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Intelligent traffic light management using predictive and dynamic traffic flow analysis

Abstract Traffic congestion in urban areas is a major challenge that leads to real-time problems such as elevated pollution level, greater fuel consumption, higher chances of vehicle collisions and stressed drivers. Therefore, Intelligent Transport Systems (ITS) are needed to improve the efficiency...

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Autors principals: Kuldeep Nautiyal, Durgaprasad Gangodkar, Manoj Diwakar, Prabhishek Singh, Anchit Bijalwan
Format: Artigo
Idioma:Inglês
Publicat: Nature Portfolio 2025-10-01
Col·lecció:Scientific Reports
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Accés en línia:https://doi.org/10.1038/s41598-025-13694-w
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