Estimating Bus Cross-Sectional Flow Based on Machine Learning Algorithm Combined with Wi-Fi Probe Technology

Estimating Bus Cross-Sectional Flow Based on Machine Learning Algorithm Combined with Wi-Fi Probe Technology

With expansion of city scale, the issue of public transport systems will become prominent. For single-swipe buses, the traditional method of obtaining section passenger flow is to rely on surveillance video identification or manual investigation. This paper adopts a new method: collecting wireless s...

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Bibliographic Details
Main Authors: Ting-Zhao Chen, Yan-Yan Chen, Jian-Hui Lai
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Sensors
Subjects:
Wi-Fi probe
bus passenger flow estimation
feature extraction
machine learning
strain function
Online Access:https://www.mdpi.com/1424-8220/21/3/844

Internet

https://www.mdpi.com/1424-8220/21/3/844

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