Fingerprint and assistant nodes based Wi-Fi localization in complex indoor environment

Q Li, W Li, W Sun, J Li, Z Liu - IEEE Access, 2016 - ieeexplore.ieee.org
With the extensive development of Wi-Fi, indoor location services based on received signal
strength (RSS) fingerprints have attracted increasing attention from researchers. In complex …

A WiFi fingerprint based high-adaptability indoor localization via machine learning

J Xue, J Liu, M Sheng, Y Shi, J Li - China Communications, 2020 - ieeexplore.ieee.org
For received signal strength (RSS) fingerprint based indoor localization approaches, the
localization accuracy is significantly influenced by the RSS variance, device heterogeneity …

FCLoc: A novel indoor Wi-Fi fingerprints localization approach to enhance robustness and positioning accuracy

C Hou, Y Xie, Z Zhang - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
For wireless local area network (WLAN) fingerprint-based indoor localization approach,
wireless fidelity (Wi-Fi) received signal strength (RSS) is widely focused because it is easy to …

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 …

[HTML][HTML] Convolutional neural network and dual-factor enhanced variational Bayes adaptive Kalman filter based indoor localization with Wi-Fi

B Zhao, D Zhu, T Xi, C Jia, S Jiang, S Wang - Computer Networks, 2019 - Elsevier
Various research works have been proposed for Wi-Fi-based indoor localization, including
Received Signal Strength Indicator (RSSI)-based fingerprint algorithm, Angle of Arrival …

Supplementary open dataset for WiFi indoor localization based on received signal strength

J Bi, Y Wang, B Yu, H Cao, T Shi, L Huang - Satellite Navigation, 2022 - Springer
Abstract Several Wireless Fidelity (WiFi) fingerprint datasets based on Received Signal
Strength (RSS) have been shared for indoor localization. However, they can't meet all the …

Efficient Wi-Fi fingerprint crowdsourcing for indoor localization

Y Wei, R Zheng - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
Wi-Fi Received Signal Strength (RSS, fingerprints) based indoor localization is promising
and widely investigated with the pervasive deployment of Wi-Fi Access Points. However, the …

A scalable indoor localization algorithm based on distance fitting and fingerprint mapping in Wi-Fi environments

H Zhang, K Liu, F Jin, L Feng, V Lee, J Ng - Neural Computing and …, 2020 - Springer
With ever-increasing demands on location-based services in indoor environments, indoor
localization technologies have attracted considerable attention in both industrial and …

Expectation maximization indoor localization utilizing supporting set for Internet of Things

X Guo, L Li, F Xu, N Ansari - IEEE Internet of Things Journal, 2018 - ieeexplore.ieee.org
With the growth of WLAN infrastructure, received signal strength (RSS) fingerprint-based
WiFi indoor positioning systems have received considerable attention recently. Some …

CapsLoc: A robust indoor localization system with WiFi fingerprinting using capsule networks

Q Ye, X Fan, G Fang, H Bie, X Song… - ICC 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
With the unprecedented demand of location-based services in indoor scenarios, wireless
indoor localization is emerging as an essential application for mobile users. While the line-of …