M Kim, D Han, JKK Rhee - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Radio channel state information (CSI) measured with many receivers is a good resource for localizing a transmitter device with machine learning with a discriminative model. However …
Indoor localization systems predominantly depend on one-dimensional signal measurements, such as the Received Signal Strength Indication (RSSI) from Bluetooth or …
X Wang, L Gao, S Mao - IEEE access, 2017 - ieeexplore.ieee.org
In this paper, we study fingerprinting-based indoor localization in commodity 5-GHz WiFi networks. We first theoretically and experimentally validate three hypotheses on the channel …
Although positioning in both indoor and outdoor environments has been investigated in- depth individually by various means, little attention has been paid to the intersected areas of …
AG Kakisim, Z Turgut, T Atmaca - … on Network of the Future (NoF …, 2023 - ieeexplore.ieee.org
Wi-Fi technology is widely used in indoor positioning systems due to its ubiquitous presence in almost every building and its cost-effectiveness without requiring additional hardware. To …
Indoor 3D positioning is useful in multistory buildings, such as shopping malls, libraries, and airports. This study focuses on indoor 3D positioning using wireless access points (AP) in an …
N Kuxdorf-Alkirata, G Maus… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Passive, device-free indoor localization is a research field that has drawn the attention of many researchers in the last years. A reliable, low-cost and accurate solution that does not …
A Owfi, CC Lin, L Guo, F Afghah… - … 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
Indoor localization has gained significant attention in recent years due to its various applications in smart homes, industrial automation, and healthcare, especially since more …
Various machine learning techniques on indoor localization using radio signals are being rapidly developed to achieve a sub-meter accuracy under noisy and complex environments …