Indoor smartphone localization via fingerprint crowdsourcing: Challenges and approaches

B Wang, Q Chen, LT Yang… - IEEE Wireless …, 2016 - ieeexplore.ieee.org
Nowadays, smartphones have become indispensable to everyone, with more and more built-
in location-based applications to enrich our daily life. In the last decade, fingerprinting based …

A theoretical analysis on sampling size in WiFi fingerprint-based localization

B Huang, R Yang, B Jia, W Li… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This paper deals with a key problem in WiFi fingerprint-based localization, namely how to
sample a sufficient number of received signal strength (RSS) measurements during an …

[HTML][HTML] Robust Fingerprint of Location Trajectories Under Differential Privacy

Y Jiang, E Yilmaz, E Ayday - Proceedings on Privacy Enhancing …, 2023 - ncbi.nlm.nih.gov
Location-based services have brought significant convenience to people in their daily lives,
and the collected location data are also in high demand. However, directly releasing those …

GraphSLAM-based Crowdsourcing framework for indoor Wi-Fi fingerprinting

M Zhang, L Pei, X Deng - 2016 Fourth International Conference …, 2016 - ieeexplore.ieee.org
Due to the ubiquitous deployment of WiFi Access Points (APs) in indoor environment, many
research works have been conducted to utilize WiFi Received Signal Strength (RSS) for the …

Performance analysis of adaptive K for weighted K-nearest neighbor based indoor positioning

S Liu, R De Lacerda, J Fiorina - 2022 IEEE 95th Vehicular …, 2022 - ieeexplore.ieee.org
With the large deployment of WiFi networks, in-door localization using WiFi fingerprinting
with received signal strength has been widely studied. One of the common localization …

Path-loss-based fingerprint localization approach for location-based services in indoor environments

J Zhang, G Han, N Sun, L Shu - IEEE Access, 2017 - ieeexplore.ieee.org
Wireless local area network fingerprint-based indoor localization schemes have been widely
studied because of the increasing requirements of location-based services (LBSs). The …

A robust crowdsourcing-based indoor localization system

B Zhou, Q Li, Q Mao, W Tu - Sensors, 2017 - mdpi.com
WiFi fingerprinting-based indoor localization has been widely used due to its simplicity and
can be implemented on the smartphones. The major drawback of WiFi fingerprinting is that …

RMapCS: Radio map construction from crowdsourced samples for indoor localization

Y Ye, B Wang - IEEE Access, 2018 - ieeexplore.ieee.org
Fingerprint crowdsourcing has recently been promoted as a promising solution for
fingerprinting-based indoor localization systems to relieve the burden of site survey. When …

Detection of spoofing attacks in WLAN-based positioning systems using WiFi hotspot tags

A Ye, Q Li, Q Zhang, B Cheng - IEEE Access, 2020 - ieeexplore.ieee.org
WLAN-based localization is widely adopted for mobile positioning, which is the prerequisite
for location based services and more. However, the existing positioning systems are …

Federated learning-based localization with heterogeneous fingerprint database

X Cheng, C Ma, J Li, H Song, F Shu… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
Fingerprint-based localization plays an important role in indoor location-based services,
where the position information is usually collected in distributed clients and gathered in a …