TY - GEN
T1 - Capturing the Behaviour of Volunteer Pedestrians in a Newly-Developed University Campus Using a Distributed Array of Bluetooth Low Energy Devices
AU - AlAnbouri, Ahlam
AU - Parmar, Mayank
AU - Powell, David
AU - Kelly, Paula
AU - Holmes, Niall
AU - Berry, Damon
AU - D’Arcy, Lorraine
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023/9/24
Y1 - 2023/9/24
N2 - Contemporary public infrastructure projects emphasise sustainable options that integrate pedestrian routes, leisure facilities and convenient access to public transport systems. It is important to understand the effectiveness of these contemporary designs. In the age of the General Data Protection Regulation (GDPR), there is a need to develop technology-based solutions that collect information about the behaviour of pedestrians in public spaces as they commute and engage in leisure pursuits while simultaneously preserving the privacy of these citizens. Bluetooth Low Energy (BLE), has privacy-preserving features that make it worth considering as part of a technology solution for studies of this type. This work presents the preliminary results of a multi-stakeholder study that collected data via BLE from 28 volunteer pedestrians who regularly used the public domain of the newly developed Grangegorman campus in Dublin's north inner city. Before the commencement of the data collection, each volunteer completed a short questionnaire about their intended movements on the campus, and for the next three weeks, they each carried a small keyring-sized BLE beacon with them as they passed through the campus. Bluetooth received signal strength indication from these beacons was collected at 17 points around the campus over the study period. The data for the volunteers were anonymised at the point of capture by hash encoding the MAC address of the beacons. The results of the work show that BLE can be used to monitor the approximate movements of volunteer pedestrians and so provide valuable privacy-preserving data on the utilisation of public infrastructure.
AB - Contemporary public infrastructure projects emphasise sustainable options that integrate pedestrian routes, leisure facilities and convenient access to public transport systems. It is important to understand the effectiveness of these contemporary designs. In the age of the General Data Protection Regulation (GDPR), there is a need to develop technology-based solutions that collect information about the behaviour of pedestrians in public spaces as they commute and engage in leisure pursuits while simultaneously preserving the privacy of these citizens. Bluetooth Low Energy (BLE), has privacy-preserving features that make it worth considering as part of a technology solution for studies of this type. This work presents the preliminary results of a multi-stakeholder study that collected data via BLE from 28 volunteer pedestrians who regularly used the public domain of the newly developed Grangegorman campus in Dublin's north inner city. Before the commencement of the data collection, each volunteer completed a short questionnaire about their intended movements on the campus, and for the next three weeks, they each carried a small keyring-sized BLE beacon with them as they passed through the campus. Bluetooth received signal strength indication from these beacons was collected at 17 points around the campus over the study period. The data for the volunteers were anonymised at the point of capture by hash encoding the MAC address of the beacons. The results of the work show that BLE can be used to monitor the approximate movements of volunteer pedestrians and so provide valuable privacy-preserving data on the utilisation of public infrastructure.
KW - Bluetooth low energy
KW - pedestrian behaviour
KW - sustainable transport
UR - http://www.scopus.com/inward/record.url?scp=85178319379&partnerID=8YFLogxK
U2 - 10.1109/ISC257844.2023.10293279
DO - 10.1109/ISC257844.2023.10293279
M3 - Conference contribution
AN - SCOPUS:85178319379
T3 - Proceedings of 2023 IEEE International Smart Cities Conference, ISC2 2023
BT - Proceedings of 2023 IEEE International Smart Cities Conference, ISC2 2023
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 9th IEEE International Smart Cities Conference, ISC2 2023
Y2 - 24 September 2023 through 27 September 2023
ER -