Federated learning for RSS fingerprint-based localization: A privacy-preserving crowdsourcing method

BS Ciftler, A Albaseer, N Lasla… - … and Mobile Computing …, 2020 - ieeexplore.ieee.org
… a privacy-preserving federated learning-based crowdsourcing system for RSS Fingerprint-based
localization for an indoor … Mao, “CSI phase fingerprinting for indoor localization with a …

A privacy preserving method for crowdsourcing in indoor fingerprinting localization

N Alikhani, V Moghtadaiee, AM Sazdar… - … on Computer and …, 2018 - ieeexplore.ieee.org
… Moghtadaiee, and SA Ghorashi, "A fingerprint-based technique for indoor localization using
… Zhang, "Indoor localization using smartphone inertial sensors," in Positioning, Navigation …

Federated learning for localization: A privacy-preserving crowdsourcing method

BS Ciftler, A Albaseer, N Lasla, M Abdallah - arXiv preprint arXiv …, 2020 - arxiv.org
… Compared to existing DL-based indoor localization systems, we list our main contributions
… a privacy-preserving crowdsourcing technique for RSS fingerprint-based localization with …

[HTML][HTML] Privacy-preserving crowdsourced site survey in WiFi fingerprint-based localization

S Li, H Li, L Sun - EURASIP Journal on Wireless Communications and …, 2016 - Springer
… signals in indoor environments, indoor localization has … fingerprint-based indoor localization
is one of the most promising technologies [1–4]. A typical WiFi fingerprint-based localization

Lightweight privacy-preserving scheme in Wi-Fi fingerprint-based indoor localization

G Zhang, A Zhang, P Zhao, J Sun - IEEE Systems Journal, 2020 - ieeexplore.ieee.org
… a lightweight privacy-preserving scheme (LWP 2 ) which protects both location privacy and
… In summary, it is desirable to study the privacy preserving yet lightweight indoor localization

Know where you are: A practical privacy-preserving semi-supervised indoor positioning via edge-crowdsensing

J An, Z Wang, X He, X Gui, J Cheng… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… The three significant contributions of this paper are summarized as follows: • An edge-crowdsourcing
indoor localization architecture is constructed. Combined with the method of …

Privacy preserving in indoor fingerprint localization and radio map expansion

AM Sazdar, N Alikhani, SA Ghorashi… - Peer-to-Peer Networking …, 2021 - Springer
privacy preserving method that uses Bloom filter for preserving anonymity and creating PRM
during localization … map with crowdsourcing method in fingerprinting indoor localization, by …

DP3: A differential privacy-based privacy-preserving indoor localization mechanism

Y Wang, M Huang, Q Jin, J Ma - IEEE Communications Letters, 2018 - ieeexplore.ieee.org
fingerprint-based indoor localization, the problem of privacy leakage including both clients’
location … Inspired by this idea, we propose a DP-based privacy-preserving indoor localization

Pseudo label-driven federated learning-based decentralized indoor localization via mobile crowdsourcing

W Li, C Zhang, Y Tanaka - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
… strength (RSS) fingerprintbased indoor localization has received … , a Centralized indooR
localizatioN method using Pseudo-… cache-based location privacy preserving for vehicle networks…

Indoor Location Fingerprinting Privacy: A Comprehensive Survey

A Fathalizadeh, V Moghtadaiee, M Alishahi - arXiv preprint arXiv …, 2024 - arxiv.org
… on privacy-preserving mechanisms in the context of indoor … 3, two phases are involved in
the fingerprint-based localization method: … Privacy-preserving crowdsourced site survey in WiFi …