Determining location and movement pattern using anonymized WiFi access point BSSID

MN Sakib, JB Halim, CT Huang - 2014 7th International …, 2014 - ieeexplore.ieee.org
Location tracking applications are usually based on exact GPS location information and non-
anonymized WiFi Access Point (AP) information. It has been assumed that anonymizing WiFi …

Privacy-preserving indoor localization based on inner product encryption in a cloud environment

Z Wang, Y Xu, Y Yan, Y Zhang, Z Rao… - Knowledge-Based …, 2022 - Elsevier
How to utilize the resource-rich cloud to provide scalable indoor localization service to solve
the problem of limited user equipment resources while preventing privacy leakage has …

A multi-objective indoor localization service for smartphones

A Konstantinidis, A Demetriades… - Proceedings of the 34th …, 2019 - dl.acm.org
The bulk of indoor localization applications currently rely on either server-side, cloud-based
services that raise critical data-disclosure concerns (eg, reveal user's location to a central …

Privacy-preserving by design: Indoor positioning system using wi-fi passive tdoa

M Mohsen, H Rizk, M Youssef - 2023 24th IEEE International …, 2023 - ieeexplore.ieee.org
Indoor localization systems have become increasingly important in a wide range of
applications, including industry, security, logistics, and emergency services. However, the …

Privacy-preserving indoor localization on smartphones

A Konstantinidis, G Chatzimilioudis… - … on Knowledge and …, 2015 - ieeexplore.ieee.org
Indoor Positioning Systems (IPS) have recently received considerable attention, mainly
because GPS is unavailable in indoor spaces and consumes considerable energy. On the …

Federated learning for localization: A privacy-preserving crowdsourcing method

BS Ciftler, A Albaseer, N Lasla, M Abdallah - arXiv preprint arXiv …, 2020 - arxiv.org
Received Signal Strength (RSS) fingerprint-based localization has attracted a lot of research
effort and cultivated many commercial applications of location-based services due to its low …

CRCLoc: A crowdsourcing-based radio map construction method for WiFi fingerprinting localization

X Du, X Liao, M Liu, Z Gao - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
The WiFi-based fingerprint indoor-positioning system has attracted increasing interest from
industry and academia, benefiting from the widespread deployment of the wireless local …

Indoor localization based on weighted surfacing from crowdsourced samples

J Lin, B Wang, G Yang, M Zhou - Sensors, 2018 - mdpi.com
Fingerprinting-based indoor localization suffers from its time-consuming and labor-intensive
site survey. As a promising solution, sample crowdsourcing has been recently promoted to …

A lightweight privacy-preserving fair meeting location determination scheme

H Shen, M Zhang, H Wang, F Guo… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
Equipped with mobile devices, people relied on location-based services (LBSs) can
expediently and reasonably organize their activities. But location information may disclose …

Workload-aware indoor positioning data collection via local differential privacy

JW Kim, B Jang - IEEE communications letters, 2019 - ieeexplore.ieee.org
The rapid development of indoor localization technologies has made it easier than ever for
service providers to collect and analyze massive amount of indoor positioning data from …