Cnnloc: Deep-learning based indoor localization with wifi fingerprinting

X Song, X Fan, X He, C Xiang, Q Ye… - … Advanced & Trusted …, 2019 - ieeexplore.ieee.org
With the ubiquitous deployment of wireless systems and pervasive availability of smart
devices, indoor localization is empowering numerous location-based services. With the …

Indoor localization based on channel state information

SA Samadh, Q Liu, X Liu… - 2019 IEEE Topical …, 2019 - ieeexplore.ieee.org
Indoor localization has been an important area of research for many years. A more recent
development in this space is towards device-free localization techniques. We present a …

Multiview features fusion and Adaboost based indoor localization on Wifi platform

J Ding, Y Wang, S Fu, H Si, J Zhang… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
With the increasing demand for location-based service (LBS), WiFi-based localization has
attracted considerable attentions due to the wide deployment and low cost of WiFi devices …

AutLoc: Deep autoencoder for indoor localization with RSS fingerprinting

J Liu, N Liu, Z Pan, X You - 2018 10th International Conference …, 2018 - ieeexplore.ieee.org
Wi-Fi based indoor localization has attracted great interest due to its ubiquitous access in
many indoor environments. However, the accuracy is deteriorated by the complex indoor …

Indoor localization using wireless fidelity (WiFi) and bluetooth low energy (BLE) signals

UM Qureshi, Z Umair, GP Hancke - 2019 IEEE 28th …, 2019 - ieeexplore.ieee.org
In this paper, we exploit the wireless signals of the two most common wireless standard
used in indoor environments ie Wireless Fidelity (WiFi) and Bluetooth Low Energy (BLE) for …

Monofi: Efficient indoor localization based on single radio source and minimal fingerprinting

I Fahmy, S Ayman, H Rizk, M Youssef - Proceedings of the 29th …, 2021 - dl.acm.org
Indoor localization is a key component of pervasive and mobile computing. Due to the
widespread use of WiFi technology, WiFi fingerprinting is one of the most widely utilized …

Comparison of rssi-based indoor localization for smart buildings with internet of things

S Sadowski, P Spachos - 2018 IEEE 9th Annual Information …, 2018 - ieeexplore.ieee.org
In many smart building applications, being able to accurately track targets is important to
provide users with knowledge of their surroundings. This can enable robust and efficient …

WiFi-based indoor localization via multi-band splicing and phase retrieval

MB Khalilsarai, S Stefanatos… - 2019 IEEE 20th …, 2019 - ieeexplore.ieee.org
We study the problem of indoor localization using commodity WiFi channel state information
(CSI) measurements. The accuracy of methods developed to address this problem is limited …

Random forest classifier in SDN framework for user-based indoor localization

R Gomes, M Ahsan, A Denton - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
Wireless indoor localization has gained importance over the past few years. Its application
ranges from turning on entertainment devices when we walk in a room to complementing …

Semi-supervised variational autoencoder for WiFi indoor localization

B Chidlovskii, L Antsfeld - 2019 International Conference on …, 2019 - ieeexplore.ieee.org
We address the problem of indoor localization based on WiFi signal strengths. We develop a
semi-supervised deep learning method able to train a prediction model from a small set of …