Edge based distributed framework for real time hazard detection and road safety in smart transportation

Abstract The main drawbacks of centralized smart-transportation pipelines are latency, bandwidth, and scalability limitations, which restrict the real-time detection and notification of hazards. Intended to develop and test a distributed edge structure capable of supporting low-latency, efficient ha...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	Dinesh Sahu, Shiv Prakash, Vivek Kumar Pandey, Pratibha Dixit, Tiansheng Yang, Rajkumar Singh Rathore, Lu Wang, Yazeed Alkhrijah, Korhan Cengiz
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	Nature Portfolio 2026-04-01
Schriftenreihe:	Scientific Reports
Schlagworte:	Edge computing IoT Real-time hazard detection Smart transportation systems Distributed framework Machine learning algorithms
Online-Zugang:	https://doi.org/10.1038/s41598-026-42899-w
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