Research output per year
Research output per year
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Dive into the research topics where Roman Klus is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Deep Learning Based Near-Field Positioning in True-Time-Delay Array Systems
Klus, R., Talvitie, J., Pehlivan, I., Ilter, M. C., Klus, L., Cabric, D. & Valkama, M., 2025, SPAWC 2025 - 2025 IEEE 26th International Workshop on Signal Processing and Artificial Intelligence for Wireless Communications - Proceedings. IEEE, 5 p. (IEEE Workshop on Signal Processing Advances in Wireless Communications).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile2 Citations (Scopus)17 Downloads (Pure) -
Deep Learning for Seamless Location-Awareness in 5G and Beyond Wireless Networks
Klus, R., 2025, Tampere: Tampere University. (Tampere University Dissertations - Tampereen yliopiston väitöskirjat; vol. 1289)Research output: Book/Report › Doctoral thesis › Collection of Articles
Open Access -
Idle-Mode Positioning in mmWave Cellular Networks Through Beam-Level Path Loss Measurements without LOS Detection
Karttunen, A., Klus, R., Valkama, M. & Talvitie, J., Nov 2025, In: IEEE Transactions on Wireless Communications. 24, 11, p. 8952-8968 17 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile3 Downloads (Pure) -
Ml-Based Codebook-Free CSI Feedback: Feature, Architecture, and Loss Design
Klus, L., Talvitie, J., Simona Lohan, E., Klus, R., Tan, B., Cabric, D. & Valkama, M., 2025, SPAWC 2025 - 2025 IEEE 26th International Workshop on Signal Processing and Artificial Intelligence for Wireless Communications - Proceedings. IEEE, 5 p. (IEEE Workshop on Signal Processing Advances in Wireless Communications).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile5 Downloads (Pure) -
Robust NLoS Localization in 5G mmWave Networks: Data-based Methods and Performance
Klus, R., Talvitie, J., Equi, J., Fodor, G., Torsner, J. & Valkama, M., 2025, In: IEEE Transactions on Vehicular Technology. 74, 1, p. 1534-1550Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile11 Citations (Scopus)150 Downloads (Pure)
Datasets
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Supplementary material for "Enabling Dynamic Indoor Localization by Employing Intersection over Union as a Metric"
Klus, L. (Creator), Klus, R. (Creator), Joaquín, T.-S. (Creator), Elena Simona, L. (Creator), Silva, I. (Creator), Pendão, C. (Creator) & Valkama, M. (Creator), Zenodo, 30 Jan 2025
Dataset: Software
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Supplementary materials for "TUJI1 Dataset: Multi-device dataset for indoor localization with high measurement density"
Klus, L. (Creator), Klus, R. (Contributor), Lohan, E. S. (Contributor), Nurmi, J. (Contributor), Granell Canut, C. (Contributor), Valkama, M. (Contributor), Talvitie, J. (Contributor), Casteleyn, S. (Contributor) & Torres-Sospedra, J. (Contributor), Zenodo, 14 Feb 2023
Dataset
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Supplementary materials for "EWOk: Towards Efficient Multidimensional Compression of Indoor Positioning Datasets"
Klus, L. (Creator), Klus, R. (Contributor), Torres-Sospedra, J. (Contributor), Lohan, E. S. (Contributor) & Nurmi, J. (Contributor), Zenodo, 21 May 2023
Dataset
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Supplementary Data and Software for "Robust NLoS Localization in 5G mmWave Networks: Data-based Methods and Performance"
Klus, R. (Contributor), Talvitie, J. (Contributor), Equi, J. (Creator), Fodor, G. (Contributor), Torsner, J. (Contributor) & Valkama, M. E. (Contributor), Zenodo, 25 Jun 2025
Dataset
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Datasets and Supporting Materials for the IPIN 2025 Competition Track 3 (Smartphone-based, off-site)
Torres-Sospedra, J. (Creator), Jimenez Ruiz, A. R. (Creator), Perez-Navarro, A. (Creator), Palumbo, F. (Creator), La Rosa, D. (Creator), Potortì, F. (Creator), Klus, L. (Creator), Klus, R. (Creator), Ometov, A. (Creator), Lohan, E. S. (Creator), Nurmi, J. (Creator) & Ortiz, M. (Creator), Zenodo, 9 Sept 2025
Dataset