way Arterial Signal Coordination Method With Queueing Process
Considered**,

*ITS(16)*, No. 6, December 2015, pp. 3440-3452.

IEEE DOI
**1512**

Bandwidth
BibRef

*Kamal, M.A.S.*,
*Imura, J.*,
*Hayakawa, T.*,
*Ohata, A.*,
*Aihara, K.*,

**A Vehicle-Intersection Coordination Scheme for Smooth Flows of
Traffic Without Using Traffic Lights**,

*ITS(16)*, No. 3, June 2015, pp. 1136-1147.

IEEE DOI
**1506**

Acceleration
BibRef

*Qi, L.*,
*Zhou, M.*,
*Luan, W.*,

**Emergency Traffic-Light Control System Design for Intersections
Subject to Accidents**,

*ITS(17)*, No. 1, January 2016, pp. 170-183.

IEEE DOI
**1601**

Accidents
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

*Sun, D.J.*,
*Ni, X.*,
*Zhang, L.*,

**A Discriminated Release Strategy for Parking Variable Message Sign
Display Problem Using Agent-Based Simulation**,

*ITS(17)*, No. 1, January 2016, pp. 38-47.

IEEE DOI
**1601**

Reliability
BibRef

*di Febbraro, A.*,
*Giglio, D.*,
*Sacco, N.*,

**A Deterministic and Stochastic Petri Net Model for Traffic-Responsive
Signaling Control in Urban Areas**,

*ITS(17)*, No. 2, February 2016, pp. 510-524.

IEEE DOI
**1602**

Analytical models
BibRef

*Wang, H.*,
*Zhang, G.*,
*Zhang, Z.*,
*Wang, Y.*,

**Estimating control delays at signalised intersections using
low-resolution transit bus-based global positioning system data**,

*IET-ITS(10)*, No. 2, 2016, pp. 73-78.

DOI Link
**1602**

Global Positioning System
BibRef

*Contreras, S.*,
*Kachroo, P.*,
*Agarwal, S.*,

**Observability and Sensor Placement Problem on Highway Segments:
A Traffic Dynamics-Based Approach**,

*ITS(17)*, No. 3, March 2016, pp. 848-858.

IEEE DOI
**1603**

Mathematical model
BibRef

*Agarwal, S.*,
*Kachroo, P.*,
*Contreras, S.*,

**A Dynamic Network Modeling-Based Approach for Traffic Observability
Problem**,

*ITS(17)*, No. 4, April 2016, pp. 1168-1178.

IEEE DOI
**1604**

Estimation
BibRef

*List, G.F.*,
*Mashayekhi, M.*,

**A Modular Colored Stochastic Petri Net for Modeling and Analysis of
Signalized Intersections**,

*ITS(17)*, No. 3, March 2016, pp. 701-713.

IEEE DOI
**1603**

Analytical models
BibRef

*Wang, Z.*,
*Chen, S.*,
*Yang, H.*,
*Wu, B.*,
*Wang, Y.*,

**Comparison of delay estimation models for signalised intersections
using field observations in Shanghai**,

*IET-ITS(10)*, No. 3, 2016, pp. 165-174.

DOI Link
**1604**

delay estimation
BibRef

*Huang, K.S.*,
*Chiu, P.J.*,
*Tsai, H.M.*,
*Kuo, C.C.J.*,
*Lee, H.Y.*,
*Wang, Y.C.F.*,

**RedEye: Preventing Collisions Caused by Red-Light Running Scooters
With Smartphones**,

*ITS(17)*, No. 5, May 2016, pp. 1243-1257.

IEEE DOI
**1605**

Accidents
BibRef

*Dai, P.*,
*Liu, K.*,
*Zhuge, Q.*,
*Sha, E.H.M.[E. H. M.]*,
*Lee, V.C.S.[V. C. S.]*,
*Son, S.H.*,

**Quality-of-Experience-Oriented Autonomous Intersection Control in
Vehicular Networks**,

*ITS(17)*, No. 7, July 2016, pp. 1956-1967.

IEEE DOI
**1608**

convex programming
BibRef

*Zaidi, A.A.*,
*Kulcsár, B.*,
*Wymeersch, H.*,

**Back-Pressure Traffic Signal Control With Fixed and Adaptive Routing
for Urban Vehicular Networks**,

*ITS(17)*, No. 8, August 2016, pp. 2134-2143.

IEEE DOI
**1608**

Adaptive systems
BibRef

*Ye, B.L.*,
*Wu, W.*,
*Li, L.*,
*Mao, W.*,

**A Hierarchical Model Predictive Control Approach for Signal Splits
Optimization in Large-Scale Urban Road Networks**,

*ITS(17)*, No. 8, August 2016, pp. 2182-2192.

IEEE DOI
**1608**

Benchmark testing
BibRef

*Shirvani, M.J.*,
*Maleki, H.R.*,

**Enhanced variable bandwidth progression optimisation model in
arterial traffic signal control**,

*IET-ITS(10)*, No. 6, 2016, pp. 396-405.

