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Author

D. Upadhyay

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Review Jul 2026

IOT and AI-Based Automatic Crash Detection Systems for Emergency Services: A Review

The study illustrates how the synergy between AI technologies and IoT-enabled sensing and communication capabilities can significantly improve the capabilities of accident detection, reduce emergency response times and contribute to overall road safety.

D. Upadhyay · 0 citations
Review Jul 2026

Emerging Trends in Ai-Based Road Safety Systems: Challenges, Opportunities, And Future Research Directions

Traffic accidents are still a major threat to public safety, causing a lot of deaths, damage to property, and problems in society around the world. Intelligent, data-driven, and proactive traffic management systems have been made possible by the fast development of AI and ML, which has revolutionized traditional road s...

D. Upadhyay · 0 citations

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