USAGE OF IOT EDGE APPROACH FOR ROAD QUALITY ANALYSIS

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Published: Mar 31, 2023
DOI: https://doi.org/10.35784/acs-2023-02
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2023

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DOI

https://doi.org/10.35784/acs-2023-02

Authors

Marcin Badurowicz

m.badurowicz@pollub.pl

Lublin University of Technology, Faculty of Electrical Engineering and Computer Science, Department of Computer Science, Poland
https://orcid.org/0000-0003-2249-4219
Sebastian Łagowski

semastian.lagowski@pollub.edu.pl

Lublin University of Technology, Faculty of Electrical Engineering and Computer Science, Department of Computer Science, Poland

Abstract

In the paper, the authors are presenting the analysis of implementation of IoT system of road quality analysis. The proposed system has been prepared with edge, on-device processing in mind, allowing for reduction of amount of data being sent to cloud computing aggregation subsystem, sending only 2.5% of the original data. Several algorithms for road quality analysis has been implemented on a real device and tested in a real-world conditions. The system has been compared to the state-of-the-art offline processing approach and shown very similar results.

Keywords:

road quality, internet of things, edge processing

References

Article Details

Badurowicz, M., & Łagowski, S. (2023). USAGE OF IOT EDGE APPROACH FOR ROAD QUALITY ANALYSIS. Applied Computer Science, 19(1), 15–24. https://doi.org/10.35784/acs-2023-02