Program

Svečano otvaranje
Uvod
Pozdravne reči
Priznanja
Izlaganja po pozivu
- "The sentient network: Telco architecture evolution in the age of AGI"
Ignacio Más, PhD, Research Fellow in Autonomous Programmable Networks, Ericsson
ERICSSON - "Convergence of Wireless and AI Processing"
Dragan Samardžija, Head of Research Lab, Nokia Bell Labs US, Nokia
NOKIA
Završne reči
Prezentacije kompanija
Utorak, 25. novembar 2025.
| Pacific/Atlantic | |||
| 10:30-12:30 | SVEČANO OTVARANJE | ||
| Pacific | Mediteran/Adriatic | ||
| 14:00-15:00 | TELEKOM SRBIJA - PANEL DISKUSIJA "5G, AI i nove granice cyber bezbednosti: kako štitimo svet koji tek gradimo?" | 13:30-14:30 | CISCO "AI Ready Data Centers" |
| 15:00-16:00 | YETTEL "Digitalna transformacija u Yettelu iz ugla fizičkih i biznis korisnika" | 14:30-15:30 | RATEL "EMF RATEL" "Integralno rešenje sistema za evidentiranje radio-stanica u javnoj mobilnoj elektronskoj komunikacionoj mreži" |
| 16:00-17:00 | INSTITUT MIHAJLO PUPIN "Profil Instituta Mihajlo Pupin" | ||
Sreda, 26. novembar 2025.
| Pacific | Mediteran/Adriatic | ||
| 10:00-11:00 | VLATACOM "Adaptive Communication in Decentralized Multi-Agent Reinforcement Learning" | ||
| 11:00-12:00 | A1 "Izgradnja savremene fiksne mreže: ubrzani razvoj, akvizicija i strateška partnerstva" "Sistemi za operativnu podršku u procesima aktivacije i praćenja performansi servisa u A1 optičkoj mreži" | 11:30-12:30 | ACCENTURE SERVICES "Agentic AI for Telecom: Moving Beyond Automation" |
| 12:00-13:00 | NEC ASPIRE TECHNOLOGY "Mobile networks evolution & Road to 6G - The role of Artificial Intelligence" | ||
| 14:00-15:00 | TERI ENGINEERING "Public Warning System by Intersec: efficiently alert the public and save lives!" |
Prezentacije kompanija, Panel diskusija i drugi događaji
TELEKOM SRBIJA - PANEL DISKUSIJA, Beograd
Utorak, 25.11.2025. godine, 14:00-14:55, sala Pacific
Tema: "5G, AI i nove granice cyber bezbednosti: kako štitimo svet koji tek gradimo?"
Moderator: Natali Delić, Izvršni direktor za strategiju i digital, Telekom Srbija
Učesnici:
- Ivan Kadić, Suvlasnik i direktor startapa Reputeo
- Sanja Rakić, Menadžer SOC-a, Pulsec
- Nemanja Ognjanović, Direktor Sektora za core i tehnološku strategiju, Telekom Srbija
- Dragan Ristić, Šef Službe za planiranje IT zaštite, Telekom Srbija
YETTEL, Beograd
Utorak, 25.11.2025. godine, 15:00-15:55, sala Pacific
Tema: "Digitalna transformacija u Yettelu iz ugla fizičkih i biznis korisnika"
Predavači: Marija Stojanović, Rukovodilac službe razvoja digitalnih platformi u Yettelu i Saša Mijatović, Direktor za ICT rešenja u Yettelu
INSTITUT MIHAJLO PUPIN, Beograd
Utorak, 25.11.2025. godine, 16:00-16:55, sala Pacific
Tema: "Profil Instituta Mihajlo Pupin"
Predavač: Dr Iva Salom
CISCO, Beograd
Utorak, 25.11.2025. godine, 13:30-14:25, sala Mediteran/Adriatic
Tema: "AI Ready Data Centers"
Predavač: Aleksandar Stepancev, Country Lead at Cisco, Serbia and Montenegro & Technical Lead at Cisco, Balkans
RATEL, Beograd
