Cost-constrained Drone Presence Detection through Smart Sound Processing

Joaquín García-Gómez, Marta Bautista-Durán, Roberto Gil-Pita, Inma Mohíno-Herranz, Miguel Aguilar-Ortega, César Clares-Crespo

Abstract

Sometimes, drones lead to problems of invasion of privacy or access to restricted areas. Because of that, it is important to develop a system capable of detecting the presence of these vehicles in real time in environments where they could be used for malicious purposes. However, the computational cost associated to that system must be limited if it has to work in an autonomous way. In this manuscript an algorithm based on Smart Sound Processing techniques has been developed. Feature extraction, cost constrained feature selection and detection processes, typically implemented in pattern recognition systems, are applied. Results show that it is possible to detect the presence of drones with low cost feature subsets, where MFCCs and pitch are the most relevant ones.

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Paper Citation


in Harvard Style

García-Gómez J., Bautista-Durán M., Gil-Pita R., Mohíno-Herranz I., Aguilar-Ortega M. and Clares-Crespo C. (2019). Cost-constrained Drone Presence Detection through Smart Sound Processing.In Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM, ISBN 978-989-758-351-3, pages 766-772. DOI: 10.5220/0007556007660772


in Bibtex Style

@conference{icpram19,
author={Joaquín García-Gómez and Marta Bautista-Durán and Roberto Gil-Pita and Inma Mohíno-Herranz and Miguel Aguilar-Ortega and César Clares-Crespo},
title={Cost-constrained Drone Presence Detection through Smart Sound Processing},
booktitle={Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM,},
year={2019},
pages={766-772},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007556007660772},
isbn={978-989-758-351-3},
}


in EndNote Style

TY - CONF

JO - Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM,
TI - Cost-constrained Drone Presence Detection through Smart Sound Processing
SN - 978-989-758-351-3
AU - García-Gómez J.
AU - Bautista-Durán M.
AU - Gil-Pita R.
AU - Mohíno-Herranz I.
AU - Aguilar-Ortega M.
AU - Clares-Crespo C.
PY - 2019
SP - 766
EP - 772
DO - 10.5220/0007556007660772