Random forest and WiFi fingerprint-based indoor location recognition system using smart watch

S Lee, J Kim, N Moon - Human-centric computing and information …, 2019 - Springer
Various technologies such as WiFi, Bluetooth, and RFID are being used to provide indoor
location-based services (LBS). In particular, a WiFi base using a WiFi AP already installed in …

Constrained ESKF for UAV positioning in indoor corridor environment based on IMU and WiFi

Z Li, Y Zhang - Sensors, 2022 - mdpi.com
The indoor autonomous navigation of unmanned aerial vehicles (UAVs) is the current
research hotspot. Unlike the outdoor broad environment, the indoor environment is unknown …

Towards a better indoor positioning system: A location estimation process using artificial neural networks based on a semi-interpolated database

B Sulaiman, E Natsheh, S Tarapiah - Pervasive and Mobile Computing, 2022 - Elsevier
Abstract The Wi-Fi-fingerprinting positioning method is used widely in indoor positioning
environments due to its simplicity and wide coverage. However, in the offline phase of the …

BPNN based indoor fingerprinting localization algorithm against environmental fluctuations

Y Xie, K Wang, H Huan - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
For mobile users, the ability to accurately acquire their own location is critical. By locating,
mobile users can get information about their environment and access location-related …

[PDF][PDF] Wireless Positioning: Technologies, Applications, Challenges, and Future Development Trends

X Li, H Pang, G Li, J Jiang, H Zhang… - … -Computer Modeling in …, 2024 - researchgate.net
The development of the fifth-generation (5G) mobile communication systems has entered
into the stage of commercialization. 5G has the characteristics of high data rate, low latency …

Crowdsourced indoor positioning with scalable WiFi augmentation

Y Dong, G He, T Arslan, Y Yang, Y Ma - Sensors, 2023 - mdpi.com
In recent years, crowdsourcing approaches have been proposed to record the WiFi signals
annotated with the location of the reference points (RPs) extracted from the trajectories of …

Learning features for writer retrieval and identification using triplet CNNs

M Keglevic, S Fiel, R Sablatnig - 2018 16th International …, 2018 - ieeexplore.ieee.org
This paper presents a method for writer retrieval and identification using a feature descriptor
learned by a Convolutional Neural Network. Instead of using a network for classification, we …

Children tracking system based on zigbee wireless network and neural network

N Ahmed, SK Gharghan, AH Mutlag… - Journal of …, 2023 - journal.mtu.edu.iq
The safety of children is one of the fundamental concerns of parents. Recently, child
kidnapping has increased by a large percentage, some children have been found, and …

Position estimation of radio source based on fingerprinting with physical wireless parameter conversion sensor networks

M Oda, O Takyu, M Ohta, T Fujii, K Adachi - IEEE Access, 2023 - ieeexplore.ieee.org
Establishing a highly accurate positioning of radio sources for radio wave monitoring and
frequency spectrum sharing is attracting considerable attention. Because the positioning …

An Indoor Location Method Based on Features Optimization for Different Regions With Improved Curve Smoothness Index

Y Yuan, X Yang, Q Lu, Y Guo, Z Liu… - IEEE Sensors …, 2023 - ieeexplore.ieee.org
Traditional Wi-Fi-based indoor localization techniques are susceptible to different
environments. Furthermore, the Wi-Fi fingerprint method is low efficient for localization with …