Smart Mobility by Optimizing the Traffic Lights: A New Tool for Traffic Control Centers

被引:21
作者
Bravo, Yesnier [1 ]
Ferrer, Javier [1 ]
Luque, Gabriel [1 ]
Alba, Enrique [1 ]
机构
[1] Univ Malaga, Malaga, Spain
来源
SMART CITIES, SMART-CT 2016 | 2016年 / 9704卷
关键词
Traffic lights planning; Multi-objective optimization; Smart mobility; OPTIMIZATION;
D O I
10.1007/978-3-319-39595-1_15
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Urban traffic planning is a fertile area of Smart Cities to improve efficiency, environmental care, and safety, since the traffic jams and congestion are one of the biggest sources of pollution and noise. Traffic lights play an important role in solving these problems since they control the flow of the vehicular network at the city. However, the increasing number of vehicles makes necessary to go from a local control at one single intersection to a holistic approach considering a large urban area, only possible using advanced computational resources and techniques. Here we propose HITUL, a system that supports the decisions of the traffic control managers in a large urban area. HITUL takes the real traffic conditions and compute optimal traffic lights plans using bio-inspired techniques and micro-simulations. We compare our system against plans provided by experts. Our solutions not only enable continuous traffic flows but reduce the pollution. A case study of Malaga city allows us to validate the approach and show its benefits for other cities as well.
引用
收藏
页码:147 / 156
页数:10
相关论文
共 50 条
[41]   Multi-Junction Traffic Light Control System with Reinforcement Learning in Sunway Smart City [J].
Lam, Hao Cheng ;
Wong, Richard T. K. ;
Jasser, Muhammed Basheer ;
Chua, Hui Na ;
Issa, Bayan .
2024 IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC CONTROL AND INTELLIGENT SYSTEMS, I2CACIS 2024, 2024, :445-450
[42]   A New Traffic Flow Control Method for Terminal Control Area Using Dioid Algebra [J].
Han Yun-Xiang ;
Huang Xiao-Qiong .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2021, 57 (04) :2459-2468
[43]   Optimizing Signal Timing Control for Large Urban Traffic Networks Using an Adaptive Linear Quadratic Regulator Control Strategy [J].
Wang, Hong ;
Zhu, Meixin ;
Hong, Wanshi ;
Wang, Chieh ;
Tao, Gang ;
Wang, Yinhai .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (01) :333-343
[44]   Optimizing Traffic Control to Reduce Fuel Consumption and Vehicular Emissions Integrated Approach with VISSIM, CMEM, and VISGAOST [J].
Stevanovic, Aleksandar ;
Stevanovic, Jelka ;
Zhang, Kai ;
Batterman, Stuart .
TRANSPORTATION RESEARCH RECORD, 2009, (2128) :105-113
[45]   Guiding cities to pursue a smart mobility paradigm: An example from vehicle routing guidance and its traffic and operational effects [J].
Melo, Sandra ;
Macedo, Joaquim ;
Baptista, Patricia .
RESEARCH IN TRANSPORTATION ECONOMICS, 2017, 65 :24-33
[46]   Innovative Transport Systems to Promote Sustainable Mobility: Developing the Model Architecture of a Traffic Control and Supervisor System [J].
Torrisi, Vincenza ;
Ignaccolo, Matteo ;
Inturri, Giuseppe .
COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2018, PT III, 2018, 10962 :622-638
[47]   Learning-based traffic signal control algorithms with neighborhood information sharing: An application for sustainable mobility [J].
Aziz, H. M. Abdul ;
Zhu, Feng ;
Ukkusuri, Satish V. .
JOURNAL OF INTELLIGENT TRANSPORTATION SYSTEMS, 2018, 22 (01) :40-52
[48]   Assessment of Mobility, Energy, and Environment Impacts of IntelliDrive-based Cooperative Adaptive Cruise Control and Intelligent Traffic Signal Control [J].
Malakorn, Kristin J. ;
Park, Byungkyu 'Brian' .
PROCEEDINGS OF THE 2010 IEEE INTERNATIONAL SYMPOSIUM ON SUSTAINABLE SYSTEMS AND TECHNOLOGY (ISSST), 2010,
[49]   Optimizing Systemic Redundancy of Traffic Sensor Networks While Maintaining Resilience: New Evidence From Using Graph Learning [J].
Tang, Junqing ;
Wei, Shufen ;
Li, Duo ;
Li, Xiaowei .
IEEE SYSTEMS JOURNAL, 2023, 17 (03) :4567-4578
[50]   Improving blockchain performance in clinical trials using intelligent optimal transaction traffic control mechanism in smart healthcare applications [J].
Jamil, Faisal ;
Ahmad, Shabir ;
Whangbo, Taeg Keun ;
Muthanna, Ammar ;
Kim, Do-Hyeun .
COMPUTERS & INDUSTRIAL ENGINEERING, 2022, 170