Implementation of a Magnetometer based Vehicle Detection System for Smart Parking applications

Floris, Alessandro
;
Girau, Roberto;Porcu, Simone;Pettorru, Giovanni;Atzori, Luigi
2020-01-01

Abstract

The time lost looking for a free parking spot in a city impacts negatively not only on the mood of the drivers but also on the environment in terms of air quality and fuel consumption. The vehicle detection can be considered as the most important task in Smart Parking systems as it allows to automatically monitor the occupancy state of the parking spots in a city. In this paper, we implement and test a vehicle detection system based on a magnetometer sensor, which is part of a complete Smart Parking system under development at the University of Cagliari. After a preliminary analysis conducted to test the performance of the magnetometer, we conducted two specific experiments to investigate the suitability of the magnetometer as the mean to detect the presence of a vehicle in the parking spots. The first experiment, involving 15 different vehicles, has demonstrated that the magnetometer can be used to reliably detect the presence of a vehicle in a parking spot if it is placed under the front or rear axle of the vehicle. From the second experiment it resulted that, when considering 3 adjacent parking spots and only one magnetometer placed in the central spot, it is not possible to reliably detect the vehicles parked on the adjacent spots. Therefore, one magnetometer for each considered parking spot is needed.
2020
Inglese
2020 IEEE International Smart Cities Conference (ISC2)
978-1-7281-8294-0
IEEE, Institute of Electrical and Electronics Engineers
Piscataway, New Jersey
STATI UNITI D'AMERICA
1
7
7
2020 IEEE International Smart Cities Conference, ISC2 2020
Esperti anonimi
28 September - 1 October 2020
Piscataway, NJ, USA
internazionale
scientifica
Internet of Things; Magnetometer sensor; Smart City; Smart Parking; Vehicle detection
no
4 Contributo in Atti di Convegno (Proceeding)::4.1 Contributo in Atti di convegno
Floris, Alessandro; Girau, Roberto; Porcu, Simone; Pettorru, Giovanni; Atzori, Luigi
273
5
4.1 Contributo in Atti di convegno
reserved
info:eu-repo/semantics/conferencePaper
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