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 …

An indoor positioning method based on UWB and visual fusion

P Peng, C Yu, Q Xia, Z Zheng, K Zhao, W Chen - Sensors, 2022 - mdpi.com
Continuous positioning and tracking of multi-pedestrian targets is a common concern for
large indoor space security, emergency evacuation, location services, and other application …

A spatial–temporal positioning algorithm using residual network and LSTM

R Wang, H Luo, Q Wang, Z Li, F Zhao… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the ever-increasing demand for location-based services in the indoor environments, Wi-
Fi-based positioning technology has attracted much attention in decades of years because …

A robust Wi-Fi fingerprint positioning algorithm using stacked denoising autoencoder and multi-layer perceptron

R Wang, Z Li, H Luo, F Zhao, W Shao, Q Wang - Remote Sensing, 2019 - mdpi.com
With the increasing demand for location-based services, Wi-Fi-based indoor positioning
technology has attracted much attention in recent years because of its ubiquitous …

Federated KNN-based privacy-preserving position recommendation for indoor consumer applications

PS Varma, V Anand, PK Donta - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Indoor positioning (IP) has attracted significant demand in diverse smart indoor consumer
electronics applications like domotics appliances, automated energy management, patient …

A low energy IoT application using beacon for indoor localization

F Pascale, EA Adinolfi, M Avagliano, V Giannella… - Applied Sciences, 2021 - mdpi.com
In recent years, a great number of applications in Internet of Things (IoT) have been
developed. In this context, many methodologies and technologies are used for several …

Automatic radio map creation in a fingerprinting‐based BLE/UWB localisation system

M Kolakowski - IET Microwaves, Antennas & Propagation, 2020 - Wiley Online Library
One of the most popular localisation algorithms used in radio localisation systems is
fingerprinting. The method has significant advantages: its implementation is easy and since …

ReMAPP: reverse multilateration based access point positioning using multivariate regression for indoor localization in smart buildings

PS Varma, V Anand - Telecommunication Systems, 2023 - Springer
Indoor localization has attracted significant demand in diverse smart building applications
like automated energy management, patient tracking in hospitals, industrial indoor …

WiFi-based indoor positioning by random forest and adjusted cosine similarity

J Gao, X Li, Y Ding, Q Su, Z Liu - 2020 Chinese Control And …, 2020 - ieeexplore.ieee.org
WiFi based indoor positioning technology is very popular due to no additional hardware.
WiFi location fingerprint is widely used for WiFi-based indoor positioning system. They are …

Indoor positioning based on RSS fingerprinting in a LTE network: method based on genetic algorithms

S Lembo, S Horsmanheimo… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
We study the performance of a composite positioning method based on Genetic Algorithms
(GA) for determining the position of an indoor user using Radio Signal Strength (RSS) …