Wi-Fi fingerprint-based indoor positioning: Recent advances and comparisons
The growing commercial interest in indoor location-based services (ILBS) has spurred
recent development of many indoor positioning techniques. Due to the absence of Global …
recent development of many indoor positioning techniques. Due to the absence of Global …
Modern WLAN fingerprinting indoor positioning methods and deployment challenges
A Khalajmehrabadi, N Gatsis… - … Surveys & Tutorials, 2017 - ieeexplore.ieee.org
Wireless local area networks (WLANs) have become a promising choice for indoor
positioning as the only existing and established infrastructure, to localize the mobile and …
positioning as the only existing and established infrastructure, to localize the mobile and …
MetaLoc: Learning to learn wireless localization
Existing localization methods that intensively leverage the environment-specific received
signal strength (RSS) or channel state information (CSI) of wireless signals are rather …
signal strength (RSS) or channel state information (CSI) of wireless signals are rather …
Location of Things (LoT): A review and taxonomy of sensors localization in IoT infrastructure
Internet of Things (IoT) is a novel design paradigm, intended as a network of billions to
trillions of tiny sensors communicating with each other to offer innovative solutions to real …
trillions of tiny sensors communicating with each other to offer innovative solutions to real …
Indoor localization system based on hybrid Wi-Fi/BLE and hierarchical topological fingerprinting approach
RC Luo, TJ Hsiao - IEEE Transactions on Vehicular Technology, 2019 - ieeexplore.ieee.org
Wi-Fi-based localization using received signal strength (RSS) with pedestrian dead
reckoning (PDR) algorithm is widely used to track pedestrians in indoor environments …
reckoning (PDR) algorithm is widely used to track pedestrians in indoor environments …
Indoor positioning based on fingerprint-image and deep learning
Wi-Fi and magnetic field fingerprinting have been a hot topic in indoor positioning
researches because of their ubiquity and location-related features. Wi-Fi signals can provide …
researches because of their ubiquity and location-related features. Wi-Fi signals can provide …
Non-GPS positioning systems: A survey
ZB Tariq, DM Cheema, MZ Kamran… - ACM Computing Surveys …, 2017 - dl.acm.org
An enormous amount of research has been conducted in the area of positioning systems
and thus it calls for a detailed literature review of recent localization systems. This article …
and thus it calls for a detailed literature review of recent localization systems. This article …
TransLoc: A heterogeneous knowledge transfer framework for fingerprint-based indoor localization
Transfer learning algorithms (TLAs) are often used to solve the distribution discrepancy
issue in fingerprint-based indoor localization. However, existing TLAs cannot react well to …
issue in fingerprint-based indoor localization. However, existing TLAs cannot react well to …
Pseudo label-driven federated learning-based decentralized indoor localization via mobile crowdsourcing
Received signal strength (RSS) fingerprint-based indoor localization has received
increasing popularity over the past decades. However, it suffers from the high calibration …
increasing popularity over the past decades. However, it suffers from the high calibration …
A joint indoor WLAN localization and outlier detection scheme using LASSO and elastic-net optimization techniques
In this paper, we introduce two indoor Wireless Local Area Network (WLAN) positioning
methods using augmented sparse recovery algorithms. These schemes render a sparse …
methods using augmented sparse recovery algorithms. These schemes render a sparse …