On indoor localization using WiFi, BLE, UWB, and IMU technologies

SG Leitch, QZ Ahmed, WB Abbas, M Hafeez… - Sensors, 2023 - mdpi.com
Indoor localization is a key research area and has been stated as a major goal for Sixth
Generation (6G) communications. Indoor localization faces many challenges, such as harsh …

FedHIL: Heterogeneity resilient federated learning for robust indoor localization with mobile devices

D Gufran, S Pasricha - ACM Transactions on Embedded Computing …, 2023 - dl.acm.org
Indoor localization plays a vital role in applications such as emergency response,
warehouse management, and augmented reality experiences. By deploying machine …

C2R: A Novel Architecture for Boosting Indoor Positioning With Scarce Data

R Klus, J Talvitie, J Torres-Sospedra… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
Improving the performance of artificial neural network (ANN) regression models on small or
scarce data sets, such as wireless network positioning data, can be realized by simplifying …

SALLoc: An Accurate Target Localization In Wifi-Enabled Indoor Environments Via Sae-Alstm

SL Ayinla, A Abd Aziz, M Drieberg - IEEE Access, 2024 - ieeexplore.ieee.org
Developing a reliable and accurate indoor localization system is a crucial step for creating a
seamless and interactive user-device experience in nearly all intelligent internet of things …

Indoor Location Fingerprinting Privacy: A Comprehensive Survey

A Fathalizadeh, V Moghtadaiee, M Alishahi - arXiv preprint arXiv …, 2024 - arxiv.org
The pervasive integration of Indoor Positioning Systems (IPS) arises from the limitations of
Global Navigation Satellite Systems (GNSS) in indoor environments, leading to the …

Recent Advances in WSN-based Indoor Localization: A Systematic Review of Emerging Technologies, Methods, Challenges and Trends

NS Ahmad - IEEE Access, 2024 - ieeexplore.ieee.org
Indoor localization (IL) systems are crucial for enhancing operational efficiency, safety, and
user experience by allowing precise tracking of objects, robots, or individuals within various …

Fis-one: Floor identification system with one label for crowdsourced rf signals

W Zhuo, KH Chiu, J Chen, Z Zhao… - 2023 IEEE 43rd …, 2023 - ieeexplore.ieee.org
Floor labels of crowdsourced RF signals are crucial for many smart-city applications, such as
multi-floor indoor localization, geofencing, and robot surveillance. To build a prediction …

WiFi fingerprint correction for indoor localization based on distance metric learning

Q Shen, Y Cui - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
Over the past few years, WIFI indoor localization has attracted a lot of attention, particularly
due to people spending increasing amounts of time indoors. Nonetheless, achieving …

CBWF: A lightweight circular boundary based WiFi fingerprinting localization system

Y Tao, B Huang, L Zhao, W Wang - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
As a promising indoor localization technology, WiFi fingerprint-based localization
encounters many issues that need to be addressed urgently, such as high-overhead …

Augmentation of Fingerprints for Indoor BLE Localization Using Conditional GANs

SA Junoh, JY Pyun - IEEE Access, 2024 - ieeexplore.ieee.org
Location estimation in indoor environments using radiofrequency (RF) has garnered
considerable attention in recent years owing to the widespread adoption of mobile devices …