Indoor localization using bidirectional LSTM networks

D Pang, X Le - 2021 13th International Conference on …, 2021 - ieeexplore.ieee.org
Indoor localization witnessed the flourishing development in location based service for
indoor environments. Regarding the availability of access points (AP) and its low cost for …

Deep learning-based indoor positioning system using multiple fingerprints

Z Zhang, M Lee, S Choi - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
Indoor positioning system (IPS) based on Wi-Fi signal has gained increasing attentions
during the past few years due to the low cost of infrastructure deployment. In the Wi-Fi signal …

MapLoc: LSTM-based Location Estimation using Uncertainty Radio Maps

X Wang, Z Yu, S Mao, J Zhang… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
With the growing demand for location-based services, fingerprint has become a hot topic in
the area of Internet of Things (IoT). However, the performance of fingerprinting-based indoor …

Toward long-term effective and robust device-free indoor localization via channel state information

Z Li, X Rao - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
With the rapid development of location-based IoT applications in recent years, indoor device-
free passive localization based on Wi-Fi channel state information (CSI) has attracted …

Comparison of trilateration and supervised learning techniques for ble based indoor localization

Location-based service is one of the primary services with high demand on the Internet of
Things (IoT) applications. However, indoor position estimation is challenging due to …

NNT: nearest neighbour trapezoid algorithm for IoT WLAN smart indoor localization leveraging RSSI height estimation

W Arigye, M Zhou, MJ Tahir, W Khalid… - Journal of …, 2021 - Wiley Online Library
Indoor localization as a technique for assisting, or replacing outdoor satellite and cell tower
localization systems, has taken a toll in the recent Internet of Things (IoT) era. This IoT drive …

Smartphone-based indoor localization with bluetooth low energy beacons

Y Zhuang, J Yang, Y Li, L Qi, N El-Sheimy - Sensors, 2016 - mdpi.com
Indoor wireless localization using Bluetooth Low Energy (BLE) beacons has attracted
considerable attention after the release of the BLE protocol. In this paper, we propose an …

Orientation-matched multiple modeling for RSSI-based indoor localization via BLE sensors

M Atashi, P Malekzadeh, M Salimibeni… - 2020 28th European …, 2021 - ieeexplore.ieee.org
Internet of Things (IoT) has penetrated different aspects of our modern life where smart
sensors enabled with Bluetooth Low Energy (BLE) are deployed increasingly within our …

iPos-5G: Indoor positioning via commercial 5G NR CSI

Y Ruan, L Chen, X Zhou, Z Liu, X Liu… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
The fifth-generation (5G) networks have been massively deployed in commerce. The new
features introduced by 5G networks are beneficial to wireless positioning. In this study, the …

Analysis of machine learning algorithms for rfid based 2d indoor localization

S Aravind Raamasamy, P Shanmuga Pradeep… - Computer Networks and …, 2021 - Springer
Nowadays, radio frequency identification (RFID) localization techniques have been widely
used in indoor positioning systems (IPS) due to their low cost and ease of deployment. The …