Integrating Visible Light Communication and AI for Adaptive Traffic Management: A Focus on Reward Functions and Rerouting Coordination

Integrating Visible Light Communication and AI for Adaptive Traffic Management: A Focus on Reward Functions and Rerouting Coordination

This study combines Visible Light Communication (VLC) and Artificial Intelligence (AI) to optimize traffic signal control, reduce congestion, and enhance safety. Utilizing existing road infrastructure, VLC technology transmits real-time data on vehicle and pedestrian positions, speeds, and queues. A...

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Bibliographic Details
Main Authors: Manuela Vieira, Gonçalo Galvão, Manuel A. Vieira, Mário Vestias, Paula Louro, Pedro Vieira
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Applied Sciences
Subjects:
Visible Light Communication (VLC)
Artificial Intelligence (AI)
Deep Reinforcement Learning (DRL)
traffic signal control
traffic management
reward functions
Online Access:https://www.mdpi.com/2076-3417/15/1/116
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