Framework for the Machine Learning Based Wireless Sensing of the Electromagnetic Properties of Indoor Materials T Kocevska, T Javornik, A Švigelj, A Hrovat Electronics 10 (22), 2843, 2021 | 5 | 2021 |
Identification of indoor radio environment properties from channel impulse response with machine learning models T Kocevska, T Javornik, A Švigelj, A Rashkovska, A Hrovat Electronics 12 (12), 2746, 2023 | 3 | 2023 |
3D indoor environment charactirazation based on radio scanning: Initial idea and methodolgy A Hrovat, K Guam, T Kocevska, T Javornik 2019 23rd International Conference on Applied Electromagnetics and …, 2019 | 3 | 2019 |
Angle of Arrival Estimation Using IEEE 802.15. 4 TSCH Protocol G Morano, A Simončič, T Kocevska, T Javornik, A Hrovat 2023 IEEE 34th Annual International Symposium on Personal, Indoor and Mobile …, 2023 | 2 | 2023 |
Comparison of machine learning models for predicting indoor materials from channel impulse response T Kocevska, T Javornik, A Švigelj, K Guan, A Rashkovska, A Hrovat 2022 International Conference on Software, Telecommunications and Computer …, 2022 | 2 | 2022 |
Integrated Communications and Sensing in Terahertz Band: A Propagation Channel Perspective A Hrovat, A Simončič, T Kocevska, G Morano, A Švigelj, T Javornik Journal of Communications Software and Systems 20 (1), 23-37, 2024 | 1 | 2024 |
Experimental Validation of UWB CIR Estimation with VNA Measurements in Indoor Scenario M Murko, A Simončič, A Hrovat, T Kocevska, L Zmrzlak, T Mlinar, ... 2024 7th International Balkan Conference on Communications and Networking …, 2024 | | 2024 |
Near-field Beam Steering with Planar Antenna Array A Simončič, A Hrovat, G Morano, T Kocevska, T Javornik arXiv preprint arXiv:2403.16573, 2024 | | 2024 |
Distance-and Angle-Based Hybrid Localization Integrated in the IEEE 802.15. 4 TSCH Communication Protocol G Morano, A Simončič, T Kocevska, T Javornik, A Hrovat Sensors 24 (12), 3925, 2024 | | 2024 |
Impact of Room Size on Machine Larning-based Material Prediction using Channel Impulse Response T Kocevska, T Javornik, A Švigelj, K Guan, A Rashkovska, A Hrovat 2023 30th International Conference on Systems, Signals and Image Processing …, 2023 | | 2023 |
Generalization of machine learning models for CIR-based materials identification in indoor radio environment A KOCEVSKA, Teodora, JAVORNIK, Tomaž, ŠVIGELJ, Aleš, GUAN, Ke, RASHKOVSKA ... COST Action, 4th MC and 4th Technical Meeting, 2023 | | 2023 |
Identification of Indoor Radio Environment Properties Based on Channel State Information Using Machine Learning Approaches T Kocevska Jožef Stefan International Postgraduate School = Mednarodna podiplomska šola …, 2023 | | 2023 |
ML algorithms comparison and hyperparameters tuning for wall material prediction based on CIR data A KOCEVSKA, Teodora, JAVORNIK, Tomaž, ŠVIGELJ, Aleš, GUAN, Ke, RASHKOVSKA ... European Cooperation in Science and Technology, 2022 | | 2022 |
Wireless sensing of the electromagnetic properties of wall materials : a ML approach based on indoor radio-environment signatures A KOCEVSKA, Teodora, JAVORNIK, Tomaž, JAVORNIK, Tomaž, ŠVIGELJ, Aleš, HROVAT European cooperation in science and technology, 2021 | | 2021 |
Study of Cooperative MIMO Approach in Hilly Environment T Kocevska, A Hrovat, T Javornik 2020 8th International Conference on Wireless Networks and Mobile …, 2020 | | 2020 |
Ali lahko impulzni odziv radijskega kanala uporabimo za oceno lastnosti notranjih prostorov = Estimation of the indoor environment by measured channel impulse response A JAVORNIK, Tomaž, KOCEVSKA, Teodora, HROVAT SRK 2020: 24. seminar radijske komunikacije = 24th Seminar on Radio …, 2020 | | 2020 |
Analysis of Latency, Blocking Probability and Network Utilization for Specific Routing and Spectrum Assignment Algorithm in Elastic Optical Networks T Kocevska, P Latkoski Acta Polytechnica Hungarica, 2019 | | 2019 |
Spectrum Assignment in Elastic Optical Networks T Kocevska, P Latkoski, M Porjazoski, B Popovski ETAI, 2018 | | 2018 |