IDEAS home Printed from https://ideas.repec.org/a/spr/ijsaem/v13y2022i1d10.1007_s13198-021-01468-2.html
   My bibliography  Save this article

Efficient road traffic anti-collision warning system based on fuzzy nonlinear programming

Author

Listed:
  • Fei Peng

    (Anhui Sanlian University)

  • Yanmei Wang

    (Anhui Sanlian University)

  • Haiyang Xuan

    (Anhui Hongtai Traffic Engineering Design and Research Institute Co, Ltd)

  • Tien V. T. Nguyen

    (Industrial University of Ho Chi Minh City)

Abstract

To improve the anti-collision warning system of road traffic, a research based on fuzzy nonlinear programming is proposed. People hope to know the accident in advance, and then take the corresponding protective measures to avoid accidents, to achieve the purpose of reducing the number of accidents. The specific content of this method is to establish a safety distance model to prevent rear-end collision. The following process can be divided into three situations: the leading vehicle is stationary, the leading vehicle is at uniform speed or accelerating speed, and the leading vehicle is decelerating. The mathematical model of the safe distance of overtaking are established respectively. The fuzzy mathematical theory is used to consider the influence of external environmental factors such as weather conditions, road condition, and vehicle speed. Determine the parameters involved in the model and the fuzzy relationship between some parameters and each influencing factor. The simulation model of vehicle anti-collision warning system is established by using fuzzy inference rules of some parameters, respectively, and the simulation test is conducted. The test results verify the rationality of the safety distance model and parameter setting. It can effectively reduce false alarm and improve the road traffic collision warning system.

