Train Once, Locate Anytime for Anyone: Adversarial Learning-based Wireless Localization

D Li, J Xu, Z Yang, C Tang - ACM Transactions on Sensor Networks, 2024 - dl.acm.org
Among numerous indoor localization systems, WiFi fingerprint-based localization has been
one of the most attractive solutions, which is known to be free of extra infrastructure and …

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 …

Siamese neural encoders for long-term indoor localization with mobile devices

S Tiku, S Pasricha - 2022 Design, Automation & Test in Europe …, 2022 - ieeexplore.ieee.org
WiFi fingerprinting-based indoor localization on smartphones is an emerging application
domain for enhanced positioning and tracking of people and assets within indoor locales …

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 …

Adaptive device-free localization in dynamic environments through adaptive neural networks

R Zhou, H Hou, Z Gong, Z Chen, K Tang… - IEEE Sensors …, 2020 - ieeexplore.ieee.org
Device-free localization based on WiFi Channel State Information (CSI) has attracted
considerable attention in recent years. Many of the schemes are learning-based, among …

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 …

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 …

Enhancing WiFi fingerprinting localization through a co-teaching approach using crowdsourced sequential RSS and IMU data

Z Xu, B Huang, B Jia, G Mao - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
Crowdsourcing dramatically benefits WiFi fingerprinting localization in reducing the costs of
collecting received signal strength (RSS) data during offline site survey and has gained …

DeFi: Robust training-free device-free wireless localization with WiFi

L Zhang, Q Gao, X Ma, J Wang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Many emerging applications, such as security surveillance and smart healthcare, have
incubated the device-free localization (DFL) technique, which could estimate the location of …

Fidora: Robust WiFi-based indoor localization via unsupervised domain adaptation

X Chen, H Li, C Zhou, X Liu, D Wu… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Emerging Internet of Things (IoT) applications, such as cashier-less shopping, mobile ads
targeting, and geo-based augmented reality (AR), are expected to bring us much more …