This page provides a list of outputs related to the INCOMING project. It contains the joint publications of ICONIC centre researchers and EU leading partners which are relevant for the project as well as the publications relevant for the project but produced by ICONIC centre researchers only. All publications in the list below explicitly acknowledge the support of H2020 INCOMING project.
Project Deliverables
- Deliverable D2.3 Novel massive IoT solutions, SDR implementation and 5G-IT-hub showcasing – Download Link
- Deliverable D3.3 Novel distributed algorithms, software and hardware implementation, and5G-IT-hub showcasing – Download Link
- Deliverable D3.4 Report on 1st Summer School: 5G Technology Fundamentals – Download Link
- Deliverable D3.5 Report on 1st Summer School: 5G Technology Implementation – Download Link
- Deliverable D3.6 Report on 1st Summer School: 5G Technology Applications – Download Link
- Deliverable D4.1 Yearly plan/report of 5G-IT-hub promotion activities: Year 1 – Download Link
- Deliverable D4.2 Yearly plan/report of 5G-IT-hub promotion activities: Year 2 – Download Link
- Deliverable D4.3 Yearly plan/report of 5G-IT-hub promotion activities: Year 3 – Download Link
- Deliverable D6.1 Networking, Dissemination and Outreach Activities Including the Event List: Year 1 – Download Link
- Deliverable D6.2 Networking, Dissemination and Outreach Activities Including the Event List: Year 2 – Download Link
- Deliverable D6.3 Networking, Dissemination and Outreach Activities Including the Event List: Year 3 – Download Link
Journal Publications
Publications in 2023 (Jan-Sept)
- M. Cosovic, D. Miskovic, M. Delalic, D. Raca, D. Vukobratovic, “Distributed Inference over Linear Models using Alternating Gaussian Belief Propagation,” IEEE Internet of Things Journal, June 2023. [Flagship IEEE journal within top 10% of SCI journals in the field; explicit acknowledgement to H2020 INCOMING project]
- M. Petković, G. T. Đorđević, J. Makal, Z. Marjanović, G. V. Milovanović, “Error Probability of a Coherent M-ary PSK FSO System Influenced by Phase Noise,” Mathematics, Vol. 11, No. 121, January 2023. [Flagship journal within top 10% of SCI journals in the field; explicit acknowledgement to H2020 INCOMING project]
- D. Jakovetić, D. Bajović, A. K. Sahu, S. Kar, N. Milos̆ević, D. Stamenković, “Nonlinear gradient mappings and stochastic optimization: A general framework with applications to heavy-tail noise,” SIAM Journal on Optimization, Vol. 33, No. 2, June 2023. [Flagship journal within top 10% of SCI journals in the field]
- N. Petrović, D. Bajović, S. Kar, D. Jakovetić, A. K. Sahu, “Large Deviations for Products of Non-Identically Distributed Network Matrices with Applications to Communication-Efficient Distributed Learning and Inference,” IEEE Transactions on Signal Processing, Vol. 71, pp. 1319-1333, April 2023. [within top 30% of SCI journals in the field]
- O. Kundacina, M. Cosovic, D. Miskovic, D Vukobratovic, “Graph neural networks on factor graphs for robust, fast, and scalable linear state estimation with PMUs,” Sustainable Energy, Grids and Networks, Vol. 34, June 2023. [within top 30% of SCI journals in the field; explicit acknowledgement to H2020 INCOMING project]
- V. Kalušev, B. Popović, M. Janev, B. Brkljač, N. Ralević, “Measure of similarity between GMMs based on autoencoder-generated Gaussian component representations,” Axioms, Vol. 2, No. 6, pp. 1-21, May 2023. [within top 30% of SCI journals in the field; explicit acknowledgement to H2020 INCOMING project]
- D. Jakovetić, M. Vukovic, D. Bajović, A. K. Sahu, S. Kar, D. Stamenković, “Distributed Recursive Estimation under Heavy-Tail Communication Noise,” SIAM Journal on Control and Optimization, Vol. 61, No. 3, June 2023. [within top 30% of SCI journals in the field]
