Recent Publications
2023
Journals:
- Site Diversity Experiment in Q-Band Satellite Communications in Slovenia and HungaryAntennas and wireless propagation letters, 2023
- Precise PMU-Based Localization and Classification of Short-Circuit Faults in Power Distribution SystemsIEEE transactions on power delivery, 2023
- Non-Intrusive Privacy-Preserving Approach for Presence Monitoring Based on WiFi Probe RequestsSensors, 2023
Conferences:
- Cross-Polarization Discrimination Interference Analysis of Alphasat Satellite Measurements in Ka and Q BandsEuropean Conference on Antennas and Propagation, EuCAP : [Florence, Italy, March 26 - 31, 2023], 2023
- Graph Isomorphism Networks for Wireless Link Layer Anomaly Classification2023 IEEE Wireless Communications and Networking Conference (WCNC) : proceedings, 2023
Preprints:
- XAI for Self-Supervised Clustering of Wireless Spectrum Activity
- Self-Sufficient Method for Event Localization and Characterization of Power Transmission Lines Based on Traveling Waves
2022
Journals:
- Federated Spatial Reuse Optimization in Next-Generation Decentralized IEEE 802.11 WLANSITU journal : future and evolving technologies, 2022
- Timely and Sustainable : Utilising Correlation in Status Updates of Battery-Powered and Energy-Harvesting Sensors Using Deep Reinforcement LearningComputer communications, 2022
- Power Autonomy Estimation of Low-Power Sensor for Long-Term ECG MonitoringSensors, 2022
- Responsible Knowledge Management in Energy Data EcosystemsEnergies, 2022
- Smart Infrastructures : Artificial Intelligence-Enabled Lifecycle AutomationIEEE industrial electronics magazine, 2022
- Resource-Aware Time Series Imaging Classification for Wireless Link Layer AnomaliesIEEE transactions on neural networks and learning systems, 2022
- Energy Aware Deep Reinforcement Learning Scheduling for Sensors Correlated in Time and SpaceIEEE internet of things journal, 2022
- Developing Novel Technologies and Services for Intelligent Low Voltage Electricity Grids : Cost–benefit Analysis and Policy ImplicationsEnergies, 2022
Conferences:
- Deep W-Networks : Solving Multi-Objective Optimisation Problems With Deep Reinforcement LearningICAART 2023 : proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2022
- Transformer-Based NLoS Detection in UWB Localization SystemsTelecommunications Forum : (TELFOR), 2022
- Kubitect : A Solution for On-Premise Cluster DeploymentIEEE/ACM 15th International Conference on Utility and Cloud Computing (UCC) : proceedings, 2022
- SciKit Learn vs Dask vs Apache Spark Benchmarking on the EMINST DatasetInformation society, 2022
- Enabling Deep Reinforcement Learning on Energy Constrained Devices at the Edge of the NetworkIEEE Conference on Wireless Communications and Networking, 10-13, Austin, Texas, Usa, 2022
- LOG-a-TEC Testbed Outdoor Fingerprinting Localization Using BLE BeaconsProceedings of the ... Electrotechnical and Computer Science Conference, 2022
- Towards Sustainable Deep Learning for Wireless Fingerprinting LocalizationICC 2022 - IEEE International Conference on Communications : 16-20 May 2022, 2022
- LOG-a TEC Testbed Outdoor Localization Using BLE BeaconsBalkanCom 2022, 2022 International Balkan Conference on Communications and Networking (BalcanCom), 22-24 August, Sarajevo, Bosnia and Hercegovina, 2022
- Tropospheric Scintillation Fading Analysis of Alphasat Satellite Measurements in Ka and Q Bands16th European Conference on Antennas and Propagation (EuCAP) 2022, Madrid, Spain, 2022
Preprints:
- On-Premise Artificial Intelligence as a Service for Small and Medium Size Setups
- Self-Supervised Learning for Clustering of Wireless Spectrum Activity
- Towards Sustainable Deep Learning for Wireless Fingerprinting Localization
- On Designing Data Models for Energy Feature Stores
- Resource-Aware Deep Learning for Wireless Fingerprinting Localization
- Dimensionality Expansion of Load Monitoring Time Series and Transfer Learning for EMS
- Deep W-Networks: Solving Multi-Objective Optimisation Problems With Deep Reinforcement Learning
- Federated Spatial Reuse Optimization in Next-Generation Decentralized IEEE 802.11 WLANs
2021
Journals:
