Traffic Light System With Embedded GPS (Global Positioning System) and GSM (Global System for Mobile Communications) Shield
Authors: 
Ford Lumban Gaol, Pramasiwo Alam, Muhammad Bio Franklyn, Kevins Angke, Tokuro MatsuoAuthors Info & Claims
Pages 1 - 13
Abstract
Artificial intelligence traffic controllers are being designed with the primary goal of enabling them to adapt to the most recent sensor data in order to perform ongoing optimizations on the signal timing plan for intersections in a network in order to reduce traffic congestions, the most pressing issue in traffic flow control at present. The authors are employing an intelligent traffic redirection technology to reduce traffic and road congestion. This would operate utilizing sensors to determine weight, with the result communicated to a traffic light PLC to control the detour. The result of experiments reduced the number of automobiles in a given time interval by 51%. There is improvement as well as on the average speed of automobiles that increase within the system by 49%. The authors also found a reduction of the average time a vehicle must wait in a system by 58%. Moreover, the implementation shows that the average wait times at junctions have been reduced by 34%.
References
[1]
Bacon, J., Bejan, A. I., Beresford, A. R., Evans, D., Gibbens, R. J., & Moody, K. (2011). Using real-time road traffic data to evaluate congestion. In Dependable and Historic Computing (pp. 93–117). Springer.
[2]
Bloom, D. E., Canning, D., & Fink, G. (2008). Urbanization and the wealth of nations. Science, 319(5864), 772–775. 18258907.
[3]
Carley, M. L., & Christie, I. (2017). Managing sustainable development. Routledge.
[4]
Castillo, E., Grande, Z., Calviño, A., Szeto, W. Y., & Lo, H. K. (2015). A state-of-the-art review of the sensor location, flow observability, estimation, and prediction problems in traffic networks. Journal of Sensors, 2015, 2015.
[5]
Das, S. K., Dao, T.-P., & Perumal, T. (2021). Inspired computing for smart application design. Springer.
[6]
Gómez HidalgoJ. M.Cajigas BringasG.Puertas SanzE.Carrero GarcíaF. (2006). Content based SMS spam filtering. Proceedings of the 2006 ACM Document Engineering, 107–114. 10.1145/1166160.1166191
[7]
Harrison, C., Eckman, B., Hamilton, R., Hartswick, P., Kalagnanam, J., Paraszczak, J., & Williams, P. (2010). Foundations for smarter cities. IBM Journal of Research and Development, 54(4), 1–16.
[8]
Kowshik, H., Caveney, D., & Kumar, P. R. (2011). Provable systemwide safety in intelligent intersections. IEEE Transactions on Vehicular Technology, 60(3), 804–818.
[9]
Liang, X., Guler, S. I., & Gayah, V. V. (2020). An equitable traffic signal control scheme at isolated signalized intersections using connected vehicle technology. Transportation Research Part C, Emerging Technologies, 110, 81–97.
[10]
LightM. (2011). Detection. Proceedings of the IEEE International Conference on Robotics and Automation, 5421–5426.
[11]
Macal, C. M., & North, M. J. (2010). Tutorial on agent-based modelling and simulation. Journal of Simulation, 4(3), 151–162.
[12]
Mesbah, M., Yahyaouy, A., & Sabri, M. A. (2022). Intersection management approach based on multi-agent system. In Bennani, S., Lakhrissi, Y., Khaissidi, G., Mansouri, A., & Khamlichi, Y. (Eds.), WITS 2020: Lecture Notes in Electrical Engineering (Vol. 745). Springer.
[13]
Mishra, S., Bhattacharya, D., Gupta, A., & Singh, V. R. (2018). Adaptive traffic light cycle time controller using microcontrollers and crowdsource data of Google APIs for developing countries. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 4(7), 4.
[14]
Mohanty, S. P., Choppali, U., & Kougianos, E. (2016). Everything you wanted to know about smart cities: The Internet of Things is the backbone. IEEE Consumer Electronics Magazine, 5(3), 60–70.
[15]
Munem, A., Abdul, S., & Croock, M. S. (2016). Smart traffic light control system for emergency ambulance. International Journal of Advanced Research in Computer Engineering and Technology, •••, 5.
[16]
Neirotti, P., De Marco, A., Cagliano, A. C., Mangano, G., & Scorrano, F. (2014). Current trends in smart city initiatives: Some stylised facts. Cities (London, England), 38, 25–36.
[17]
ParkC.KeeS. (2019). Implementation of autonomous driving vehicle at an intersection with traffic light recognition and vehicle controls. Proceedings of the Fifth International Conference on Vehicle Technology and Intelligent Transport Systems, 542–549. 10.5220/0007760900002179
[18]
Seniman, Z., Arisandi, D., & Lubis, F. (2020). Traffic light controlling for emergency vehicle line based on GPS tracking and position using GPRS network. Journal of Physics: Conference Series, 012014.
[19]
Srivastava, M. D., Prerna, S. S., Sharma, S., & Tyagi, U. (2012). Smart traffic control system using PLC and SCADA. International Journal of Innovative Research in Science, Engineering and Technology, 1(2), 169–172.
[20]
Triana, E. S., O’Donnell, A., Afzal, J., Enriquez, S., Dezfuli, G., Larsen, B., & Strukova, E. (2014). Resilience in Sindh, Pakistan: Addressing sustainable development priorities. Academic Press.
[21]
Wang, X., Ke, L., Qiao, Z., & Chai, X. (2021). Large-scale traffic signal control using a novel multiagent reinforcement learning. IEEE Transactions on Cybernetics, 51(1), 174–187. 32881705.
[22]
Wei, H., Zheng, G., Gayah, V., & Li, Z. (2020). A survey on traffic signal control methods. arXiv:1904.08117.
[23]
ZhengG.XiongY.ZangX.FengJ.WeiH.ZhangH.LiY.XuK.LiZ. (2019). Learning Phase Competition for Traffic Signal Control. Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 1963–1972. 10.1145/3357384.3357900
Recommendations
Green wave-based virtual traffic light management scheme with VANETs
Green intelligent transportation systems GITS have received significant attention in recent years. Traffic congestion, which is an important research topic on intelligent transportation systems ITS, is rapidly becoming one of the most serious problems ...
Toward a Global WSN-Based System to Manage Road Traffic
ICFNDS '17: Proceedings of the International Conference on Future Networks and Distributed SystemsThe traffic network and the quality of road transportation play an increasingly vital role in every economy's growth around the world and are part of the lifeblood of countries' trade and communications. With the continued growth in number of vehicles, ...
Passenger Condition Based Route-Planning for Cognitive Vehicle System
This article proposes a route-planning method for an environment in which self-driving vehicles are widely used. Such vehicles generate a new route to avoid traffic congestion when it occurs. Through the self-developed traffic simulator, the author was ...
Comments
Please enable JavaScript to view thecomments powered by Disqus.Information & Contributors
Information
Published In
Copyright © 2023.
Publisher
IGI Global
United States
Publication History
Published: 12 May 2023
Author Tags
Qualifiers
- Article
Contributors
Other Metrics
Bibliometrics & Citations
Bibliometrics
Article Metrics
- 0Total Citations
- 0Total Downloads
- Downloads (Last 12 months)0
- Downloads (Last 6 weeks)0
Reflects downloads up to 01 Jan 2025