- M. Petkovic, D. Vukobratovic, A. Munari, F. Clazzer, “Two-Tier Multi-Rate Slotted ALOHA for OWC/RF-Based IoT Networks,” IEEE Communications Letters, Vol. 27, No. 4, pp. 1190-1194, April 2023. [within top 50% of SCI journals in the field; explicit acknowledgement to H2020 INCOMING project]
- T. Devaja, M. Petković, F. J. Escribano, Č. Stefanović, D. Vukobratović, “Slotted Aloha with Capture for OWC-Based IoT: Finite Block-Length Performance Analysis,” IEEE Access, Vol. 11, pp. 76804-76815, 2023. [within top 50% of SCI journals in the field; explicit acknowledgement to H2020 INCOMING project]
- S. Khursheed, N. Badruddin, V. Jeoti, D. Vukobratovic, M.A. Hashmani, “Low Computational Coding-Efficient Distributed Video Coding: Adding a Decision Mode to Limit Channel Coding Load,” Entropy, Vol. 25, No. 241, 2023. [within top 50% of SCI journals in the field; explicit acknowledgement to H2020 INCOMING project]
Journal Publications in 2022
- A. Minja and V. Šenk: “SISO Decoding of ℤ4 Linear Kerdock and Preparata Codes,” IEEE Transactions on Communications, Vol. 70, No. 3, pp. 1497-1507, 2022. [Flagship IEEE journal within top 10% of SCI journals in the field; explicit acknowledgement to H2020 INCOMING project]
- P. D. Bojović, T. Malbašić, D. Vujošević, G. Martić, Ž. Bojović, “Dynamic QoS Management for a Flexible 5G/6G Network Core: A Step toward a Higher Programmability,” Sensors, Vol. 22, No.8, pp. 1-23, 2022. [within top 50% of SCI journals in the field; explicit acknowledgement to H2020 INCOMING project]
- V. Vranjković, P. Teodorović, R. Struharik: “Universal Reconfigurable Hardware Accelerator for Sparse Machine Learning Predictive Models,” Electronics, Vol. 11, No. 8, pp. 1-37, 2022. [within top 50% of SCI journals in the field; explicit acknowledgement to H2020 INCOMING project]
- N. M. Samardzic, J. S. Bajic, D. L. Sekulic, S. Dautovic: “Volatile Memristor in Leaky Integrate-and-Fire Neurons: Circuit Simulation and Experimental Study,” Electronics, Vol. 11, No. 6, pp. 894 (1-13), 2022. [within top 50% of SCI journals in the field; explicit acknowledgement to H2020 INCOMING project]
- I. Mezei, M. Lukić, L. Berbakov, B. Pavković, B. Radovanović: “Grapevine downy mildew warning system based on NB-IoT and energy harvesting technology,” Electronics, Vol. 11, No 3, pp. 356 (1-19), 2022. [within top 50% of SCI journals in the field; explicit acknowledgement to H2020 INCOMING project]
- M. Kovačević: “Lattice Packings of Cross-polytopes from Reed-Solomon Codes and Sidon Sets,” Bulletin of the London Mathematical Society, 2022. [within top 50% of SCI journals in the field; explicit acknowledgement to H2020 INCOMING project]
- M. Petkovic, D. Bajovic, D. Vukobratovic, J. Machaj, P. Brida, G. McCutcheon, L. Stankovic, V. Stankovic, “Smart Dimmable LED Lighting Systems,” Sensors, Vol. 22, pp. 1-21, 2022. [within top 50% of SCI journals in the field]
- M. Kovačević, D. Vukobratović: “Asymptotic Behavior and Typicality Properties of Runlength-Limited Sequences,” IEEE Transactions on Information Theory, Vol. 68, No. 3, pp. 1638-1650, 2022. [within top 50% of SCI journals in the field; explicit acknowledgement to H2020 INCOMING project]
- T. Malbašić, P. D. Bojović, Ž. Bojović, J. Šuh, D. Vujošević: “Hybrid SDN Networks: A multi-parameter server load balancing scheme,” Journal of Network and Systems Management, Vol. 30, No.2, pp. 1-28, 2022. [within top 50% of SCI journals in the field; explicit acknowledgement to H2020 INCOMING project]
- J. Bjelica, N. Djuric, S. Djuric, “Performance analysis and application of a hybrid electromagnetic-triboelectric nanogenerator for energy harvesting,” Energy Reports, Vol. 8, pp. 9184-9200, 2022. within top 50% of SCI journals in the field]
- D. Mišković, L. Milić, A. Čilag, T. Berisavljević, A. Gottscheber, M. Raković: “Implementation of Robots Integration in Scaled Laboratory Environment for Factory Automation,” Applied Sciences, Vol. 12, No. 3, 2022. [within top 50% of SCI journals in the field]
