New trends in indoor positioning based on WiFi and machine learning: A systematic review

V Bellavista-Parent, J Torres-Sospedra… - 2021 International …, 2021 - ieeexplore.ieee.org
Currently there is no standard indoor positioning system, similar to outdoor GPS. However,
WiFi signals have been used in a large number of proposals to achieve the above …

Comprehensive analysis of applied machine learning in indoor positioning based on wi-fi: An extended systematic review

V Bellavista-Parent, J Torres-Sospedra… - Sensors, 2022 - mdpi.com
Nowadays, there are a multitude of solutions for indoor positioning, as opposed to standards
for outdoor positioning such as GPS. Among the different existing studies on indoor …

Network-aware RF-energy harvesting for designing energy efficient IoT networks

A Singh, S Redhu, B Beferull-Lozano, RM Hegde - Internet of Things, 2023 - Elsevier
Energy Harvesting plays a crucial role in improving the network lifetime of an IoT application.
Radio Frequency (RF) energy is one of the most prominent ambient energy sources …

An efficient approach of improving path loss models for future mobile networks in enclosed indoor environments

MK Elmezughi, TJ Afullo - IEEE Access, 2021 - ieeexplore.ieee.org
Path loss is the primary factor that determines the overall coverage of networks. Designing
reliable wireless communication systems requires accurate path loss prediction models …

Smart face mask with an integrated heat flux sensor for fast and remote people's healthcare monitoring

M Lazaro, A Lazaro, R Villarino, D Girbau - Sensors, 2021 - mdpi.com
The COVID-19 pandemic has highlighted a large amount of challenges to address. To
combat the spread of the virus, several safety measures, such as wearing face masks, have …

Reinforcement learning for joint detection and mapping using dynamic UAV networks

A Guerra, F Guidi, D Dardari… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Dynamic radar networks (DRNs), usually composed of flying unmanned aerial vehicles
(UAVs), have recently attracted great interest for time-critical applications, such as search …

Path loss measurement and modeling of 5G network in emergency indoor stairwell at 3.7 and 28 GHz

MA Samad, DY Choi, K Choi - PloS one, 2023 - journals.plos.org
Research on path loss in indoor stairwells for 5G networks is currently insufficient. However,
the study of path loss in indoor staircases is essential for managing network traffic quality …

Fast localization with unknown transmit power and path-loss exponent in WSNs based on RSS measurements

LAC Najarro, I Song, S Tomic… - IEEE Communications …, 2020 - ieeexplore.ieee.org
Unlike most studies assuming exact knowledge of the transmit power and path-loss
exponent, we address the localization problem under a more practical assumption that the …

[Retracted] Research on Sports Performance Prediction Based on BP Neural Network

S Yang, L Luo, B Tan - Mobile Information Systems, 2021 - Wiley Online Library
Artificial neural network has the advantages of self‐training and fault tolerance, while BP
neural network has simple learning algorithms and powerful learning capabilities. The BP …

The Current Progress and Future Prospects of Path Loss Model for Terrestrial Radio Propagation

J Wang, Y Hao, C Yang - Electronics, 2023 - mdpi.com
The radio channel model is a major factor supporting the whole life cycle of the terrestrial
radio system, including the demonstration, design, validation, operation, and so on. To …