A survey of deep learning approaches for WiFi-based indoor positioning

X Feng, KA Nguyen, Z Luo - Journal of Information and …, 2022 - Taylor & Francis
One of the most popular approaches for indoor positioning is WiFi fingerprinting, which has
been intrinsically tackled as a traditional machine learning problem since the beginning, to …

A train positioning method based on received signal strength for urban rail transit

RW Wang, J Xun, B Ning, XY Ji - Systems science & control …, 2019 - Taylor & Francis
In recent years, urban rail transit has been developing rapidly, which provides great
convenience for passengers. Consequently more and more wireless hot spots are set up …

Augmenting visual SLAM with Wi-Fi sensing for indoor applications

ZS Hashemifar, C Adhivarahan, A Balakrishnan… - Autonomous …, 2019 - Springer
Recent trends have accelerated the development of spatial applications on mobile devices
and robots. These include navigation, augmented reality, human–robot interaction, and …

Multiple simultaneous Wi-Fi measurements in fingerprinting indoor positioning

A Moreira, I Silva, F Meneses… - 2017 International …, 2017 - ieeexplore.ieee.org
The accuracy of fingerprinting-based positioning methods accuracy is limited by the
fluctuations in the radio signal intensity mainly due to reflections, refractions, and multipath …

Revisiting the analysis of hyperparameters in k-nn for wi-fi and ble fingerprinting: Current status and general results

C Rodriguez-Martinez… - … Conference on Indoor …, 2021 - ieeexplore.ieee.org
Wi-Fi Fingerprinting is a very popular technique in the field of indoor positioning, since the
release of Microsoft RADAR system back in 2000. Since that milestone, the vast majority of …

Autonomous WiFi fingerprinting for indoor localization

S Dai, L He, X Zhang - 2020 ACM/IEEE 11th International …, 2020 - ieeexplore.ieee.org
WiFi-based indoor localization has received extensive attentions from both academia and
industry. However, the overhead of constructing and maintaining the WiFi fingerprint map …

[HTML][HTML] Analysis of received signal strength quantization in fingerprinting localization

S Khandker, J Torres-Sospedra, T Ristaniemi - Sensors, 2020 - mdpi.com
In recent times, Received Signal Strength (RSS)-based Wi-Fi fingerprinting localization has
become one of the most promising techniques for indoor localization. The primary aim of …

Implementation of an indoor position detecting system using mean BLE RSSI for moving omnidirectional access point robot

A Toyama, K Mitsugi, K Matsuo, E Kulla… - Complex, Intelligent and …, 2021 - Springer
Recently, various communication technologies have been developed in order to satisfy the
requirements of many users. Especially, mobile communication technology continues to …

WISDOM: WIreless sensing-assisted distributed online mapping

C Adhivarahan, K Dantu - 2019 International Conference on …, 2019 - ieeexplore.ieee.org
Spatial sensing is a fundamental requirement for applications in robotics and augmented
reality. In urban spaces such as malls, airports, apartments, and others, it is quite …

Implementation of a moving omnidirectional access point robot and a position detecting system

A Toyama, K Mitsugi, K Matsuo, L Barolli - Innovative Mobile and Internet …, 2021 - Springer
Recently, various communication technologies have been developed in order to satisfy the
requirements of many users. Especially, mobile communication technology continues to …