- G. Bravos, et al., “Cybersecurity for Industrial Internet of Things: Architecture, Models and Lessons Learned,” IEEE Access, Vol. 10, pp. 124747-124765, 2022. [within top 50% of SCI journals in the field]
- M. Kovačević: “On the Maximum Number of Non-Confusable Strings Evolving under Short Tandem Duplications,” Problems of Information Transmission, Vol. 58, No. 2, pp. 111-121, 2022. [SCI journal; explicit acknowledgement to H2020 INCOMING project]
- M. Kovačević: “Abelian Difference Sets as Lattice Coverings and Lattice Tilings,” Bulletin of the Australian Mathematical Society, pp. 1-8, 2022. [SCI journal; explicit acknowledgement to H2020 INCOMING project]
- G. Mijatovic, R. Pernice, A. Perinelli, Y. Antonacci, A. Busacca, M. Javorka, L. Ricci and L. Faes: “Measuring the Rate of Information Exchange in Point-Process Data With Application to Cardiovascular Variability,” Frontiers in Network Physiology/ sect. Information Theory, Vol. 1, pp. 1-19, 2022, [new journal; explicit acknowledgement to H2020 INCOMING project]
Publications in 2021
- M. Cosovic, M. Delalic, D. Raca, D. Vukobratovic: “Observability Analysis for Large-Scale Power Systems Using Factor Graphs,” IEEE Transactions on Power Systems, DOI: 10.1109/TPWRS.2021.3057136, Vol. 36, No. 5, 2021. [Flagship IEEE journal within top 10% of SCI journals in the field; explicit acknowledgement to H2020 INCOMING project]
- G. Mijatovic, Y. Antonacci, T. Loncar-Turukalo, L. Minati, L. Faes: “An Information-Theoretic Framework to Measure the Dynamic Interaction between Neural Spike Trains,” IEEE Transactions on Biomedical Engineering, Vol. 86, No. 12, pp. 3471-3481, 2021. [within top 30% of SCI journals in the field; explicit acknowledgement to H2020 INCOMING project]
- L. Zambrano, K. Karaduzovic-Hadziabdic, T. Loncar-Turukalo, P. Przymus, et al.: “Applications of machine learning in human microbiome studies: a review on feature selection, biomarker identification, disease prediction and treatment”, Frontiers in Microbiology, Vol. 12. pp.1-25, 2021. [within top 30% of SCI journals in the field]
- V. Ninkovic, D. Vukobratovic, C. Häger, H. Wymeersch, A. Graell i Amat: “Autoencoder-Based Unequal Error Protection Codes,” IEEE Communications Letters, Vol. 25, No. 11, pp. 3575-3579, 2021. [within top 50% of SCI journals in the field; explicit acknowledgement to H2020 INCOMING project]
- V. Ninkovic, A. Valka, D. Dumic, D. Vukobratovic: “Deep Learning-Based Packet Detection and Carrier Frequency Offset Estimation in IEEE 802.11ah,” IEEE Access, Vol. 9, pp. 99853-99865, 2021. [within top 50% of SCI journals in the field; explicit acknowledgement to H2020 INCOMING project]
- J. Stanulovic, N. Mitton, I. Mezei: “Routing with Face Traversal and Auctions Algorithms for Task Allocation in WSRN,” Sensors, Vol. 21, No. 18, pp. 1-23, 2021. [within top 50% of SCI journals in the field; explicit acknowledgement to H2020 INCOMING project]
- G. Mijatovic, T. Loncar-Turukalo, N. Bozanic, N. Milosavljevic, R. Storchi, L. Faes: “A Measure of Concurrent Neural Firing Activity Based on Mutual Information,” Neuroinformatics, Vol. 19, pp. 1-17, 2021. [within top 50% of SCI journals in the field; explicit acknowledgement to H2020 INCOMING project]
- N. A. Androutsos, H. E. Nistazakis, M. Petkovic, G. T. Djordjevic, A. N. Stassinakis, C. K. Volos: “Multi-hop DF relayed FSO links with various modulation formats emulated by a dual-hop scheme for strong turbulence conditions,” Optik, Vol. 227, Feb. 2021. [within top 50% of SCI journals in the field]
- M. Savic, M. Lukic, D. Danilovic, Z. Bodroski, D. Bajović, I. Mezei, D. Vukobratovic, S. Skrbic, D. Jakovetić, “Deep Learning Anomaly Detection for Cellular IoT with Applications in Smart Logistics,” IEEE Access, Vol. 9, pp. 59406-59419, 2021. [within top 50% of SCI journals in the field]
