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2020 – today
- 2024
[j3]Roman Klus
, Jukka Talvitie, Joaquín Torres-Sospedra, Darwin Quezada-Gaibor, Sven Casteleyn, Danijela Cabric, Mikko Valkama:
C2R: A Novel ANN Architecture for Boosting Indoor Positioning With Scarce Data. IEEE Internet Things J. 11(20): 32868-32882 (2024)- [j2]Lucie Klus, Roman Klus, Joaquín Torres-Sospedra, Elena Simona Lohan, Carlos Granell, Jari Nurmi:
EWOk: Towards Efficient Multidimensional Compression of Indoor Positioning Datasets. IEEE Trans. Mob. Comput. 23(5): 3589-3604 (2024) - 2023
- [d2]Lucie Klus, Roman Klus, Elena Simona Lohan, Jari Nurmi, Carlos Granell-Canut, Mikko Valkama, Jukka Talvitie, Sven Casteleyn, Joaquín Torres-Sospedra:
Supplementary materials for "TUJI1 Dataset: Multi-device dataset for indoor localization with high measurement density". Zenodo, 2023
- [d1]Lucie Klus, Roman Klus, Joaquín Torres-Sospedra, Elena Simona Lohan, Jari Nurmi:
Supplementary materials for "EWOk: Towards Efficient Multidimensional Compression of Indoor Positioning Datasets". Zenodo, 2023 - 2022
- [c4]Roman Klus, Jukka Talvitie, Julia Vinogradova, Johan Torsner, Mikko Valkama:
Machine Learning Based NLOS Radio Positioning in Beamforming Networks. SPAWC 2022: 1-5 - 2021
- [c3]Roman Klus, Jukka Talvitie, Mikko Valkama:
Neural Network Fingerprinting and GNSS Data Fusion for Improved Localization in 5G. ICL-GNSS 2021: 1-6 - [c2]Roman Klus, Lucie Klus, Jukka Talvitie, Jaakko Pihlajasalo, Joaquín Torres-Sospedra, Mikko Valkama:
Transfer Learning for Convolutional Indoor Positioning Systems. IPIN 2021: 1-8 - 2020
- [j1]Roman Klus, Lucie Klus, Dmitrii Solomitckii, Jukka Talvitie, Mikko Valkama:
Deep Learning-Based Cell-Level and Beam-Level Mobility Management System. Sensors 20(24): 7124 (2020) - [c1]Roman Klus, Lucie Klus, Dmitrii Solomitckii, Mikko Valkama, Jukka Talvitie:
Deep Learning Based Localization and HO Optimization in 5G NR Networks. ICL-GNSS 2020: 1-6
Coauthor Index
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