Efficient traffic management in urban environments is essential for minimizing congestion and ensuring smooth transportation flow. 6G network is expected to offer faster data speeds, lower latency, and enhanced connectivity. Traditional approaches often struggle to adapt to dynamic traffic patterns and overlook the influence of geographical factors on traffic flow. To address these challenges ...
A novel 6G-enabled communication approach by 6G M2PDRQL model for intelligent urban traffic management using DL techniques is presented. Meta-level of the model has state-of-the-art performance in traffic congestion mitigation, traffic signal phase control, and also better traffic flow efficiency.
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The rapid digitalization of urban infrastructure opens the path to smart cities, where IoT-enabled infrastructure enhances public safety and efficiency. This paper presents a 6G and AI-enabled framework for traffic safety enhancement, focusing on real-time detection and classification of emergency vehicles and leveraging 6G as the latest global communication standard. The system integrates ... Index Termszero-touch service management, smart trafic management, 6G verticals, orchestration, smart cities IoT) devices are continuously adding com-plexity to network and service management. It is a challenging task for MANagement and Orchestration (MANO) operations to match the s Efficient traffic management solutions in 6G communication systems face challenges as the scale of the Internet of Things (IoT) grows. This paper aims to yield an all-inclusive framework ensuring ... Leveraging these capabilities, 6G can facilitate seamless connectivity among vehicles, infrastructure, and pedestrians, enabling novel applications such as autonomous driving, smart traffic management, and cooperative collision avoidance.
Efficient traffic management solutions in 6G communication systems face challenges as the scale of the Internet of Things (IoT) grows. This paper aims to yield an all-inclusive framework ensuring ...
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Leveraging these capabilities, 6G can facilitate seamless connectivity among vehicles, infrastructure, and pedestrians, enabling novel applications such as autonomous driving, smart traffic management, and cooperative collision avoidance.
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