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 …

Techniques for constructing indoor navigation systems for the visually impaired: A review

RN Kandalan, K Namuduri - IEEE Transactions on Human …, 2020 - ieeexplore.ieee.org
Sight is an important sensory input for humans to navigate their surrounding environment
independently. Tasks that are simple for the sighted are often difficult for a visually impaired …

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 …

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 …

The state of the art of deep learning-based Wi-Fi indoor positioning: A review

Y Lin, K Yu, F Zhu, J Bu, X Dua - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
Wi-Fi positioning has drawn great attention in the field of indoor positioning, due to its low
cost, easy deployment, and large positioning range. However, the Wi-Fi signal is highly …

Wireless localization based on deep learning: state of art and challenges

YX Ye, AN Lu, MY You, K Huang… - … Problems in Engineering, 2020 - Wiley Online Library
The problem of position estimation has always been widely discussed in the field of wireless
communication. In recent years, deep learning technology is rapidly developing and …

A semi-supervised 3D indoor localization using multi-kernel learning for WiFi networks

YS Chen, CS Hsu, RS Chung - Sensors, 2022 - mdpi.com
Indoor localization is an important issue for indoor location-based services. As opposed to
the other indoor localization approaches, the radio frequency (RF) based approaches are …

Architecture for continuous authentication in location-based services

H Alamleh, AAS AlQahtani - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
Location-based services are widely used today. The huge growth of location-based services
is enabled by the growth of the usage of mobile devices. Moreover, these devices can sense …

[PDF][PDF] Improving Indoor Localization System Using a Partitioning Technique Based on RSS and ToA

MF Mosleh, FA Abed, ZA Hamza - Journal of Techniques, 2021 - iasj.net
Indoor localization gains attention and is a common topic for researchers recently to find the
person and the other object. Indoor localization was created to correspond with the crowded …

[PDF][PDF] Indoor localization enhancement based on time of arrival using sectoring method

AT Mohammad, MF Mosleh - International Journal of Intelligent …, 2020 - researchgate.net
The indoor wireless communication in general, suffers from several challenges like, signal
reflection, diffraction, and attenuation. With these problems, the error range is increased …