Roman Klus

Neural Network Fingerprinting and GNSS Data Fusion for Improved Localization in 5G

Roman Klus, Jukka Talvitie, Mikko Valkama · 2021 · 29 citations

User Positioning, Engineering, Machine Learning +17

Deep Learning Based Localization and HO Optimization in 5G NR Networks

Roman Klus, Lucie Klus, Dmitrii Solomitckii et al. · 2020 · 27 citations · Full text

Engineering, Machine Learning, Localization Technique +19

Transfer Learning for Convolutional Indoor Positioning Systems

Roman Klus, Lucie Klus, Jukka Talvitie et al. · 2021 · 20 citations · Full text

Neural Network Solution, Prediction Speed, Machine Vision +15

Direct Lightweight Temporal Compression for Wearable Sensor Data

Lucie Klus, Roman Klus, Elena Simona Lohan et al. · IEEE Sensors Letters · 2021 · 17 citations · Full text

Lossy Compression, Lossy Compression Method, Engineering +16

Machine Learning Based NLOS Radio Positioning in Beamforming Networks

Roman Klus, Jukka Talvitie, Julia Vinogradova et al. · 2022 IEEE 23rd International Workshop on Signal Processing Advances in Wireless Communication (SPAWC) · 2022 · 10 citations