Adaptive localization in dynamic indoor environments by transfer kernel learning

H Zou, Y Zhou, H Jiang, B Huang, L Xie… - 2017 IEEE wireless …, 2017 - ieeexplore.ieee.org
Accurate Location Based Service (LBS) is one of the fundamental but crucial services in the
era of Internet of Things (IoT). WiFi fingerprinting-based Indoor Positioning System (IPS) has …

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 …

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 …

CapsLoc: A robust indoor localization system with WiFi fingerprinting using capsule networks

Q Ye, X Fan, G Fang, H Bie, X Song… - ICC 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
With the unprecedented demand of location-based services in indoor scenarios, wireless
indoor localization is emerging as an essential application for mobile users. While the line-of …

Expectation maximization indoor localization utilizing supporting set for Internet of Things

X Guo, L Li, F Xu, N Ansari - IEEE Internet of Things Journal, 2018 - ieeexplore.ieee.org
With the growth of WLAN infrastructure, received signal strength (RSS) fingerprint-based
WiFi indoor positioning systems have received considerable attention recently. Some …

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 …

WinIPS: WiFi-based non-intrusive indoor positioning system with online radio map construction and adaptation

H Zou, M Jin, H Jiang, L Xie… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
WiFi fingerprinting-based indoor positioning system (IPS) has become the most promising
solution for indoor localization. However, there are two major drawbacks that hamper its …

WiDeep: WiFi-based accurate and robust indoor localization system using deep learning

M Abbas, M Elhamshary, H Rizk… - 2019 IEEE …, 2019 - ieeexplore.ieee.org
Robust and accurate indoor localization has been the goal of several research efforts over
the past decade. Due to the ubiquitous availability of WiFi indoors, many indoor localization …

A novel convolutional neural network based indoor localization framework with WiFi fingerprinting

X Song, X Fan, C Xiang, Q Ye, L Liu, Z Wang… - IEEE …, 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 …

CNN based indoor localization using RSS time-series

M Ibrahim, M Torki, M ElNainay - 2018 IEEE symposium on …, 2018 - ieeexplore.ieee.org
Indoor localization of mobile nodes is receiving great interest due to the recent advances in
mobile devices and the increasing number of location-based services. Fingerprinting based …