Smart City Gnosys
Smart city article details
| Title | Smart Cities V2I Cloud Based Infrastructure Using Road Side Units |
|---|---|
| ID_Doc | 49714 |
| Authors | Omar T.; Guerra K.; Mardoyan C.; Sharma S.; Rangel X. |
| Year | 2021 |
| Published | International Conference on Internet of Things, Big Data and Security, IoTBDS - Proceedings, 2021-April |
| DOI | http://dx.doi.org/10.5220/0010469402700277 |
| Abstract | Vehicles and city infrastructure can be interconnected through Road Side Units (RSUs) and On Board Units (OBUs) that utilize Radio-frequency identification (RFID) technology to send and receive information about various road conditions in real time. The objective of this work is to create and test a mesh network through Internet of Things (IoT) devices to emulate and test the RSUs capabilities. A vehicle-to-infrastructure (V2I) network is established through parent & child approach that rely on previously established infrastructure. The purpose for this design is to extend the reach of the system while limiting the amount of endpoint nodes needed. The mesh network is meant to target areas affected with road congestion. Using this information, the vehicles and users will be aware of traffic conditions on their routes in real time. Connected vehicles will be able to adjust their routes to experience more efficient commutes. The mesh network is capable of taking information from vehicles and transmitting it through the network until being uploaded to the cloud. In particular, the number of vehicles passing through an endpoint RSU within a certain time frame is collected and sent through the network, along with the location of the endpoint RSU. The parent node receives this information through a relay RSUs and uploads it to a cloud service where the data is collected and then analyzed through a data mining software. The software applies the k-means clustering algorithm to classify the traffic conditions of the road at a particular time. Results shows the capability of the algorithm to detect and classify the different traffic conditons. © 2021 by SCITEPRESS - Science and Technology Publications, Lda. |
| Author Keywords | Internet of Vehicles; K-means Clustering; Road Side Units (RSUs); Smart Cities; Vehicle to Infrastructure (V2I) |
Similar Articles
| Id | Similarity | Authors | Title | Published |
|---|---|---|---|---|
1705  | 0.88 | Young R.; Fallon S.; Jacob P.; Dwyer D.O. | A Flow Based Architecture For Efficient Distribution Of Vehicular Information In Smart Cities | 2019 6th International Conference on Internet of Things: Systems, Management and Security, IOTSMS 2019 (2019) |
| 4591 | 0.873 | Al-Essa R.I.; Al-Suhail G.A. | A Service Of Rsu Communication In Internet Of Vehicles (Iov) In Urban Environment | Lecture Notes in Networks and Systems, 643 LNNS (2023) |
| 2808 | 0.867 | Schiel B.; Swindler S.; Farmer A.; Sharp D.; Murali A.H.; Corry B.; Lundrigan P. | A Multi-Layered Framework For Informing V2I Deployment Decisions Using Commercial Hardware-In-The-Loop Testing Of Rsus | IEEE Vehicular Networking Conference, VNC (2024) |
| 1276 | 0.866 | Wilbur M.; Dubey A.; Leao B.; Bhattacharjee S. | A Decentralized Approach For Real Time Anomaly Detection In Transportation Networks | Proceedings - 2019 IEEE International Conference on Smart Computing, SMARTCOMP 2019 (2019) |
| 55952 | 0.863 | Brincat A.A.; Pacifici F.; Martinaglia S.; Mazzola F. | The Internet Of Things For Intelligent Transportation Systems In Real Smart Cities Scenarios | IEEE 5th World Forum on Internet of Things, WF-IoT 2019 - Conference Proceedings (2019) |
| 20176 | 0.862 | Qian C.; Qian M.; Hua K.; Liang H.; Xu G.; Yu W. | Digital Twin Based Internet Of Vehicles | Proceedings - International Conference on Computer Communications and Networks, ICCCN (2024) |
| 30964 | 0.859 | Alhaj A.A.; Zanoon N.I.; Alrabea A.; Alnatsheh H.I.; Jawabreh O.; Abu-Faraj M.; Ali B.J.A. | Improving The Smart Cities Traffic Management Systems Using Vanets And Iot Features | Journal of Statistics Applications and Probability, 12, 2 (2023) |
| 26771 | 0.857 | Shahin R.; El-Moursy A.A.; Saif S.M.; Abbas H.M.; Nassar S.M. | Fog Node Optimum Placement And Configuration Technique For Vanets | ICCSPA 2020 - 4th International Conference on Communications, Signal Processing, and their Applications, 2021-January (2021) |
| 60776 | 0.855 | Sharma S.; Bhojannawar S.S. | V2I Communication Coverage Analysis For Vanet: A Case Study For City Of Bengaluru, India | International Conference on Signal Processing and Communication, ICSC, 2025 (2025) |
| 6808 | 0.855 | Jang H.-C.; Huang C.-Y. | Age-Of-Information-Based Transmission Protocol In Vehicular Network † | Engineering Proceedings, 55, 1 (2024) |