The analysis of acquisition system for electronic traffic signal in smart cities based on the internet of things

The analysis of acquisition system for electronic traffic signal in smart cities based on the internet of things

Abstract This work designs an intelligent traffic electronic information signal acquisition system based on the Internet of Things (IoT) and deep learning (DL). It aims to address the increasingly severe congestion issues in urban traffic and improve the efficiency and intelligence of traffic manage...

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Bibliographic Details
Main Authors: Yue Ma, Chenglong Wang, Tianlei Fu, Ziting Meng
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Deep learning
The internet of things
System design
Signal acquisition
Localization and identification of vehicles
Online Access:https://doi.org/10.1038/s41598-025-07423-6
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