- V. Tadic, T. Loncar-Turukalo, A. Odry, Z. Trpovski, A. Toth, Z. Vizvari, P. Odry: “A Note on Advantages of the Fuzzy Gabor Filter in Object and Text Detection,” Symmetry, Vol. 13, No. 4, 2021. [within top 50% of SCI journals in the field]
- D. Rakanović, V. Vranjković, R. Struharik, “Argus CNN Accelerator Based on Kernel Clustering and Resource-Aware Pruning,” Elektronika ir Elektrotechnika, Vol. 27, No. 3, pp. 57-70, 2021. [SCI journal; explicit acknowledgement to H2020 INCOMING project]
- M. Kovačević, “On the Maximum Entropy of a Sum of Independent Discrete Random Variables,” Theory of Probability and Its Applications, Vol. 66, No. 3, pp. 482-487, 2021. [SCI journal; explicit acknowledgement to H2020 INCOMING project]
- I. Lazic, R. Pernice, T. Loncar-Turukalo, G. Mijatovic, L. Faes, “Assessment of Cardiorespiratory Interactions during Apneic Events in Sleep via Fuzzy Kernel Measures of Information Dynamics,” Entropy (Basel), Vol. 23, No. 6, 698, May 2021. [explicit acknowledgement to H2020 INCOMING]
Publications in 2020
- D. Jakovetic, D. Bajovic, J. Xavier, J. M. F. Moura: “Primal-dual methods for large-scale and distributed convex optimization and data analytics,” Proceedings of the IEEE, Vol. 108, No. 11, pp. 1923-1938, 2020. [Flagship IEEE journal within top 10% of SCI journals in the field; explicit acknowledgement to H2020 INCOMING project]
- M. Petkovic, A. Cvetkovic, M. Narandzic, N. Chatzidiamantis, D. Vukobratovic, G. K. Karagiannidis: “Mixed RF-VLC Relaying Systems for Interference-Sensitive Mobile Applications,” IEEE Transactions on Vehicular Technology, Vol. 69, No. 10, pp. 11099-11111, 2020. [IEEE journal within top 30% of SCI journals in the field; explicit acknowledgement to H2020 INCOMING project]
- M. Radosavljevic, B. Brkljac, P. Lugonja, V. Crnojevic, Z. Trpovski, Z. Xiong, D. Vukobratovic: “Lossy Compression of Multi-Spectral Satellite Images with Applications to Crop Thematic Mapping: A HEVC Comparative Study,” Remote Sensing, Vol. 12, No. 10, pp. 1-33, 2020. [within top 30% of SCI journals in the field; explicit acknowledgement to H2020 INCOMING project]
- N. Krklec Jerinkic, D. Jakovetic, N. Krejic, D. Bajovic: “Distributed Second-Order Methods With Increasing Number of Working Nodes,” IEEE Transactions on Automatic Control, Vol. 65, No. 2, pp. 846-853, 2020. [within top 30% of SCI journals in the field]
- M. Panic, D. Jakovetic, D. Vukobratovic, V. Crnojevic, A. Pizurica: “MRI Reconstruction using Markov Random Field and Total Variation as Composite Prior,” Sensors, Vol. 20, No. 11, pp. 1-15, 2020. [within top 30% of SCI journals in the field]
- P. Tonkovic Petar, S. Kalajdziski, E. Zdravevski, P. Lameski, R. Corizzo, I. M. Pires, N. Garcia Nuno, T. Lončar-Turukalo, V. Trajkovik: “Literature on Applied Machine Learning in Metagenomic Classification: A Scoping Review,” Biology, Vol. 9, No. 12, Dec. 2020 [within top 30% of SCI journals in the field]
- Y. Sakai, V. Y. F. Tan, M. Kovačević: “Second- and Third-Order Asymptotics of the Continuous-Time Poisson Channel,” IEEE Transactions on Information Theory, Vol. 66, No. 8, pp. 4742-4760, 2020. [IEEE journal within top 50% of SCI journals in the field; explicit acknowledgement to H2020 INCOMING project]
- M. Radosavljevic, Z. Xiong, L. Lu, D. Hohl, D. Vukobratovic: “High Bit-Depth Seismic Data Compression: A Novel Codec Under the Framework of HEVC,” IEEE Access, Vol. 8, pp. 114443-114459, 2020. [IEEE journal within top 50% of SCI journals in the field; explicit acknowledgement to H2020 INCOMING project]
- D. Vukobratovic, F. Escribano: “Adaptive Multi-Receiver Coded Slotted ALOHA for Indoor Optical Wireless Communications,” IEEE Communications Letters, Vol. 24, No. 6, pp. 1308-1312, 2020. [within top 50% of SCI journals in the field]
