USAGE OF IOT EDGE APPROACH FOR ROAD QUALITY ANALYSIS

Main Article Content

DOI

Marcin Badurowicz

m.badurowicz@pollub.pl

Sebastian Łagowski

semastian.lagowski@pollub.edu.pl

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