Deep learning-based indoor localization using multi-view BLE signal

A Koutris, T Siozos, Y Kopsinis, A Pikrakis, T Merk… - Sensors, 2022 - mdpi.com
In this paper, we present a novel Deep Neural Network-based indoor localization method
that estimates the position of a Bluetooth Low Energy (BLE) transmitter (tag) by using the …

Digitalization in the event industry: a bibliometric analysis

A Romanova - EuroMed Journal of Business, 2024 - emerald.com
Purpose The paper aims to provide an overview of the state-of-the-art of the event industry in
the context of digitalization to understand how digital technologies change the event industry …

Location Prediction Using Bayesian Optimization LSTM for RIS-Assisted Wireless Communications

X Hu, Y Tian, YH Kho, B Xiao, Q Li… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Reconfigurable intelligent surface (RIS) represent a novel form of electromagnetic
metamaterial that have been extensively studied for user equipment (UE) positioning by …

Deepble: Generalizing rssi-based localization across different devices

H Agarwal, N Sanghvi, V Roy, K Kitani - arXiv preprint arXiv:2103.00252, 2021 - arxiv.org
Accurate smartphone localization (< 1-meter error) for indoor navigation using only RSSI
received from a set of BLE beacons remains a challenging problem, due to the inherent …

Experimental Study of Bluetooth Indoor Positioning Using RSS and Deep Learning Algorithms

C Wu, IC Wong, Y Wang, W Ke, X Yang - Mathematics, 2024 - mdpi.com
Indoor wireless positioning has long been a dynamic field of research due to its broad
application range. While many commercial products have been developed, they often are …

[PDF][PDF] Smartphone Localization for Indoor Pedestrian Navigation

V Roy - 2022 - ri.cmu.edu
Global positioning system (GPS) interfacing with applications such as Google Maps has
proven very useful for navigation in outdoor open settings. However in crowded metropolitan …

Indoor Location: study on the IEEE 802.11 Fine Timing Measurement standard

J Henry - 2021 - theses.hal.science
Indoor location remains challenging. GPS and cellular signals do not alwayspenetrate
buildings well, and legacy techniques that relied in Wi-Fi broadcasts have lost their luster …

Crowdsourcing-based high-precision Bluetooth indoor location method for adapting to environmental dynamics

X Hu, L Chen, X Lian, T Wang… - 2023 IEEE 98th Vehicular …, 2023 - ieeexplore.ieee.org
Numerous data-driven Bluetooth-based location methods have demonstrated favorable
location outcomes in recent years. However, the robustness of the location model has not …

Soft Computing Techniques for Physical Layer Security of IoT Devices

C Ismayil Siyad, S Tamilselvan - … Techniques in Data Science, IoT and …, 2021 - Springer
Abstract Internet of Things (IoT) is an archetype of the Internet where the devices are
connecting each other utilizing the Internet. Due to the enormous attention from industries …

A Comparative Study of Bluetooth Indoor Positioning by Using RSS and Machine Learning Algorithms

C Wu, Y Wang, W Ke, X Yang - Proceedings of the 2023 9th International …, 2023 - dl.acm.org
This paper presents a comparative study that explores the use of Bluetooth technology for
indoor positioning by measuring Received Signal Strength (RSS). It assesses how effective …