[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 …

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 indoor localization method based on dilated cnn and support vector regression

H Chen, B Wang, Y Pei, L Zhang - 2020 Chinese Automation …, 2020 - ieeexplore.ieee.org
A novel method is proposed to improve positioning real-time property while ensuring the
accuracy. Firstly, a dilated convolutional neural network (D-CNN) model is trained with …

Kalman filter-based data fusion of Wi-Fi RTT and PDR for indoor localization

X Liu, B Zhou, P Huang, W Xue, Q Li… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
The Fine Time Measurement (FTM) protocol introduced by IEEE 802.11 includes a new
ranging method, named Wi-Fi Round Trip Time (Wi-Fi RTT), which can be used for indoor …

Discrete Hopfield neural network based indoor Wi-Fi localization using CSI

X Dang, X Tang, Z Hao, J Ren - EURASIP Journal on Wireless …, 2020 - Springer
The fingerprint indoor localization method based on channel state information (CSI) has
gained widespread attention. However, this method fails to provide a better localization …

An improved K-nearest-neighbor indoor localization method based on spearman distance

Y Xie, Y Wang, A Nallanathan… - IEEE signal processing …, 2016 - ieeexplore.ieee.org
Indoor localization based on existing Wi-Fi Received Signal Strength Indicator (RSSI) is
attractive since it can reuse the existing Wi-Fi infrastructure. However, it suffers from dramatic …

A device-free indoor localization method using CSI with Wi-Fi signals

X Dang, X Tang, Z Hao, Y Liu - Sensors, 2019 - mdpi.com
Amid the ever-accelerated development of wireless communication technology, we have
become increasingly demanding for location-based service; thus, passive indoor positioning …

Wi-fi fingerprint-based indoor localization method via standard particle swarm optimization

J Zheng, K Li, X Zhang - Sensors, 2022 - mdpi.com
With the continuous development and improvement in Internet-of-Things (IoT) technology,
indoor localization has received considerable attention. Particularly, owing to its unique …

An improved indoor localization of wifibased on support vector machines

YuFeng, JiangMinghua, LiangJing, QinXiao… - International Journal of …, 2014 - earticle.net
Indoor localization based on existing WiFi signal strength is becoming increasingly
prevalent and ubiquitous. The user-based localization algorithm utilizes the information of …

Wi-Fi based accurate indoor localization system using SVM and LSTM algorithms

HA Abbas, NW Boskany, KZ Ghafoor… - 2021 IEEE 22nd …, 2021 - ieeexplore.ieee.org
Indoor localization of mobile nodes is emerging as a promising field in the past decades due
to the advances in mobile devices and the increasing number of wireless services and …