Intelligent Priority-Aware Spectrum Access in 5G Vehicular IoT: A Reinforcement Learning Approach

Intelligent Priority-Aware Spectrum Access in 5G Vehicular IoT: A Reinforcement Learning Approach

Efficient and intelligent spectrum access is crucial for meeting the diverse Quality of Service (QoS) demands of Vehicular Internet of Things (V-IoT) systems in next-generation cellular networks. This work proposes a novel reinforcement learning (RL)-based priority-aware spectrum management (RL-PASM...

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Bibliographic Details
Main Authors: Adeel Iqbal, Tahir Khurshaid, Yazdan Ahmad Qadri
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Sensors
Subjects:
5G
Internet of Things
priority-aware spectrum management
reinforcement learning
spectrum access
resource allocation
Online Access:https://www.mdpi.com/1424-8220/25/15/4554
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