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 …

An improved BPNN method based on probability density for indoor location

R Fei, Y Guo, J Li, B Hu, L Yang - IEICE TRANSACTIONS on …, 2023 - search.ieice.org
With the widespread use of indoor positioning technology, the need for high-precision
positioning services is rising; nevertheless, there are several challenges, such as the …

Membrane fouling prediction based on tent-SSA-BP

G Ling, Z Wang, Y Shi, J Wang, Y Lu, L Li - Membranes, 2022 - mdpi.com
In view of the difficulty in obtaining the membrane bioreactor (MBR) membrane flux in real
time, considering the disadvantage of the back propagation (BP) network in predicting MBR …

Artificial intelligence evaluation for mathematics teaching in colleges under the guidance of wireless network

Z Chen - Mobile information systems, 2022 - Wiley Online Library
Comprehensively improving the quality of teaching is the highlight of current higher
education. Also, it meets the basic needs of China's current transformation into a country for …

An improved indoor location algorithm based on backpropagation neural network

Y **e, T Wang, Z **ng, H Huan, Y Zhang… - Arabian Journal for …, 2022 - Springer
Due to the complexity of indoor environments, there are still some problems in indoor
positioning, such as low position calculation efficiency and positioning accuracy. To solve …

Deep learning applications with practical measured results in electronics industries

MF Horng, HY Kung, CH Chen, FJ Hwang - Electronics, 2020 - mdpi.com
This editorial introduces the Special Issue, entitled “Deep Learning Applications with
Practical Measured Results in Electronics Industries”, of Electronics. Topics covered in this …

A 3D mobile positioning method based on deep learning for hospital applications

Q Zhang, Y Wang - EURASIP Journal on Wireless Communications and …, 2020 - Springer
In this study, a 3D positioning method is proposed for hospital applications, such as
navigation within a hospital building. It employs deep learning algorithms to analyze the …

Nonstationary Network Traffic Prediction With RevIN-based LSTM

Z Liu, X Guo, Y Yao, Y Chen, X Yang, J Li - Proceedings of the 2023 13th …, 2023 - dl.acm.org
With the continuous development of the Internet, the need to optimize the network structure
and ensure its stable operation has become a pressing issue in the network. Consequently …

Exploration of Reform and Development Countermeasures of Music Education in the Context of Big Data Education Culture

J Wang, H Zheng - … International Journal of Philosophy of Culture …, 2025 - culturajournal.com
Practicality is the focus and difficulty of the current school teaching reform. The practical
teaching reform of music education in universities has lasted for more than ten years, and …