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Roman Klus
Roman Klus
Doctoral Researcher, Tampere University
在 tuni.fi 的电子邮件经过验证
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引用次数
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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
312021
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
272020
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
222021
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
152021
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
112022
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
92020
Autoencoder extreme learning machine for fingerprint-based positioning: A good weight initialization is decisive
DPQ Gaibor, L Klus, R Klus, ES Lohan, J Nurmi, M Valkama, J Huerta, ...
IEEE Journal of Indoor and Seamless Positioning and Navigation 1, 53-68, 2023
62023
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
42024
EWOk: Towards Efficient Multidimensional Compression of Indoor Positioning Datasets
L Klus, R Klus, J Torres-Sospedra, ES Lohan, C Granell, J Nurmi
IEEE Transactions on Mobile Computing 23 (5), 3589-3604, 2023
32023
Deep Hypernetwork-based Robust Localization in Millimeter-Wave Networks
R Klus, J Talvitie, B Domae, D Cabric, M Valkama
2024 IEEE 35th International Symposium on Personal, Indoor and Mobile Radio …, 2024
12024
C2R: A Novel Architecture for Boosting Indoor Positioning With Scarce Data
R Klus, J Talvitie, J Torres-Sospedra, D Quezada-Gaibor, S Casteleyn, ...
IEEE Internet of Things Journal, 2024
12024
Enabling Dynamic Indoor Localization by Employing Intersection over Union as a Metric
L Klus, R Klus, J Torres-Sospedra, ES Lohan, I Silva, C Pendão, ...
2024 IEEE 100th Vehicular Technology Conference (VTC2024-Fall), 1-7, 2024
2024
Robust NLoS Localization in 5G mmWave Networks: Data-based Methods and Performance
R Klus, J Talvitie, J Equi, G Fodor, J Torsner, M Valkama
IEEE Transactions on Vehicular Technology, 1 - 16, 2024
2024
Supplementary Data and Software for "Robust NLoS Localization in 5G mmWave Networks: Data-based Methods and Performance"
R Klus, J Talvitie, J Vinogradova, G Fodor, J Torsner, M Valkama
https://zenodo.org/records/12204893, 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
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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