A review of indoor localization techniques and wireless technologies
This paper introduces a review article on indoor localization techniques and technologies.
The paper starts with current localization systems and summarizes comparisons between …
The paper starts with current localization systems and summarizes comparisons between …
Classification of indoor environments for IoT applications: A machine learning approach
Evolving Internet-of-Things (IoT) applications often require the use of sensor-based indoor
tracking and positioning, for which the performance is significantly improved by classifying …
tracking and positioning, for which the performance is significantly improved by classifying …
Indoor localization for IoT using adaptive feature selection: A cascaded machine learning approach
Evolving Internet-of-things applications often require the use of sensor-based indoor
tracking and positioning, for which the performance is significantly improved by identifying …
tracking and positioning, for which the performance is significantly improved by identifying …
Neural-network-assisted UE localization using radio-channel fingerprints in LTE networks
In this paper, a novel fingerprint-based localization technique is proposed, which is
applicable for positioning user equipments (UEs) in cellular communication networks such …
applicable for positioning user equipments (UEs) in cellular communication networks such …
Radio frequency fingerprint identification based on stream differential constellation trace figures
Recently, radio frequency fingerprint (RFF) technique, characterized by unique hardware
impairments, has seen vast attention for specific transmitter identification and authorized …
impairments, has seen vast attention for specific transmitter identification and authorized …
Physical-layer authentication using channel state information and machine learning
KS Germain, F Kragh - 2020 14th International Conference on …, 2020 - ieeexplore.ieee.org
Strong authentication in an interconnected wireless environment continues to be an
important, but sometimes elusive goal. Research in physical-layer authentication using …
important, but sometimes elusive goal. Research in physical-layer authentication using …
A novel localization system in SAR-demining applications using invariant radar channel fingerprints
N Karsch, H Schulte, T Musch, C Baer - Sensors, 2022 - mdpi.com
In this paper, we present a novel two dimensional (2D) frequency-modulated continuous-
wave (FMCW) localization method for handheld systems based on the extraction of …
wave (FMCW) localization method for handheld systems based on the extraction of …
Channel prediction and transmitter authentication with adversarially-trained recurrent neural networks
KS Germain, F Kragh - IEEE Open Journal of the …, 2021 - ieeexplore.ieee.org
As wireless communications and interconnected networks become ubiquitous and relied
upon, they must also remain secure. Advanced communication systems that use techniques …
upon, they must also remain secure. Advanced communication systems that use techniques …
Subscriber location in 5G mmWave networks-machine learning RF pattern matching
JE René, A Salazar, K Beltrán… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
A realistic simulated 5G DM-MIMO wireless network operating at 28 GHz mmWaves has
been deployed using Open Street Maps and Matlab® over the campus of Universidad San …
been deployed using Open Street Maps and Matlab® over the campus of Universidad San …
Exploring symmetry in wireless propagation channels
Wireless communications literature is very rich with empirical studies and measurement
campaigns that study the nature of the wireless propagation channel. However, despite their …
campaigns that study the nature of the wireless propagation channel. However, despite their …