UJI Probes: Dataset of Wi-Fi Probe Requests

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dc.contributor.authorBravenec, Tomášcs
dc.contributor.authorTorres-Sospedra, Joaquíncs
dc.contributor.authorGould, Michaelcs
dc.contributor.authorFrýza, Tomášcs
dc.date.issued2023-12-06cs
dc.description.abstractThis paper focuses on the creation of a~new, publicly available Wi-Fi probe request dataset. Probe requests belong to the family of management frames used by the 802.11 (Wi-Fi) protocol. As the situation changes year by year, and technology improves probe request studies are necessary to be done on up-to-date data. We provide a month-long probe request capture in an office environment, including work days, weekends, and holidays consisting of over 1 400 000 probe requests. We provide a description of all the important aspects of the dataset. Apart from the raw packet capture we also provide a Radio Map (RM) of the office to ensure the users of the dataset have all the possible information about the environment. To protect privacy, user information in the dataset is anonymized. This anonymization is done in a way that protects the privacy of users while preserving the ability to analyze the dataset to almost the same level as raw data. Furthermore, we showcase several possible use cases for the dataset, like presence detection, temporal Received Signal Strength Indicator (RSSI) stability, and privacy protection evaluation.en
dc.formattextcs
dc.format.extent1-6cs
dc.format.mimetypeapplication/pdfcs
dc.identifier.citation2023 IEEE 13th International Conference on Indoor Positioning and Indoor Navigation (IPIN). 2023, p. 1-6.en
dc.identifier.doi10.1109/IPIN57070.2023.10332508cs
dc.identifier.isbn979-8-3503-2011-4cs
dc.identifier.orcid0000-0001-5749-8389cs
dc.identifier.orcid0000-0001-7313-6142cs
dc.identifier.other184026cs
dc.identifier.scopus6507475832cs
dc.identifier.urihttp://hdl.handle.net/11012/244169
dc.language.isoencs
dc.publisherIEEEcs
dc.relation.ispartof2023 IEEE 13th International Conference on Indoor Positioning and Indoor Navigation (IPIN)cs
dc.relation.urihttps://ieeexplore.ieee.org/document/10332508cs
dc.rights(C) IEEEcs
dc.rights.accessopenAccesscs
dc.subjectDataseten
dc.subjectPrivacyen
dc.subjectProbe Requestsen
dc.subjectRSSIen
dc.subjectWi-Fien
dc.subjectWireless Communicationen
dc.subjectWLANen
dc.titleUJI Probes: Dataset of Wi-Fi Probe Requestsen
dc.type.driverconferenceObjecten
dc.type.statusPeer-revieweden
dc.type.versionacceptedVersionen
sync.item.dbidVAV-184026en
sync.item.dbtypeVAVen
sync.item.insts2025.02.03 15:41:49en
sync.item.modts2025.01.17 16:40:51en
thesis.grantorVysoké učení technické v Brně. Fakulta elektrotechniky a komunikačních technologií. Ústav radioelektronikycs
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