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 on ubiquitous WiFi-based indoor localization system for smartphone users from implementation perspectives

P Roy, C Chowdhury - CCF Transactions on Pervasive Computing and …, 2022 - Springer
Indoor localization has the capability to change the way of providing location-based services
in a closed environment and has more potential than that of GPS if the present shortcomings …

Wi-Fi crowdsourced fingerprinting dataset for indoor positioning

ES Lohan, J Torres-Sospedra, H Leppäkoski, P Richter… - Data, 2017 - mdpi.com
Abstract Benchmark open-source Wi-Fi fingerprinting datasets for indoor positioning studies
are still hard to find in the current literature and existing public repositories. This is unlike …

Long-term WiFi fingerprinting dataset for research on robust indoor positioning

GM Mendoza-Silva, P Richter, J Torres-Sospedra… - Data, 2018 - mdpi.com
WiFi fingerprinting, one of the most popular methods employed in indoor positioning,
currently faces two major problems: lack of robustness to short and long time signal changes …

An explainable hybrid deep learning architecture for WiFi-based indoor localization in Internet of Things environment

Z Turgut, AG Kakisim - Future Generation Computer Systems, 2024 - Elsevier
The indoor positioning service is one of the essential services needed in the Internet of
Things ecosystem. Recently, many researchers have focused on the fingerprinting method …

Computing in the statistics curricula

D Nolan, D Temple Lang - The American Statistician, 2010 - Taylor & Francis
The nature of statistics is changing significantly with many opportunities to broaden the
discipline and its impact on science and policy. To realize this potential, our curricula and …

Deep spectrum cartography: Completing radio map tensors using learned neural models

S Shrestha, X Fu, M Hong - IEEE Transactions on Signal …, 2022 - ieeexplore.ieee.org
The spectrum cartography (SC) technique constructs multi-domain (eg, frequency, space,
and time) radio frequency (RF) maps from limited measurements, which can be viewed as …

Group-lasso on splines for spectrum cartography

JA Bazerque, G Mateos… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
The unceasing demand for continuous situational awareness calls for innovative and large-
scale signal processing algorithms, complemented by collaborative and adaptive sensing …

Comparing the performance of indoor localization systems through the EvAAL framework

F Potortì, S Park, AR Jimenez Ruiz, P Barsocchi… - Sensors, 2017 - mdpi.com
In recent years, indoor localization systems have been the object of significant research
activity and of growing interest for their great expected social impact and their impressive …

A comprehensive and reproducible comparison of clustering and optimization rules in wi-fi fingerprinting

J Torres-Sospedra, P Richter, A Moreira… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Wi-Fi fingerprinting is a well-known technique used for indoor positioning. It relies on a
pattern recognition method that compares the captured operational fingerprint with a set of …