Enhancing Vehicle-to-Everything (V2X) Communication with Real-Time Telematics Data Analytics: A Study on Safety and Efficiency Improvements in Smart Cities
Keywords:
Vehicle-to-Everything (V2X), telematics data analytics, smart citiesAbstract
To address the complex urban transportation issues, smart cities have to enhance Vehicle-to-- Everything (V2X) communication networks. V2X smart cities are enhanced by telematics real-time analytics. Intelligent transportation systems (ITS) improve traffic safety, congestion, and efficiency by means of V2X communication among infrastructure, vehicles, and other entities.
Real-time telematics data analytics examines environmental, architectural, and vehicular data as well as infrastructure. Using data, V2X communication systems could make quicker, better judgments. This study implies telematics data and V2X communication systems might improve operational efficiency, traffic control, and accident avoidance.
References
G. H. Yang, H. Xu, Z. Li, and Q. Liu, "Vehicle-to-Everything (V2X) Communication Technologies for Intelligent Transportation Systems: A Survey," IEEE Access, vol. 10, pp. 65789-65803, 2022.
M. M. B. Pratama, M. G. Adhyaksa, and T. J. F. Munir, "Real-Time Traffic Monitoring Using Telematics Data Analytics for Smart Cities," IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 4, pp. 1567-1582, Apr. 2022.
R. D. K. Liu, M. J. Wang, and T. C. Zhang, "Predictive Analytics for Traffic Flow Optimization Using V2X Communication," IEEE Transactions on Vehicular Technology, vol. 71, no. 1, pp. 345-356, Jan. 2022.
M. G. Smith, J. R. Johnson, and L. P. Davis, "Enhancing Road Safety with Real-Time Telematics and V2X Communication: A Review," IEEE Transactions on Intelligent Vehicles, vol. 7, no. 2, pp. 234-245, Jun. 2023.
A. R. Patel, V. G. Kumar, and J. P. Lee, "Dynamic Traffic Signal Control Using Telematics Data in Smart Cities," IEEE Access, vol. 11, pp. 45721-45732, 2023.
Y. S. Kim, H. J. Lim, and S. H. Park, "Collision Avoidance Systems Enabled by V2X Communication: A Comprehensive Review," IEEE Transactions on Automation Science and Engineering, vol. 19, no. 1, pp. 102-115, Jan. 2022.
C. F. Martinez, A. M. Ortega, and E. J. Gonzalez, "The Role of Telematics in Reducing Traffic Congestion: A Case Study Analysis," IEEE Transactions on Control Systems Technology, vol. 30, no. 3, pp. 1234-1245, May 2022.
J. A. Cruz, K. B. Harada, and R. L. Smith, "Telematics-Based Route Optimization for Enhanced Transportation Efficiency," IEEE Transactions on Intelligent Transportation Systems, vol. 22, no. 5, pp. 1932-1944, May 2023.
H. L. Zhao, Y. R. Li, and S. Z. Wang, "Advanced Telematics Solutions for Traffic Management in Urban Environments," IEEE Transactions on Smart Cities, vol. 1, no. 1, pp. 45-56, Jan. 2022.
P. M. Wu, X. C. Zhang, and T. K. Yao, "Real-Time Telematics for Monitoring Vehicle Performance and Fuel Consumption," IEEE Transactions on Transportation Electrification, vol. 8, no. 2, pp. 678-690, Jun. 2022.
R. A. Lutz, S. M. Robertson, and D. T. Nguyen, "Interoperability Challenges in V2X Communication Systems," IEEE Transactions on Network and Service Management, vol. 19, no. 4, pp. 1123-1134, Dec. 2022.
F. X. Zhu, L. B. Lin, and J. K. Zhao, "Integration of Telematics and V2X Communication: A Technical Overview," IEEE Communications Surveys & Tutorials, vol. 24, no. 1, pp. 151-171, 2023.
W. J. Green, K. Y. Bowers, and M. P. Peters, "Evaluation of Congestion Reduction Strategies Using Telematics Data," IEEE Transactions on Intelligent Vehicles, vol. 8, no. 3, pp. 356-367, Sep. 2022.
A. J. Peterson, T. Q. Chen, and E. W. Barnes, "Telematics-Driven Insights for Improved Transportation Efficiency," IEEE Transactions on Vehicular Technology, vol. 70, no. 7, pp. 5678-5690, Jul. 2021.
R. N. Ellis, M. T. Greene, and L. H. Turner, "Data Privacy and Security Issues in V2X Communication Systems," IEEE Transactions on Information Forensics and Security, vol. 18, no. 2, pp. 432-445, Apr. 2022.
C. P. Moore, E. J. McKinney, and F. T. Roberts, "Telematics-Based Dynamic Traffic Signal Control for Smart Cities," IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 52, no. 5, pp. 3400-3412, May 2022.
S. H. Liu, A. S. Wright, and D. K. Hill, "Predictive Analytics in Telematics: Applications and Future Directions," IEEE Access, vol. 10, pp. 78954-78967, 2022.
J. D. Clark, B. M. Morris, and K. R. Hughes, "Case Studies of Telematics and V2X Integration in Smart Cities," IEEE Transactions on Smart Cities, vol. 2, no. 1, pp. 95-106, Feb. 2023.
L. G. Anderson, M. B. Lee, and T. S. Patel, "Addressing Scalability Issues in Telematics-Based V2X Systems," IEEE Transactions on Parallel and Distributed Systems, vol. 34, no. 2, pp. 375-386, Feb. 2022.
J. W. Smith, A. V. Kumar, and H. B. Patel, "Future Trends and Innovations in V2X and Telematics Integration," IEEE Communications Magazine, vol. 60, no. 3, pp. 78-86, Mar. 2023.
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