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Roman Klus
Roman Klus
Doctoral Researcher, Tampere University
Verified email at tuni.fi
Title
Cited by
Cited by
Year
Neural network fingerprinting and GNSS data fusion for improved localization in 5G
R Klus, J Talvitie, M Valkama
2021 International Conference on Localization and GNSS (ICL-GNSS), 1-6, 2021
242021
Deep learning based localization and HO optimization in 5G NR networks
R Klus, L Klus, D Solomitckii, M Valkama, J Talvitie
2020 International Conference on Localization and GNSS (ICL-GNSS), 1-6, 2020
222020
Transfer learning for convolutional indoor positioning systems
R Klus, L Klus, J Talvitie, J Pihlajasalo, J Torres-Sospedra, M Valkama
2021 International Conference on Indoor Positioning and Indoor Navigation …, 2021
142021
Direct lightweight temporal compression for wearable sensor data
L Klus, R Klus, ES Lohan, C Granell, J Talvitie, M Valkama, J Nurmi
IEEE Sensors Letters 5 (2), 1-4, 2021
132021
Deep learning-based cell-level and beam-level mobility management system
R Klus, L Klus, D Solomitckii, J Talvitie, M Valkama
Sensors 20 (24), 7124, 2020
82020
Machine learning based nlos radio positioning in beamforming networks
R Klus, J Talvitie, J Vinogradova, J Torsner, M Valkama
2022 IEEE 23rd International Workshop on Signal Processing Advances in …, 2022
52022
Auto-Encoder Extreme Learning Machine for Fingerprint-Based Positioning: A Good Weight Initialization is Decisive
D Quezada-Gaibor, L Klus, R Klus, ES Lohan, J Nurmi, M Valkama, ...
IEEE Journal of Indoor and Seamless Positioning and Navigation, 2023
12023
TUJI1 Dataset: Multi-device dataset for indoor localization with high measurement density
L Klus, R Klus, ES Lohan, J Nurmi, C Granell, M Valkama, J Talvitie, ...
Data in Brief 54, 110356, 2024
2024
Supplementary materials for "EWOk: Towards Efficient Multidimensional Compression of Indoor Positioning Datasets"
L Klus, R Klus, J Torres-Sospedra, ES Lohan, J Nurmi
https://zenodo.org/records/7954926, 2023
2023
EWOk: Towards Efficient Multidimensional Compression of Indoor Positioning Datasets (Epub ahead of print)
L Klus, R Klus, J Torres-Sospedra, ES Lohan, C Granell, J Nurmi
Institute of Electrical and Electronics Engineers Inc., 2023
2023
Supplementary materials for "TUJI1 Dataset: Multi-device dataset for indoor localization with high measurement density"
L Klus, R Klus, ES Lohan, J Nurmi, C Granell Canut, M Valkama, J Talvitie, ...
https://zenodo.org/records/7641701, 2023
2023
CONSUMER AWARENESS OF PRIVACY AS-PECTS IN AR MOBILE APPLICATIONS
L Klus, R Klus, C Maguire
Emerging Technology Adoption and Use, 38, 0
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Articles 1–12