Design and Development of a Real-Time Monitoring System for Highway Road Surface Anomalies

The recent unprecedented increase in highway networks in India has increased the need to maintain safe and smooth roads. The increasing number of road surface anomalies such as cracks, surface irregularities, and anomalies can lead to vehicle damage and accidents. This research work presents the design and development of a real-time monitoring system for detecting anomalies in highway road surfaces. The proposed system utilizes the machine vision model integrated with cameras, sensors, and edge computing to provide timely and accurate alerts for the drivers and also to the road maintenance authorities. The proposed solution is designed specially to work under different environmental conditions and enable large-scale deployment. The output generated from the proposed model is visual feedback of the detected anomalies and its severity analysis, enabling quick road maintenance actions.

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Publication Details

Journal
Journal of Ubiquitous Computing and Communication Technologies
Published
2024-10-14
DOI
https://doi.org/10.36548/jucct.2024.3.008
Citations
1
Primary Topic
Infrastructure Maintenance and Monitoring
Type
article
Field-Weighted Citation Impact
0.26
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article

Design and Development of a Real-Time Monitoring System for Highway Road Surface Anomalies

Mukil Alagirisamy
1 citations
Journal of Ubiquitous Computing and Communication Technologies
Infrastructure Maintenance and Monitoring
0.26
article

Design and Development of a Real-Time Monitoring System for Highway Road Surface Anomalies

Mukil Alagirisamy
article en
1 citations

Abstract

The recent unprecedented increase in highway networks in India has increased the need to maintain safe and smooth roads. The increasing number of road surface anomalies such as cracks, surface irregularities, and anomalies can lead to vehicle damage and accidents. This research work presents the design and development of a real-time monitoring system for detecting anomalies in highway road surfaces. The proposed system utilizes the machine vision model integrated with cameras, sensors, and edge computing to provide timely and accurate alerts for the drivers and also to the road maintenance authorities. The proposed solution is designed specially to work under different environmental conditions and enable large-scale deployment. The output generated from the proposed model is visual feedback of the detected anomalies and its severity analysis, enabling quick road maintenance actions.

Journal of Ubiquitous Computing and Communication TechnologiesVol. 6(3)
Asia Pacific University of Technology & Innovation (MY)
Sustainable cities and communities
Openalex Percentile: Top 44%
Infrastructure Maintenance and Monitoring
0.26
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Design and Development of a Real-Time Monitoring System for Highway Road Surface Anomalies — Mukil Alagirisamy · Journal of Ubiquitous Computing and Communication Technologies (2024) | TGRS Research Map | TGRS