Preserving privacy in WiFi localization with plausible dummy locations

P Zhao, W Liu, G Zhang, Z Li… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Benefiting from the development of wireless communication, WiFi localization plays a vital
role in various mobile applications. However, users' locations are breached by untrusted …

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 …

[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
Typically, site survey is an inevitable phase for WiFi fingerprint-based localization which is
regarded as one of the most promising techniques for indoor localization. However, the site …

Augmentation of fingerprints for indoor WiFi localization based on Gaussian process regression

W Sun, M Xue, H Yu, H Tang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
WiFi-Fingerprint is extensively utilized for indoor localization with the advent of the high-
density wireless networks deployment and research on ubiquitous intelligence …

The death and rebirth of privacy-preserving WiFi fingerprint localization with Paillier encryption

Z Yang, K Järvinen - IEEE INFOCOM 2018-IEEE conference on …, 2018 - ieeexplore.ieee.org
Localization based on premeasured WiFi fingerprints is a popular method for indoor
localization where satellite based positioning systems are unavailable. In these systems …

[HTML][HTML] Secure indoor localization based on extracting trusted fingerprint

J Luo, X Yin, Y Zheng, C Wang - Sensors, 2018 - mdpi.com
Indoor localization based on WiFi has attracted a lot of research effort because of the
widespread application of WiFi. Fingerprinting techniques have received much attention due …

New insights into wifi-based device-free localization

H Aly, M Youssef - Proceedings of the 2013 ACM conference on …, 2013 - dl.acm.org
WiFi-based device-free localization is a main indoor localization technique that has attracted
much attention recently. Typically, due to the complex wireless propagation in indoor …

Selecting critical WiFi APs for indoor localization based on a theoretical error analysis

B Jia, B Huang, H Gao, W Li, L Hao - IEEE access, 2019 - ieeexplore.ieee.org
The radio map built during the offline phase of any WiFi fingerprint-based localization
system usually scales with the number of WiFi access points (APs) that can be detected at a …

[HTML][HTML] WiFi indoor localization with CSI fingerprinting-based random forest

Y Wang, C Xiu, X Zhang, D Yang - Sensors, 2018 - mdpi.com
WiFi fingerprinting indoor positioning systems have extensive applied prospects. However, a
vast amount of data in a particular environment has to be gathered to establish a …

Mitigating large errors in WiFi-based indoor localization for smartphones

C Wu, Z Yang, Z Zhou, Y Liu… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Although WiFi fingerprint-based indoor localization is attractive, its accuracy remains a
primary challenge, especially in mobile environments. Existing approaches either appeal to …