- P. Xiao, S. Cheng, V. Stankovic, D. Vukobratovic: “Averaging is Probably not the Optimum Way of Aggregating Parameters in Federated Learning,” Entropy, Vol. 22, No. 3, pp. 1-11, 2020. [within top 50% of SCI journals in the field]
- M. Kovačević: “Signaling to Relativistic Observers: An Einstein–Shannon–Riemann Encounter,” Problems of Information Transmission, Vol. 56, No. 4, pp. 303-308, 2020. [SCI journal; explicit acknowledgement to H2020 INCOMING project]
- V. Vranjkovic, R. Struharik: “Hardware Acceleration of Sparse Support Vector Machines for Edge Computing,” Elektronika ir Elektrotechnika, Vol. 26, No. 3, pp. 42-53, 2020. [SCI journal; explicit acknowledgement to H2020 INCOMING project]
- I. Mezei: “Evolution of an educational microprocessor,” Computer Applications in Engineering Education, Vol. 25, No. 5, pp. 1265-1277, 2020. [SCI journal; explicit acknowledgement to H2020 INCOMING project]
- Z. Bojovic, P. Bojovic, D. Vujošević, J. Suh: “Education in times of crisis: Rapid transition to distance learning,” Computer Applications in Engineering Education, Vol. 28, No. 6, pp. 1-23, 2020. [SCI journal]
- V. Tadić, Z. Kiraly, P. Odry, Z. Trpovski, T. Loncar Turukalo: “License Plate Detection with Gabor Filter Bank and Fuzzified Gabor Filter: a comparative study,” Acta Polytechnica Hungarica, Vol. 17, No. 1, pp. 61-81, 2020. [SCI journal]
- M. Pot, Z. Trpovski, T. Loncar Turukalo: “Analysis and Improvement of JPEG Compression Performance using Custom Quantization and Block Boundary Classifications,” Acta Polytechnica Hungarica, Vol. 17, No. 6, pp. 171-191, 2020. [SCI journal]
- S. Dautovic, N. Samardzic, A. Juhas, “Takacs Model of Hysteresis in Mathematical Modeling of Memristors,” Radioengineering, Vol. 29, No. 1, pp.147-158, 2020. [SCI journal]
Conference Publications
Publications in 2023 (Jan-Sept)
- Sobot, M. Lukic, D. Bortnik, V. Nikic, B. Lima, M. Beko, D. Vukobratovic, “Two-Tier UAV-based Low Power Wide Area Networks: A Testbed and Experimentation Study, ” 2023 6th Conference on Cloud and Internet of Things (CIoT), Lisbon, Portugal, March 2023. [International conference]
- Mijatovic, C. Bara, R. Pernice, T. Loncar-Turukalo, G. Nollo, L. Faes, “Exploring the Short-Term Memory of Heart Rate Variability through Model-Free Information Measures,” 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Sydney, Australia, July 2023 [international conference]
- O. Kundacina, G. Gojic, M. Cosovic, D Miskovic, Dejan Vukobratovic, “Scalability and Sample Efficiency Analysis of Graph Neural Networks for Power System State Estimation,” Sixth International Balkan Conference on Communications and Networking (BalkanCom), Istanbul, June 2023. [international conference]
- Kundacina, G. Gojic, M. Mitrovic, D. Miskovic, D. Vukobratovic, “Supporting Future Electrical Utilities: Using Deep Learning Methods in EMS and DMS Algorithms,” 22nd International Symposium INFOTEH-JAHORINA (INFOTEH), Jahorina, Bosnia and Herzegovina, March 2023 [international conference]
- Mlađen, J. Banović, J. Galić, G. Gardašević, M. Petković, “Speech quality assessment in visible light communications,” 2023 22nd International Symposium INFOTEH-JAHORINA (INFOTEH), East Sarajevo, Bosnia and Herzegovina, March 2023. [international conference]
- Devaja, M. Petkovic, A. Munari, F. Clazzer, M. Beko, D. Vukobratovic, “Massive Machine-Type Communications via Hybrid OWC/RF Networks in Finite Block-Length Regime,” 2023 IEEE Wireless Communications and Networking Conference (WCNC), Glasgow, United Kingdom, March 2023. [international conference]
- Farag, D. Vukobratovic, A. Munari, C. Stefanovic, “Timely and Efficient Information Delivery in Real-Time Industrial IoT Networks,” IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Toronto, Canada, September 2023.
