Wi-Fi fingerprint-based indoor positioning: Recent advances and comparisons

S He, SHG Chan - IEEE Communications Surveys & Tutorials, 2015 - ieeexplore.ieee.org
The growing commercial interest in indoor location-based services (ILBS) has spurred
recent development of many indoor positioning techniques. Due to the absence of Global …

A method of fingerprint indoor localization based on received signal strength difference by using compressive sensing

X Yu, H Wang, J Wu - EURASIP journal on wireless communications and …, 2020 - Springer
With the development of network technology, WLAN-based indoor localization plays an
increasingly important role. Most current localization methods are based on the comparison …

Indoor localization system using dual-frequency bands and interpolation algorithm

J Yang - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
As an important part of the Internet of Things, WiFi-based fingerprint indoor localization
technology has been extensively studied due to the widespread deployment of WLAN in …

Machine learning algorithm for wireless indoor localization

OA Abdullah, I Abdel-Qader - Machine Learning-Advanced …, 2018 - books.google.com
Abstract Smartphones equipped with Wi-Fi technology are widely used nowadays. Due to
the need for inexpensive indoor positioning systems (IPSs), many researchers have focused …

Environmental causality calibration: Advancing WLAN RF fingerprinting for precise indoor localization

Y Fan, H Sun - Plos one, 2024 - journals.plos.org
In recent years, considerable and valuable research progress has been made in indoor
positioning technologies based on WLAN Radio Frequency (RF) fingerprinting, identifying it …

Autonomous signal source displacement detection and recalibration of fingerprinting-based indoor localization systems

N Fet, M Handte, PJ Marrón - 2017 international conference on …, 2017 - ieeexplore.ieee.org
Fingerprinting-based indoor localization systems rely on stable signal distribution
characteristics of fixed signal sources for location estimation. However, indoor environments …

Convex optimization via symmetrical hölder divergence for a WLAN indoor positioning system

O Abdullah - Entropy, 2018 - mdpi.com
Modern indoor positioning system services are important technologies that play vital roles in
modern life, providing many services such as recruiting emergency healthcare providers …

An approach for autonomous recalibration of fingerprinting-based indoor localization systems

N Fet, M Handte, PJ Marrón - 2016 12th International …, 2016 - ieeexplore.ieee.org
Fingerprinting-based indoor localization systems tend to achieve higher accuracy compared
to other approaches such as signal propagation modeling. However, they also tend to have …

Face-to-machine proximity estimation for mobile industrial human machine interaction

T Liu, Z Xu, R Wang, H Jiang, C Chen… - 2017 IEEE …, 2017 - ieeexplore.ieee.org
In the mobile industrial human machine interaction (HMI) based on wireless sensor
networks, the engineer has to manually select the target machine from a long list which may …

Enabling Temporal Variation Resilience for ML-Based Indoor Localization

N Nishio, K Tsubouchi, M Sugasaki… - Machine Learning for …, 2023 - Springer
Wi-Fi fingerprint-based localization is known to be prominent for indoor positioning
technology; however, it is still challenging on sustainability of its performance for long-term …