Innovative Smart Road Stud Sensor Network Development for Real-Time Traffic Monitoring

被引:4
|
作者
Tao, Zhimin [1 ]
Quan, Wei [2 ]
Wang, Hua [2 ]
机构
[1] Beihang Univ, Sch Transportat Sci & Engn, Beijing, Peoples R China
[2] Harbin Inst Technol, Sch Transportat & Sci Engn, Harbin, Peoples R China
基金
中国国家自然科学基金;
关键词
VEHICLE CLASSIFICATION; FLOW;
D O I
10.1155/2022/8830276
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Intelligent transportation infrastructure has gained significant research attention recently. In this paper, an innovative sensor network of smart road stud (SRS) is developed to enhance traffic detection infrastructure characterized by its functionality in traffic data collection, long/short range wireless data transmission, self-sustained power supply, and remote custom controlled lighting-based traffic guidance. Compared to the traditional traffic detectors and road studs, SRS nodes are installed on lane lines instead of lane center to enable the additional applications besides the detection function, such as traffic monitoring, congestion warning, routing guidance, and so on. SRS detects vehicles based on three-axis geomagnetic sensors. A vehicle detection algorithm is proposed correspondingly under different operation scenarios to count vehicles in two adjacent lanes. Its detecting accuracy can be further improved by a sensor network of multiple SRSs working cooperatively. Field test results show that the vehicle detection accuracy based on the SRS network is about 98% per lane, which is the same level as the commercial detector installed in center of lane, even under the non-standard driving behaviors such as crossing lane line. The high performance, value-added service, and low cost enable wide-range applications of SRS networks as part of intelligent traffic detection infrastructure.
引用
下载
收藏
页数:9
相关论文
共 50 条
  • [21] Sensor Network for Real-Time Vehicle Tracking on Road Networks
    Papp, Zoltan
    Sijs, Joris
    Lagioia, Michele
    PROCEEDINGS OF THE 2009 FIFTH INTERNATIONAL CONFERENCE ON INTELLIGENT SENSORS, SENSOR NETWORKS AND INFORMATION PROCESSING, 2009, : 85 - 90
  • [22] Real-Time Monitoring of Road Traffic using Data Stream Mining
    Figueiras, Paulo
    Guerreiro, Guilherme
    Costa, Ruben
    Herga, Zala
    Rosa, Antonia
    Jardim-Goncalves, Ricardo
    2018 IEEE INTERNATIONAL CONFERENCE ON ENGINEERING, TECHNOLOGY AND INNOVATION (ICE/ITMC), 2018,
  • [23] Sensor Network for Real-Time Vehicle Tracking on Road Networks
    Papp, Zoltan
    Sijs, Joris
    Lagioia, Michele
    2009 INTERNATIONAL CONFERENCE ON INTELLIGENT SENSORS, SENSOR NETWORKS AND INFORMATION PROCESSING (ISSNIP 2009), 2009, : 85 - 90
  • [24] Design of a Smart Sensor Network System for Real-Time Air Quality Monitoring on Green Roof
    Zhao, Zhihe
    Wang, Jiaheng
    Fu, Chenxu
    Liu, Zhenbang
    Liu, Dawei
    Li, Bailiang
    JOURNAL OF SENSORS, 2018, 2018
  • [25] A Real-Time Ambient Air Quality Monitoring Wireless Sensor Network for Schools in Smart Cities
    Ali, H.
    Soe, J. K.
    Weller, Steven. R.
    2015 IEEE FIRST INTERNATIONAL SMART CITIES CONFERENCE (ISC2), 2015,
  • [26] Sensor Network Simulator Prototype With Real-Time Environmental Data Monitoring to Build Smart Application
    Velasquez, Washington
    IEEE ACCESS, 2021, 9 : 144530 - 144539
  • [27] An optimization of IoT usage real-time traffic in smart network clustering
    Radwan S. Abujassar
    Multimedia Tools and Applications, 2025, 84 (11) : 9133 - 9157
  • [28] Emerging Real-Time Services: Optimizing Traffic by Smart Cooperation in the Network
    Saldana, Jose
    Fernandez-Navajas, Julian
    Ruiz-Mas, Jose
    Wing, Dan
    Perumal, Muthu A. M.
    Ramalho, Michael
    Camarillo, Gonzalo
    Pascual, Fernando
    Lopez, Diego R.
    Nunez, Manuel
    Florez, David
    Castell, Juan A.
    de Cola, Tomaso
    Berioli, Matteo
    IEEE COMMUNICATIONS MAGAZINE, 2013, 51 (11) : 127 - 136
  • [29] Lightweight signal processing in sensor node for real-time traffic monitoring
    Zhang, Yuhe
    Huang, Xi
    Cui, Li
    2007 INTERNATIONAL SYMPOSIUM ON COMMUNICATIONS AND INFORMATION TECHNOLOGIES, VOLS 1-3, 2007, : 1407 - 1412
  • [30] Development of Real-time Patient Health (Jaundice) Monitoring Using Wireless Sensor Network
    Hakimi, Asyraf
    Hassan, Najmuddin
    Anwar, Khairul
    Zakaria, Ammar
    Ashraf, Ahmad
    2016 3RD INTERNATIONAL CONFERENCE ON ELECTRONIC DESIGN (ICED), 2016, : 404 - 409