Radio Environment Mapping With World Models for Active Measurement Control: Should Networks Dream of Optimal Control?
Jernej Hribar, Ljupcho Milosheski, Ryoichi Shinkuma
2026 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit): 2-5 June 2026, Málaga, Spain, 2026
Learned Elevation Models as a Lightweight Alternative to LiDAR for Radio Environment Map Estimation
Ljupcho Milosheski, Fedja Močnik, Mihael Mohorčič, Carolina Fortuna
2026
Interpretable Feature Learning for RF Fingerprinting via Polar MKANs
Mikhail Krasnov, Ljupcho Milosheski, Carolina Fortuna
2026
An Indoor Radio Mapping Dataset Combining 3D Point Clouds and RSSI
Ljupcho Milosheski, Kuon Akiyama, Blaž Bertalanič, Jernej Hribar, Ryoichi Shinkuma
Data in brief, 2025
Radio Signals Recognition With Unsupervised Deep Learning: A Survey
Ljupcho Milosheski, Blaž Bertalanič, Carolina Fortuna, Mihael Mohorčič
IEEE access, 2025
Novel Devices Identification With Deep Clustering
Mikhail Krasnov, Ljupcho Milosheski, Mihael Mohorčič, Carolina Fortuna
2025 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN): 26-29 May 2025, 2025
Design Principles of Zero-Shot Self-Supervised Unknown Emitter Detectors
Mikhail Krasnov, Ljupcho Milosheski, Mihael Mohorčič, Carolina Fortuna
2025
Self-Supervised Visual Exploration of Age of Information Process in IoT
Ljupcho Milosheski, Leila Mokrovič, Blaž Bertalanič, Mihael Mohorčič, Carolina Fortuna, Jernej Hribar
2024 IEEE 10th World Forum on Internet of Things (WF-IoT): November 10-13, 2024 in Ottawa, Ontario, Canada, 2024
Spectrum Sensing With Deep Clustering: Label-Free Radio Access Technology Recognition
Ljupcho Milosheski, Mihael Mohorčič, Carolina Fortuna
IEEE open journal of the Communications Society, 2024
Self-Supervised Learning for Clustering of Wireless Spectrum Activity
Ljupcho Milosheski, Gregor Cerar, Blaž Bertalanič, Carolina Fortuna, Mihael Mohorčič
Computer communications, 2023
Deep Feature Learning for Wireless Spectrum Data
Ljupcho Milosheski, Gregor Cerar, Blaž Bertalanič, Carolina Fortuna, Mihael Mohorčič
IEEE International Mediterranean Conference on Communications and Networking (IEEE MEDITCOM 2023): 4-7 September 2023 in Dubrovnik, Croatia, 2023
XAI for Self-Supervised Clustering of Wireless Spectrum Activity
Ljupcho Milosheski, Gregor Cerar, Blaž Bertalanič, Carolina Fortuna, Mihael Mohorčič
BalkanCom 2023, 2023 International Balkan Conference on Communications and Networking (BalkanCom) took place 5-8 June 2023 in İstanbul, Turkey, 2023
