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All issues Volume 79 (2025) ITM Web Conf., 79 (2025) 01010 References
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Open Access
Issue
ITM Web Conf.
Volume 79, 2025
International Conference on Knowledge Engineering and Information Systems (KEIS-2025)
Article Number 01010
Number of page(s) 6
DOI https://doi.org/10.1051/itmconf/20257901010
Published online 08 October 2025
  1. G.M. Sukumar, N. Patel, A. Priyanthi, G. Gururaj, A. Kumar, M. Anucheth, G. Bachani, Helmet protection paradox for powered two-wheeler users: Concerns in data misinterpretation and need for improved data systems, J. Neurosci. Rural Pract. 16, 280–283 (2025). https://doi.org/10.25259/JNRP_266_2024 [Google Scholar]
  2. A. Mishra, R.V. Radhakrishnan, A. Patnaik, C.R. Mohanty, M. Jain, A.K. Barik, S. Chororia, S. Sahoo, S.K. Sahu, I.M. Shaji, A. Sahu, Factors associated with nonuse of helmet among motorcyclists sustaining road traffic accidents, Int. J. Crit. Illn. Inj. Sci. 15, 28–34 (2025). https://doi.org/10.4103/ijciis.ijciis_85_24 [Google Scholar]
  3. P.S. Bharathi, T. Judgi, D. Pradeep, T. S. Arulananth, N. Sunheriya, M. Odeh, A real-time development of an internet of things (IoT) based smart helmet to identify road accidents using smart sensors association, 2025 International Conference on Electronics and Renewable Systems (ICEARS), IEEE, Tuticorin, India, April 02 (2025), 532–538 [Google Scholar]
  4. K. Venkatesh, H. Jodu, R. Sumalatha, Enhancing human safety through IoT-integrated smart helmet technology, 2024 International Conference on Expert Clouds and Applications (ICOECA), IEEE, Bengaluru, India, August 05 (2024), 525–529 [Google Scholar]
  5. S. Sharma, R. Tripathi, A review on smart helmets: Features and applications, Int. J. Comput. Appl, (2022). [Google Scholar]
  6. Y. Kolapkar, C. Laddha, A. Sarurkar, Smart helmet for bike riders. (2024). https://doi.org/10.2139/ssrn.4841615 [Google Scholar]
  7. H.A. Durge, V.M. Mane, A. Jaggi, P. Kakkar, Multifunctional intelligent helmet to enhance safety and comfort of laborers in the mining industry, Adv. Technol. Innov. 10, 269–282 (2025). https://doi.org/10.46604/aiti.2024.14394 [Google Scholar]
  8. R. Choudhary, P. Singh, IoT-based smart helmet for safety of bike riders, Int. J. Eng. Res. Technol, (2021). [Google Scholar]
  9. P. Singh, A. Singh, Development of smart helmet using IoT for riders safety, Int. J. Innov. Technol. Explor. Eng, (2020). [Google Scholar]
  10. U. Patil, An IoT-based smart helmet for monitoring rider safety and health, J. Healthc. Eng. (2021). [Google Scholar]
  11. K. Pant, S. Ragavendran, Intelligent helmet for motorcyclists, Int. J. Novel Res. Eng. Pharm. Sci. 1, 4–6 (2023). [Google Scholar]
  12. P. Sharma, S. Jain, IoT-enabled smart helmet for enhanced rider safety, Int. J. Comput. Appl, (2021). [Google Scholar]
  13. F.A. Basit, M. Ahmed, M. Zubair, S. Ahmed, Analyzing the impact of smart helmet usage and traffic violations on motorbike accident fatalities. AITU Sci. Res. J. 4, 11–18 (2025). https://doi.org/10.63094/AITUSRJ.25.4.1.2 [Google Scholar]
  14. A.D. Alcantara, R.B.H. Balbuena III, V.B. Catapang, J.P. Catchillar, R.E. De Leon, S.N. Sanone, C.G. Juarizo, C.C. Sison, E.A. Garcia, Internet of things-based smart helmet with accident identification and logistics monitoring for delivery riders. Eng. Proc. 58, 129 (2023). https://doi.org/10.3390/ecsa-10-16238 [Google Scholar]
  15. D. Gowda, V.N. Prasad, V.N. Agme, K.D. Prasad, S.R. Kawale, S. Mallikarjun, Integration of machine learning algorithms for predictive maintenance in IoT-enabled smart safety helmets, 2024 5th International Conference for Emerging Technology (INCET), IEEE, Belgaum, India, July 26 (2024), 1–8 [Google Scholar]
  16. P.V. Kumar, N. Shathanakota, S. Rachamadugu, U. Layavardhini, IoT-enabled intelligent system for helmet detection and automated penalty enforcement using AI & ML, 2025 5th International Conference on Trends in Material Science and Inventive Materials (ICTMIM), IEEE, Kanyakumari, India, May 12 (2025), 1099–1106 [Google Scholar]
  17. Y. Chen, J. Wang, P. Long, B. Liu, Y. Wang, T. Ma, X. Huang, W. Li, Y. Kang, H. Ji, Optimization design of protective helmet structure guided by machine learning. Processes 13, 877 (2025). https://doi.org/10.3390/pr13030877 [Google Scholar]
  18. G. Kumaravel, G. Vijaya, T. Archana, D. Rahul, S. Kirthiga, SAFE-Net: Secure AI-driven forecasting and efficiency network for smart helmet systems, In 2025 International Conference on Recent Advances in Electrical, Electronics, Ubiquitous Communication, and Computational Intelligence (RAEEUCCI), IEEE, Chennai, India, June 27 (2025), 1–7 [Google Scholar]

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