Evaluation of Detection Approaches for Road Anomalies Based on Accelerometer Data

Edvinas Pocevicius, Donatas Paulauskas, Tomas Eglynas, Valdas Jankunas, Sergej Jakovlev, Mindaugas Jusis, Dovydas Lizdenis

2025

Abstract

Current container security systems record vibrations and shocks, but their potential for creating smart transportation systems remains underutilized. This study analyzes data collected from a truck and discusses a concept for generating road condition maps from accelerometer data. An experiment was conducted by mounting an accelerometer on a container door to gather acceleration data in various transport conditions. The study focuses on analyzing vertical (Z-axis) accelerations as a primary indicator of road anomalies. The developed concept can be integrated into logistics platforms, enabling vehicle drivers and infrastructure managers to respond to road defects in a timely manner.

Paper Citation

in Harvard Style

Pocevicius E., Paulauskas D., Eglynas T., Jankunas V., Jakovlev S., Jusis M. and Lizdenis D. (2025). Evaluation of Detection Approaches for Road Anomalies Based on Accelerometer Data. In Proceedings of the 11th International Conference on Vehicle Technology and Intelligent Transport Systems - Volume 1: VEHITS; ISBN 978-989-758-745-0, SciTePress, pages 588-595. DOI: 10.5220/0013426300003941

in Bibtex Style

@conference{vehits25,
author={Edvinas Pocevicius and Donatas Paulauskas and Tomas Eglynas and Valdas Jankunas and Sergej Jakovlev and Mindaugas Jusis and Dovydas Lizdenis},
title={Evaluation of Detection Approaches for Road Anomalies Based on Accelerometer Data},
booktitle={Proceedings of the 11th International Conference on Vehicle Technology and Intelligent Transport Systems - Volume 1: VEHITS},
year={2025},
pages={588-595},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013426300003941},
isbn={978-989-758-745-0},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 11th International Conference on Vehicle Technology and Intelligent Transport Systems - Volume 1: VEHITS
TI - Evaluation of Detection Approaches for Road Anomalies Based on Accelerometer Data
SN - 978-989-758-745-0
AU - Pocevicius E.
AU - Paulauskas D.
AU - Eglynas T.
AU - Jankunas V.
AU - Jakovlev S.
AU - Jusis M.
AU - Lizdenis D.
PY - 2025
SP - 588
EP - 595
DO - 10.5220/0013426300003941
PB - SciTePress