DOI Link
**1608**

decision making
BibRef

*Gu, X.*,
*Wang, Y.*,

**A Note on 'Estimating Dynamic Queue Distribution in a Signalized
Network Through a Probability Generating Model'**,

*ITS(17)*, No. 9, September 2016, pp. 2592-2593.

IEEE DOI
**1609**

Estimation

See also Estimating Dynamic Queue Distribution in a Signalized Network Through a Probability Generating Model.
BibRef

*Li, P.*,
*Mirchandani, P.B.*,

**A New Hardware-in-the-Loop Traffic Signal Simulation Framework to
Bridge Traffic Signal Research and Practice**,

*ITS(17)*, No. 9, September 2016, pp. 2430-2439.

IEEE DOI
**1609**

Adaptation models
BibRef

*Ma, J.*,
*Zhou, F.*,

**Virtual dynamic message signs:
A future mode for basic public traveller information**,

*IET-ITS(10)*, No. 7, 2016, pp. 476-482.

DOI Link
**1609**

driver information systems
BibRef

*Ozatay, E.*,
*Ozguner, U.*,
*Filev, D.*,
*Michelini, J.*,

**Bayesian Traffic Light Parameter Tracking Based on Semi-Hidden Markov
Models**,

*ITS(17)*, No. 11, November 2016, pp. 2998-3008.

IEEE DOI
**1609**

Bayes methods
BibRef

*Lin, W.C.*,
*Wong, S.K.*,
*Li, C.H.*,
*Tseng, R.*,

**Generating Believable Mixed-Traffic Animation**,

*ITS(17)*, No. 11, November 2016, pp. 3171-3183.

IEEE DOI
**1609**

Acceleration
BibRef

*Chen, L.*,
*Englund, C.*,

**Cooperative Intersection Management: A Survey**,

*ITS(17)*, No. 2, February 2016, pp. 570-586.

IEEE DOI
**1602**

Computer integrated manufacturing
BibRef

*Ye, Z.*,
*Xu, M.*,

**Decision Model for Resolving Conflicting Transit Signal Priority
Requests**,

*ITS(18)*, No. 1, January 2017, pp. 59-68.

IEEE DOI
**1701**

Delays
BibRef

*Xu, M.*,
*An, K.*,
*Ye, Z.*,
*Wang, Y.*,
*Feng, J.*,
*Zhao, J.*,

**A Bi-Level Model to Resolve Conflicting Transit Priority Requests at
Urban Arterials**,

*ITS(20)*, No. 4, April 2019, pp. 1353-1364.

IEEE DOI
**1904**

Delays, Optimization, Signal resolution, Bandwidth,
Analytical models, Intelligent transportation systems,
urban arterials
BibRef

*Yang, B.[Bo]*,
*Zheng, R.[Rencheng]*,
*Shimono, K.[Keisuke]*,
*Kaizuka, T.[Tsutomu]*,
*Nakano, K.[Kimihiko]*,

**Evaluation of the effects of in-vehicle traffic lights on driving
performances for unsignalised intersections**,

*IET-ITS(11)*, No. 2, March 2017, pp. 76-83.

DOI Link
**1703**

BibRef

*Zheng, F.*,
*van Zuylen, H.J.*,
*Liu, X.*,
*Le Vine, S.*,

**Reliability-Based Traffic Signal Control for Urban Arterial Roads**,

*ITS(18)*, No. 3, March 2017, pp. 643-655.

IEEE DOI
**1703**

Analytical models
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

*Levin, M.W.*,
*Fritz, H.*,
*Boyles, S.D.*,

**On Optimizing Reservation-Based Intersection Controls**,

*ITS(18)*, No. 3, March 2017, pp. 505-515.

IEEE DOI
**1703**

Computational modeling
BibRef

*Ma, D.F.[Dong-Fang]*,
*Luo, X.Q.[Xiao-Qin]*,
*Li, W.J.[Wen-Jing]*,
*Jin, S.[Sheng]*,
*Guo, W.W.[Wei-Wei]*,
*Wang, D.[Dianhai]*,

**Traffic demand estimation for lane groups at signal-controlled
intersections using travel times from video-imaging detectors**,

*IET-ITS(11)*, No. 4, May 2017, pp. 222-229.

DOI Link
**1705**

BibRef

*Qian, X.J.[Xiang-Jun]*,
*Altché, F.[Florent]*,
*Grégoire, J.[Jean]*,
*de la Fortelle, A.[Arnaud]*,

**Autonomous Intersection Management systems: criteria, implementation
and evaluation**,

*IET-ITS(11)*, No. 3, April 2017, pp. 182-189.

DOI Link
**1705**

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

*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, Market research, 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.*,
*Codecŕ, 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, Market research,
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

IEEE DOI

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:Oct 22, 2024 at 22:09:59