- SMART : Situationally-Aware Multi-Agent Reinforcement Learning-Based TransmissionsIEEE transactions on cognitive communications and networking, 2021
- Experiment Control and Monitoring System for LOG-a-TEC TestbedSensors, 2021
- UWB Radio-Based Motion Detection System for Assisted LivingSensors, 2021
- Advanced Edge-Cloud Computing Framework for Automated PMU-Based Fault Localization in Distribution NetworksApplied sciences, 2021
- Estimating Frequency Stability Margin for Flexible Under-Frequency Relay OperationElectric power systems research, 2021
- Machine Learning for Wireless Link Quality Estimation : A SurveyIEEE Communications surveys and tutorials, 2021
- Alphasat Propagation Measurements at Ka- And Q- Bands in Ljubljana : Three Years Statistical AnalysisIEEE antennas and wireless propagation letters, 2021
Conferences:
- Analyse or Transmit : Utilising Correlation at the Edge With Deep Reinforcement Learning2021 IEEE Global Communications Conference (GLOBECOM), Madrid, Spain 7 - 11 December 2021 : proceedings, 2021
- Learning to Automatically Identify Home AppliancesOdkrivanje znanja in podatkovna skladišča - SiKDD : 4. oktober 2021, 4 October 2021, Ljubljana, Slovenia, 2021
- A Deep Learning Model for Anomalous Wireless Link Detection17th virtual IEEE International Conference on Wireless and Mobile Computing, Neworking And Communications, (WiMob), 11-13 October, 2021, 2021
- Power Cable Wave Propagation Velocity Estimation Based on Travelling-WavesProceedings of the ... Electrotechnical and Computer Science Conference, 2021
- Concept of Adaptive Under-Frequency Load Shedding in Real Electrical Power SystemsReferati in predstavitve 15. konference slovenskih elektroenergetikov CIGRE-CIRED : Thermana Laško, 2021
- Boosting the Performance of Under-Frequency Load Shedding by Assessing the Frequency-Stability MarginSbornik dokladov : Relejnaja zaščita i avtomatika ènergosistem - 2021. Tom 3, 2021
- Machine Learning-Based Model Selection for Anomalous Wireless Link DetectionSoftCOM .., 2021
- Merilni Sistem Za Merjenje Impulznega Odziva Radijskega Kanala S Tehnologijo UWBZbornik tridesete mednarodne Elektrotehniške in računalniške konference ERK 2021 : Portorož, Slovenija, 20. - 21. september 2021, 2021
- Designing a Machine Learning Based Non-Intrusive Load Monitoring ClassifierProceedings of the ... Electrotechnical and Computer Science Conference, 2021
- Performance Evaluation of COINS Framework for Wireless Network AutomationEuropean Conference on Networks and Communications, 2021
- Improving CSI-Based Massive MIMO Indoor Positioning Using Convolutional Neural NetworkEuropean Conference on Networks and Communications, 2021
- Learning to Fairly Classify the Quality of Wireless LinksWONS 2021, 16th Wireless On-demand Network systems and Services Conference, 9-11th March 2021 : Virtual Conference, 2021
- Fade Slope Analysis of Alphasat Satellite Measurements at Ka and Q BandsEuCAP 2021, 2021
2020
Journals:
- Learning to Detect Anomalous Wireless Links in IoT NetworksIEEE access, 2020
- Automatic Detection of Wireless TransmissionsIEEE access, 2020
- Proving a Concept of Flexible Under-Frequency Load Shedding With Hardware-in-the-Loop TestingEnergies, 2020
- Performance Evaluation of CANCAR Algorithm in Realistic Wireless Mesh NetworksWireless personal communications, 2020
- High Precision Wide Bandwidth DC Current Transducer Based on the Platiše Flux SensorSensors, 2020
Conferences:
- Resource Reservation Within Sliced 5G Networks : A Cost-Reduction Strategy for Service Providers2020 IEEE International Conference on Communications Workshops (ICC) : proceedings, 2020
- Time-to-Provision Evaluation of Iot Devices Using Automated Zero-Touch ProvisioningGLOBECOM 2020, 2020 IEEE Global Communications Conference, 7-11 December 2020 : virtual proceedings, 2020
- On Designing a Machine Learning Based Wireless Link Quality ClassifierIEEE PIMRC 2020, 31st Annual International Symposium on Personal, Indoor, and Mobile Radio Communications, 31 August - 3 September 2020, London, UK : virtual conference, 2020
- Spremljanje Satelitov GPS v Vidnem Polju Na Osnovi Modula NEO-6MProceedings of the ... Electrotechnical and Computer Science Conference, 2020