Suggested Citation

  • Fei Peng & Yanmei Wang & Haiyang Xuan & Tien V. T. Nguyen, 2022. "Efficient road traffic anti-collision warning system based on fuzzy nonlinear programming," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 13(1), pages 456-461, March.
    • Handle: RePEc:spr:ijsaem:v:13:y:2022:i:1:d:10.1007_s13198-021-01468-2
    DOI: 10.1007/s13198-021-01468-2
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s13198-021-01468-2
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s13198-021-01468-2?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Kapil Jairath & Navdeep Singh & Vishal Jagota & Mohammad Shabaz, 2021. "Compact Ultrawide Band Metamaterial-Inspired Split Ring Resonator Structure Loaded Band Notched Antenna," Mathematical Problems in Engineering, Hindawi, vol. 2021, pages 1-12, May.
    2. Quan Zhou & Taotao Xiong & Mubin Wang & Chenmeng Xiang & Qingpeng Xu, 2017. "Diagnosis and Early Warning of Wind Turbine Faults Based on Cluster Analysis Theory and Modified ANFIS," Energies, MDPI, vol. 10(7), pages 1-15, July.
    3. Manik Rakhra & Ramandeep Singh & Tarun Kumar Lohani & Mohammad Shabaz, 2021. "Metaheuristic and Machine Learning-Based Smart Engine for Renting and Sharing of Agriculture Equipment," Mathematical Problems in Engineering, Hindawi, vol. 2021, pages 1-13, February.
    4. Amit Sookoo & Lalit Garg & Chinmay Chakraborty, 2021. "Improvement of system performance in an IT production support environment," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 12(3), pages 461-479, June.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jianwei Chen & Longlong Bian & Ajit kumar & Rahul Neware, 2022. "A research based on application of dimension reduction technology in data visualization using machine learning," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 13(1), pages 291-297, March.
    2. Wenbin Su & Hongbo Wei & Penghua Guo & Ruizhe Guo, 2021. "Remote Monitoring and Fault Diagnosis of Ocean Current Energy Hydraulic Transmission and Control Power Generation System," Energies, MDPI, vol. 14(13), pages 1-18, July.
    3. Arber Hoti & Lulzim Krasniqi, 2022. "Impact of international financial reporting standards adoption on the perception of investors to invest in small-to-medium enterprise adopting transparency in disclosure policies," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 13(1), pages 506-515, March.
    4. Jorge Maldonado-Correa & Sergio Martín-Martínez & Estefanía Artigao & Emilio Gómez-Lázaro, 2020. "Using SCADA Data for Wind Turbine Condition Monitoring: A Systematic Literature Review," Energies, MDPI, vol. 13(12), pages 1-21, June.
    5. Zemali, Zakaria & Cherroun, Lakhmissi & Hadroug, Nadji & Hafaifa, Ahmed & Iratni, Abdelhamid & Alshammari, Obaid S. & Colak, Ilhami, 2023. "Robust intelligent fault diagnosis strategy using Kalman observers and neuro-fuzzy systems for a wind turbine benchmark," Renewable Energy, Elsevier, vol. 205(C), pages 873-898.
    6. Xiaofei Huang & Vishal Jagota & Einer Espinoza-Muñoz & Judith Flores-Albornoz, 2022. "Tourist hot spots prediction model based on optimized neural network algorithm," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 13(1), pages 63-71, March.
    7. Qian Wang & Kandhasamy Sivakumar & Sugumar Mohanasundaram, 2022. "Impacts of extrusion processing on food nutritional components," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 13(1), pages 364-374, March.
    8. Max Cichocki & Christian Landschützer & Hannes Hick, 2022. "Development of a Sharing Concept for Industrial Compost Turners Using Model-Based Systems Engineering, under Consideration of Technical and Logistical Aspects," Sustainability, MDPI, vol. 14(17), pages 1-22, August.
    9. A. Shobanadevi & Sumegh Tharewal & Mukesh Soni & D. Dinesh Kumar & Ihtiram Raza Khan & Pankaj Kumar, 2022. "Novel identity management system using smart blockchain technology," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 13(1), pages 496-505, March.
    10. Anshul Gupta & Pravin Srinath, 2022. "A recommender system based on collaborative filtering, graph theory using HMM based similarity measures," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 13(1), pages 533-545, March.
    11. Ivan Marović & Ivana Sušanj & Nevenka Ožanić, 2017. "Development of ANN Model for Wind Speed Prediction as a Support for Early Warning System," Complexity, Hindawi, vol. 2017, pages 1-10, December.
    12. Sugumar Mohanasundaram & Edwin Ramirez-Asis & Angel Quispe-Talla & Mohammed Wasim Bhatt & Mohammad Shabaz, 2022. "Experimental replacement of hops by mango in beer: production and comparison of total phenolics, flavonoids, minerals, carbohydrates, proteins and toxic substances," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 13(1), pages 132-145, March.
    13. Yinsheng Fu & Jullius Kumar & Bibhu Prasad Ganthia & Rahul Neware, 2022. "Nonlinear dynamic measurement method of software reliability based on data mining," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 13(1), pages 273-280, March.
    14. Xiaoyi Qian & Yuxian Zhang & Mohammed Gendeel, 2019. "State Rules Mining and Probabilistic Fault Analysis for 5 MW Offshore Wind Turbines," Energies, MDPI, vol. 12(11), pages 1-18, May.
    15. Lixia Wang & Pawan Kumar & Mamookho Elizabeth Makhatha & Vishal Jagota, 2022. "Numerical simulation of air distribution for monitoring the central air conditioning in large atrium," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 13(1), pages 340-352, March.
    16. Yanwu Xiao & Jyoti Bhola, 2022. "Design and optimization of prefabricated building system based on BIM technology," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 13(1), pages 111-120, March.
    17. Lei Jiang & Sachin Rambhau Sakhare & Mandeep Kaur, 2022. "Impact of industrial 4.0 on environment along with correlation between economic growth and carbon emissions," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 13(1), pages 415-423, March.
    18. Alim Al Ayub Ahmed & Arumugam Mahalakshmi & K. ArulRajan & Joel Alanya-Beltran & Mohd Naved, 2023. "Integrated artificial intelligence effect on crisis management and lean production: structural equation modelling frame work," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 14(1), pages 220-227, February.
    19. Ying Lei & Sonali Vyas & Shaurya Gupta & Mohammad Shabaz, 2022. "AI based study on product development and process design," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 13(1), pages 305-311, March.
    20. Qiu Guo & Hechun Liu & Faez M. Hassan & Mohammed Wasim Bhatt & Ahmed Mateen Buttar, 2022. "Application of UAV tilt photogrammetry in 3D modeling of ancient buildings," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 13(1), pages 424-436, March.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:ijsaem:v:13:y:2022:i:1:d:10.1007_s13198-021-01468-2. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.