Efficient privacy-preserving fingerprint-based indoor localization using crowdsourcing

P Armengol, R Tobkes, K Akkaya… - 2015 IEEE 12th …, 2015 - ieeexplore.ieee.org
Indoor localization has been widely studied due to the inability of GPS to function indoors.
Numerous approaches have been proposed in the past and a number of these approaches …

Achieving privacy preservation in WiFi fingerprint-based localization

H Li, L Sun, H Zhu, X Lu… - Ieee Infocom 2014-IEEE …, 2014 - ieeexplore.ieee.org
WiFi fingerprint-based localization is regarded as one of the most promising techniques for
indoor localization. The location of a to-be-localized client is estimated by mapping the …

A lightweight location privacy-preserving scheme for WiFi fingerprint-based localization

H Li, Y He, X Cheng, L Sun - … and Knowledge in the Internet of …, 2016 - ieeexplore.ieee.org
Although regarded as a promising approach for indoor localization, WiFi fingerprint-based
localization can lead to potential location privacy violations. In this work, we study the …

A privacy preserving method for crowdsourcing in indoor fingerprinting localization

N Alikhani, V Moghtadaiee, AM Sazdar… - … on Computer and …, 2018 - ieeexplore.ieee.org
Localization services have gained popularity in recent years to facilitate the daily lives of
users. With increasing people desire to use Location Based Services (LBSs), the privacy of …

Indoor localization using smartphone inertial sensors

Y Liu, M Dashti, MA Abd Rahman… - 2014 11th Workshop on …, 2014 - ieeexplore.ieee.org
Celebrated fingerprinting techniques localize users by statistically learning the signal to
location relations. However, collecting a lot of labelled data to train an accurate localization …

Privacy-preserving WiFi Fingerprint Localization Based on Spatial Linear Correlation

X Yang, Y Luo, M Xu, S Fu, Y Chen - International Conference on Wireless …, 2022 - Springer
With the widespread deployment of IoT (Internet of Things) devices, WiFi fingerprint-based
localization is becoming one of the most promising techniques for indoor localization. A …

A privacy-preserving fuzzy localization scheme with CSI fingerprint

X Wang, Y Liu, Z Shi, X Lu, L Sun - 2015 IEEE Global …, 2015 - ieeexplore.ieee.org
CSI fingerprint localization is an advanced and promising technique for indoor localization,
which identifies the user's location by mapping his measured CSI against the server's CSI …

A privacy-preserving protocol for indoor Wi-Fi localization

SN Eshun, P Palmieri - Proceedings of The 16th ACM International …, 2019 - dl.acm.org
Location-aware applications have witnessed massive worldwide growth in recent years due
to the introduction and advancement of smartphones. Most of these applications rely on the …

Privacy-preserving Wi-Fi fingerprinting indoor localization

T Zhang, SSM Chow, Z Zhou, M Li - … 2016, Tokyo, Japan, September 12-14 …, 2016 - Springer
A diversity of indoor localization techniques have become accurate and ready to use. A
client first measures its location characteristics, and then calculates its location with the …

Smartphone based indoor localization using stable access points

P Roy, C Chowdhury - Proceedings of the Workshop Program of the 19th …, 2018 - dl.acm.org
Indoor localization, based on Wi-Fi signals, is becoming a popular approach for providing
location based services in indoor environment. The challenging task of accurately finding …