A tutorial on environment-aware communications via channel knowledge map for 6G

Y Zeng, J Chen, J Xu, D Wu, X Xu, S Jin… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Sixth-generation (6G) mobile communication networks are expected to have dense
infrastructures, large antenna size, wide bandwidth, cost-effective hardware, diversified …

A survey of enabling technologies for network localization, tracking, and navigation

C Laoudias, A Moreira, S Kim, S Lee… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
Location information for events, assets, and individuals, mostly focusing on two dimensions
so far, has triggered a multitude of applications across different verticals, such as consumer …

CSI-based fingerprinting for indoor localization: A deep learning approach

X Wang, L Gao, S Mao, S Pandey - IEEE transactions on …, 2016 - ieeexplore.ieee.org
With the fast-growing demand of location-based services in indoor environments, indoor
positioning based on fingerprinting has attracted significant interest due to its high accuracy …

Wi-Fi fingerprint-based indoor positioning: Recent advances and comparisons

S He, SHG Chan - IEEE Communications Surveys & Tutorials, 2015 - ieeexplore.ieee.org
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 …

Indoor intelligent fingerprint-based localization: Principles, approaches and challenges

X Zhu, W Qu, T Qiu, L Zhao… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
With the rapid development of Internet of Things (IoT) technology, location-based services
have been widely applied in the construction of smart cities. Satellite-based location …

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 …

ConFi: Convolutional neural networks based indoor Wi-Fi localization using channel state information

H Chen, Y Zhang, W Li, X Tao, P Zhang - Ieee Access, 2017 - ieeexplore.ieee.org
As the technique that determines the position of a target device based on wireless
measurements, Wi-Fi localization is attracting increasing attention due to its numerous …

A meta-review of indoor positioning systems

GM Mendoza-Silva, J Torres-Sospedra, J Huerta - Sensors, 2019 - mdpi.com
An accurate and reliable Indoor Positioning System (IPS) applicable to most indoor
scenarios has been sought for many years. The number of technologies, techniques, and …

Wireless RSSI fingerprinting localization

S Yiu, M Dashti, H Claussen, F Perez-Cruz - Signal Processing, 2017 - Elsevier
Localization has attracted a lot of research effort in the last decade due to the explosion of
location based service (LBS). In particular, wireless fingerprinting localization has received …

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 …