- Petkovic, S. A. Tegos, P. D. Diamantoulakis, D. Vukobratovic, E. Panayirci, Č. Stefanović, G. K. Karagiannidis, “Slotted Aloha for Optical Wireless Communications in Internet of Underwater Things,” 2023 32nd Wireless and Optical Communications Conference (WOCC), Newark, NJ, USA, May 2023
- M. Ali, M. Beko, D. Vukobratović, Č. Stefanović, “On the Performance of the Free-Access Tree Algorithm with MPR, SIC, and Single-Slot Memory,” 2023 International Balkan Conference on Communications and Networking (BalkanCom), Istanbul, June 2023. [international conference]
- Ninkovic, D. Vukobratovic, C. Häger, H. Wymeersch, A. Graell i Amat, “Rateless Autoencoder Codes: Trading off Decoding Delay and Reliability,” IEEE International Conference on Communications (ICC), Rome, Italy, 2023. [international conference]
- Ninkovic, D. Vukobratovic, A. Pastore, C. Anton-Haro, “A Weighted Autoencoder-Based Approach to Downlink NOMA Constellation Design,” 2023 IEEE 24th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Shanghai, China, September 2023. [international conference]
- Bajovic, D. Jakovetic, S. Kar, “Large deviations rates for stochastic gradient descent with strongly convex functions,” International Conference on Artificial Intelligence and Statistics, Valencia, Spain, Aprli 2023. [international conference]
- Bakhtiarnia, N. Milošević, Q. Zhang, D. Bajović, A. Iosifidis, “Dynamic Split Computing for Efficient Deep EDGE Intelligence,” ICASSP 2023 – 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, June 2023. [international conference]
- Kundačina, M. Petković, A. Munari, D. Vukobratović, L. Badia, “Move Away from Me! User Repulsion Under Proximity-Induced Interference in OWC Systems,” accepted for presentation at European Wireless 2023, Rome, Italy, October 2023. [international conference]
- D. Bojović, Ž. Bojović, “Design and development of an intelligent energy management system for a microgrid application”, accepted for presentation at Power Electronics Ee2023 conference, Novi Sad, Serbia, 2023. [international conference]
Publications in 2022
- V. Vincan, J. Zoranovic, N. Samardzic, S. Dautovic, “All-memristive Spiking Neural Network Circuit Simulator,” 11th IEEE International Conference on Modern Circuits and Systems Technologies (MOCAST), Bremen, Germany, June 2022. [International conference]
- S. Petkovic, L. Milic, M. Nikolic, D. Miskovic, M. Rakovic, “Comparison of SLAM algorithms on omnidirectional four-wheel mobile robot,” 9th International Conference on Electrical, Electronic and Computing Engineering (IcETRAN 2022), Novi Pazar, Serbia, June 2022. [International conference]
- Lazic, N. Jakovljevic, J. Boban, I. Nosek, T. Loncar-Turukalo, “Information Extraction From Clinical Records: An Example for Breast Cancer,” IEEE MELECON 2022, Palermo, Italy 2022 [International conference]
- Pernice, I. Lazic, C. Barà, L. Sparacino, G. Mijatovic, T. Loncar-Turukalo, L. Faes, “Assessment of Cardiorespiratory Interactions During Spontaneous and Controlled Breathing: Non-linear Model-free Analysis,” 12th conference of European Study Group for Cardiovascular Oscillations, Štrbské Pleso, Slovakia, October 2022 [International conference]
- D. Vukobratovic, M. Lukic, I. Mezei, D. Bajovic, D. Danilovic, M. Savic, Z. Bodroski, S. Skrbic, D. Jakovetic, “Edge Machine Learning in 3GPP NB-IoT: Architecture, Applications and Demonstration,” 2022 30th European Signal Processing Conference (EUSIPCO), Belgrade, Serbia, 2022. [International conference]
