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 …

Improved Particle Filter in Machine Learning-Based BLE Fingerprinting Method to Reduce Indoor Location Estimation Errors

J Qian, J Li, N Komuro, WS Kim, Y Yoo - Future Internet, 2024 - mdpi.com
Indoor position fingerprint-based location estimation methods have been widely used by
applications on smartphones. In these localization estimation methods, it is very popular to …

[HTML][HTML] WiFi Indoor Positioning and Tracking Algorithm Based on Compressive Sensing and Sage-Husa Adaptive Kalman Filter

Y Sun, Y Zhong, C Hu, A Xiong, H Zhao - Open Journal of Applied …, 2024 - scirp.org
Aiming at the problem that the positioning accuracy of WiFi indoor positioning technology
based on location fingerprint has not reached the requirements of practical application, a …