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Teodora Kocevska
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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
52021
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
32023
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
32019
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
22023
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
22022
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
12024
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
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