Effective Motion Sensors and Deep Learning Techniques for Unmanned Ground Vehicle (UGV)-Based Automated Pavement Layer Change Detection in Road Construction

Effective Motion Sensors and Deep Learning Techniques for Unmanned Ground Vehicle (UGV)-Based Automated Pavement Layer Change Detection in Road Construction

As-built progress of the constructed pavement should be monitored effectively to provide prompt project control. However, current pavement construction progress monitoring practices (e.g., data collection, processing, and analysis) are typically manual, time-consuming, tedious, and error-prone. To a...

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Bibliographic Details
Main Authors: Tirth Patel, Brian H. W. Guo, Jacobus Daniel van der Walt, Yang Zou
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Buildings
Subjects:
construction progress monitoring
automation
deep learning
sensor
road construction
LSTM
Online Access:https://www.mdpi.com/2075-5309/13/1/5

Internet

https://www.mdpi.com/2075-5309/13/1/5

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