- Nikic, D. Bortnik, M. Lukic, D Danilovic, I Mezei, “Comparisons of firmware delta updates over the air using WLAN and LPWAN technologies, ” 2022 30th Telecommunications Forum (TELFOR), November 2022. [International conference]
- Kundacina, M. Forcan, M. Cosovic, D. Raca, M. Dzaferagic, D. Miskovic, M. Maksimovic, D. Vukobratovic, “Near Real-Time Distributed State Estimation via AI/ML-Empowered 5G Networks,”, IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), Singapore, 2022. [international conference]
- O. Kundacina, M. Cosovic, D. Miskovic, D. Vukobratovic, “Distributed Nonlinear State Estimation in Electric Power Systems using Graph Neural Networks,” IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), Singapore, 2022. [international conference]
- T. Devaja, M. Petkovic, A. Munari, F. Clazzer, M. Beko, D. Vukobratovic, “Massive Machine-Type Communications via Hybrid OWC/RF Networks,” 2022 13th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP), Porto, Portugal, 2022. [international conference]
- S. Sobot, V. Ninkovic, D. Vukobratovic, M. Pavlovic, M. Radovanovic, “Machine Learning Methods for Device Identification Using Wireless Fingerprinting,” 2022 International Balkan Conference on Communications and Networking (BalkanCom), Sarajevo, Bosnia and Herzegovina, 2022. [international conference]
- M. Kovačević and D. Vukobratović, “Optimal Error-Detecting Codes for General Asymmetric Channels via Sperner Theory,” 2022 IEEE Information Theory Workshop (ITW), Mumbai, India, 2022. [international conference]
- O. Kundacina, M. Cosovic, D. Vukobratovic, “State Estimation in Electric Power Systems Leveraging Graph Neural Networks,” 2022 17th International Conference on Probabilistic Methods Applied to Power Systems (PMAPS), Manchester, United Kingdom, 2022. [international conference]
- A. Armacki, D. Bajovic, D. Jakovetic, S. Kar, “Gradient Based Clustering, ” The 39th International Conference on Machine Learning (PMLR), Baltimore, Maryland, USA, July 2022.
- A. Armacki, D. Bajovic, D. Jakovetic, S. Kar, “Personalized Federated Learning via Convex Clustering,” 2022 IEEE International Smart Cities Conference (ISC2), Pafos, Cyprus, 2022. [international conference]
Publications in 2021
- M. Petkovic, T. Devaja, D. Vukobratovic, F. J. Escribano and Č. Stefanović, “Reliability Analysis of Slotted Aloha with Capture for an OWC-based IoT system,” 2021 17th International Symposium on Wireless Communication Systems (ISWCS), pp. 1-6, Berlin, Germany (virtual event), 2021. [International conference; explicit acknowledgement to H2020 INCOMING project]
- Milan Lukic, Srdjan Sobot, Ivan Mezei, Dejan Vukobratovic: “3GPP NB-IoT for Smart Environments: Testbed Experimentation and Use Cases,” IEICE Proceeding Series, Vol. 64, 2021. [International conference; explicit acknowledgement to H2020 INCOMING project].
- D. Zivojevic, M. Delalic, D. Raca, D. Vukobratovic, M. Cosovic: “Distributed Weighted Least-Squares and Gaussian Belief Propagation: An Integrated Approach,” 2021 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), Aachen, Germany, pp. 432-437, 2021. [International conference]
- M. Kovačević, D. Vukobratović, “Asymptotics of Constant-Weight Constrained Sequences with Applications,” IEEE Information Theory Workshop (ITW), Kanazawa, Japan (virtual event), 2021.