- Self-Calibrated UWB Based Device-Free Indoor Localization and Activity Detection ApproachEuropean Conference on Networks and Communications, 2020
Preprints:
- Time-to-Provision Evaluation of IoT Devices Using Automated Zero-Touch Provisioning
- Minimum-Delay Routing for Integrated Aeronautical Ad Hoc Networks Relying on Passenger-Planes in the North-Atlantic Region
2019
Journals:
- Using Correlated Information to Extend Device LifetimeIEEE internet of things journal, 2019
- Whitelisting in RFDMA NetworksIEEE access, 2019
- Evaluation of Range-Based Indoor Tracking Algorithms by Merging Simulation and MeasurementsEURASIP Journal on wireless communications and networking, 2019
- Network and Traffic Design Aspects in Network-Coding-Enabled Wireless NetworksInternational Journal of Computers, Communications & Control, 2019
- Prediction Model of Fade Duration Statistics for Satellite Communications at Ka and Q BandsIEEE transactions on antennas and propagation, 2019
- Detailed Analysis and Understanding of the Transport Mechanism of Poly-Si-Based Carrier Selective JunctionsIEEE journal of photovoltaics, 2019
Conferences:
- Utilising Correlated Information to Improve the Sustainability of Internet of Things DevicesWF-IoT : 2019 IEEE 5th World Forum on Internet of Things, 2019
- Using Deep Q-Learning to Prolong the Lifetime of Correlated Internet of Things Devices2019 IEEE International Conference on Communications Workshops, (ICC Workshops) : proceedings, 2019
- IEEE Standards Compliance Testing of PMU With RTDSReferati in predstavitve 14. konference slovenskih elektroenergetikov CIGRE-CIRED, 2019
- Industrial IoT Security Monitoring and Test on Fed4Fire+ PlatformsLecture notes in computer science, 2019
- Automated Initial Configuration of Wireless Embedded Devices in the Internet ThingsBalkanCOM 2019, 5G and beyond, 2019
- Passive Ultra-Wideband Coarse Localization and Activity Detection System for Assisted LivingConference proceedings, 2019
- Device Positioning and Location-Aware CommunicationsProceedings of the ... Electrotechnical and Computer Science Conference, 2019
- Testing the Interoperability of the Joint Scheduling and Routing Algorithm for IIoT ApplicationsProceedings of the ... Electrotechnical and Computer Science Conference, 2019
- Secure Hybrid Publish-Subscribe Messaging ArchitectureSoftCOM 2019, 2019
- Modelling of Fade Duration Statisticsin Earth-Satellite Slant Pathsusing CopulasEuCAP 2019, 2019
- Channel Impulse Response Based Vehicle Analysis in TunnelsEuCAP 2019, 2019
Preprints:
- Using Deep Q-Learning to Prolong the Lifetime of Correlated Internet of Things Devices
2018
Journals:
- Continuous Integration in Wireless Technology DevelopmentIEEE communications magazine, 2018
- CANCAR - Congestion-Avoidance Network Coding-Aware Routing for Wireless Mesh NetworksTransactions on internet and information systems, 2018
- A Methodology for Experimental Evaluation of Signal Detection Methods in Spectrum SensingPloS one, 2018
- Improving Indoor Localization Using Convolutional Neural Networks on Computationally Restricted DevicesIEEE access, 2018
- Multiscale Modeling and Back Contact Design of Bifacial Silicon Heterojunction Solar CellsIEEE journal of photovoltaics, 2018
Conferences:
- Using CNNs With Long-Short-Term Memory for Recognition of WritingZbornik sedemindvajsete mednarodne Elektrotehniške in računalniške konference ERK 2018, 2018
- Combining Measurements and Simulations for Evaluation of Tracking AlgorithmsEUCNC 2018 : 27th European Conference on Networks and Communications, 2018
- Integrating Research Testbeds Into Social Coding PlatformsEUCNC 2018 : 27th European Conference on Networks and Communications, 2018
- SAAM: Supporting Active Ageing : Use Cases and User-Side ArchitectureEUCNC 2018 : 27th European Conference on Networks and Communications, 2018
- An Adaptive Channel Quality Metric for Ultra-Narrowband SystemsEUCNC 2018 : 27th European Conference on Networks and Communications, 2018
- Measurement Based Ultra-Wideband Channel Model for Mobile Communications in TunnelsEuCAP 2018, 2018
Preprints:
- Automatic Detection and Query of Wireless Spectrum Events From Streaming Data