- S. Dautovic, N. Samardzic, A. Juhas, A. Ascoli, R. Tetzlaff: “Simscape and LTspice models of HP ideal generic memristor based on finite closed form solution for window functions,” 28th IEEE International Conference on Electronics, Circuits, and Systems (ICECS), Dubai, 2021. [International conference]
- V. Nikić, D. Bortnik, M. Lukić, I. Mezei, “Firmware Updates Over the Air Using NB-IoT Wireless Technology”, 2021 29th Telecommunications Forum (Telfor), Belgrade, Serbia, pp. 1-4, 2021. [International conference]
- D. Bortnik, V. Nikić, M. Lukić, I. Mezei, “Secured by hardware client-server communication based on NB-IoT technology”, 2021 Zooming Innovation in Consumer Technologies Conference (ZINC), pp. 48-53. [International conference]
- G. Mijatovic, N. Bozanic, T. Loncar-Turukalo, L. Faes, “Information−theoretic characterization of concurrent activity of neural spike trains,” 28th European Signal Processing Conference (EUSIPCO 2020), Amsterdam, Netherlands, Jan., 2021 [International conference]
Publications in 2020
- M. Petkovic, D. Vukobratovic, A. Munari, F. Clazzer: “Relay-aided slotted ALOHA for optical wireless communications,” The 12th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP 2020), Porto (online), July 2020. [International conference; explicit acknowledgement to H2020 INCOMING project]
- M. Lukic, S. Sobot, I. Mezei, D. Danilovic, D. Vukobratovic: “In-Depth Real-World Evaluation of NB-IoT Module Energy Consumption,” IEEE SmartIoT 2020, Beijing, China, Aug. 2020, [International conference; explicit acknowledgement to H2020 INCOMING project]
- V. Ninkovic, D. Vukobratovic, A. Valka, D. Dumic: “Preamble-Based Packet Detection in Wi-Fi: A Deep Learning Approach”, IEEE Vehicular Technology Conference VTC Fall 2020, Victoria, Canada, Dec. 2020. [International conference; explicit acknowledgement to H2020 INCOMING project]
- M. Lukic, S. Sobot, I. Mezei, D. Vukobratovic: “3GPP NB-IoT for Smart Environments: Testbed, Experimentation and Use Cases,” IEICE ICTF 2020, Nis, Serbia, Sept. 2020. [International conference]
- D. Vukobratovic: “Cellular Internet of Things: Current State of the Art and the Road Ahead”, invited paper, IEICE Int’l Conf on Emerging Technologies for Communications ICETC 2020, Online Virtual Conference, Dec. 2020. [International conference]
- S. Sobot, N. Gavric, Z. Bojovic, D. Vukobratovic: “An Overview of Open Source Environments for 5G Internet of Things Experimentation,” ERK 2020, Portoroz, Slovenia, Oct. 2020. [International conference]
- J. Machaj, P. Brida, O. Krejcar, M. Petkovic, Q. Shi: “Development of smartphone application for evaluation of passenger comfort,” Asian Conference on Intelligent Information and Database Systems – ACIIDS, pp. 249-259, Phuket, Thailand, Mar. 2020. [International conference]
- P. D. Bojovic, I. Basicevic, M. Pilipovic, Z. Bojovic, M. Bojovic: “The rising threat of hardware attacks USB keyboard attack case study,” 7th International Conference on Electrical, Electronic and Computing Engineering (IcETRAN 2020), Belgrade, 2020. [International conference]
- N. Krajcinovic, N. Avramovic, M. Adzic, Z. Bojovic: “People movement tracking based on estimation of ages and genders,” 28th Telecommunications Forum (TELFOR 2020), Belgrade (online), Nov. 2020. [International conference]
- G. Mijatovic, N. Bozanic, T. Loncar-Turukalo, “Investigating Neural Correlations–an Approach to Measure Concurrent Firing Activity,” 11th conference of European Study Group for Cardiovascular Oscillations, Pisa, Italy, July, 2020 [International conference]
- I. Lazic, T. Loncar-Turukalo, L. Faes, “Information-Theoretic Analysis of Cardiorespiratory Interactions During Apneic Events in Sleep,” 11th conference of European Study Group for Cardiovascular Oscillations, Pisa, Italy, July, 2020 [International conference]
- M. Pot, Z. Trpovski, T. Loncar –Turukalo, “Performance Analysis of the KMM Digital Image Compression Process,” 18th IEEE International Symposium on Intelligent Systems and Informatics (SISY), Subotica, Vol. 18, pp. 143-148, Sept. 2020. [International conference]
- J. Bozickovic, I. Lazic, T. Loncar –Turukalo, “Pneumonia Detection and Classification from X-ray Images – a Deep Learning Approach,” 7th International Conference on Electrical, Electronic and Computing Engineering (IcETRAN 2020), Belgrade, Novi Sad, Čačak and Niš (online), Sept. 2020. [International conference]