Utorak, 25.11.2025. godine, 14:30-15:25, sala Mediteran/Adriatic
Tema 1: "EMF RATEL"
Predavač: Vidak Otašević
Tema 2: "Integralno rešenje sistema za evidentiranje radio-stanica u javnoj mobilnoj elektronskoj komunikacionoj mreži"
Predavači: Sanja Vuletić i Marija Janković
VLATACOM, Beograd
Sreda, 26.11.2025. godine, 10:00-10:55, sala Pacific
Tema: "Adaptive Communication in Decentralized Multi-Agent Reinforcement Learning"
Predavači: Nemanja Ilić i Miljan Vučetić
A1, Beograd
Sreda, 26.11.2025. godine, 11:00-11:55, sala Pacific
Tema 1: "Izgradnja savremene fiksne mreže: ubrzani razvoj, akvizicija i strateška partnerstva"
Predavač: Draško Maksimović, Head of Fixed Network Construction, A1 Srbija
Tema 2: "Sistemi za operativnu podršku u procesima aktivacije i praćenja performansi servisa u A1 optičkoj mreži"
Predavač: Dipl.Ing. Miroslav Crepulja, OSS Convergent Team Manager, A1 Srbija
NEC ASPIRE TECHNOLOGY, Beograd
Sreda, 26.11.2025. godine, 12:00-12:55, sala Pacific
Tema: "Mobile networks evolution & Road to 6G - The role of Artificial Intelligence"
Predavači: Igor Tomić, Vlado Spajić i Dušan Jovanović
TERI ENGINEERING, Beograd
Sreda, 26.11.2025. godine, 14:00-14:55, sala Pacific
Tema: "Public Warning System by Intersec: efficiently alert the public and save lives!"
Predavač: Nicolas Delaunay, Regional Sales Manager, Intersec
ACCENTURE SERVICES, Beograd
Sreda, 26.11.2025. godine, 11:30-12:25, sala Mediteran/Adriatic
Tema: "Agentic AI for Telecom: Moving Beyond Automation"
Predavač: Ivana Bukvić, Solution Architect – Senior Manager, Accenture
Naučne sekcije
Utorak, 25. novembar 2025.
| Pacific/Atlantic | |||||
|---|---|---|---|---|---|
| 10:30-12:30 | SVEČANO OTVARANJE | ||||
| Pacific | Atlantic 1 | Atlantic 3 | Mediteran/ Adriatic | Online | |
| 14:30-16:45 | RK 1 2.1 - 2.4 | SPS 1 4.1 - 4.5 | PD 1 OS 3 7.14 - 7.15 MM 3 10.15 - 10.18 | ||
| 17:00-19:15 | VI 1 5.1 - 5.9 | SAA 1 11.1 - 11.8 | TM 1 1.1 - 1.8 | MBM 1 3.1 - 3.7 | PD 2 SPS 2 4.6 - 4.7 PEL 2 8.6 PEM 3 9.10 - 9.12 PEV 2 12.6 PZE 2 13.9 - 13.10 |
Sreda, 26. novembar 2025.
| Pacific | Atlantic 1 | Atlantic 3 | Mediteran | Adriatic | Online | |
|---|---|---|---|---|---|---|
| 8:30-10:45 | RK 2 2.5 - 2.9 | MBM 2 3.8 - 3.13 | ST 1 14.1 - 14.3 | PD 3 VI 2 5.10 - 5.11 DS 2 6.8 - 6.9 SAA 3 11.16 - 11.18 | ||
| 11:00-13:15 | SAA 2 11.9 - 11.15 | DS 1 6.1 - 6.7 | ||||
| 14:30-16:45 | MM 1 10.1 - 10.7 | PEM 1 9.1 - 9.5 | OS 1 7.1 - 7.7 | PEV 1 12.1 - 12.5 | PD 4 TM 2 1.9 - 1.11 RK 3 2.10 MBM 3 3.14 - 3.18 | |
| 17:00-19:15 | PZE 1 13.1 - 13.8 | MM 2 10.8 - 10.14 | PEM 2 9.6 - 9.9 | OS 2 7.8 - 7.13 | PEL 1 8.1 - 8.5 |
Sekcije
- Telekomunikacione mreže (TM)
- Radio-komunikacije (RK)
- Mobilne, bežične i IoT mreže (MBM)
- Sistemi prenosa signala (SPS)
- Veštačka inteligencija (VI)
- Data Science (DS)
- Obrada signala (OS)
- Primenjena elektronika (PEL)
- Primenjena elektromagnetika (PEM)
- Multimedija (MM)
- Softverski alati i aplikacije (SAA)
- Pametna i efikasna vozila (PEV)
- Pametne mreže i zelena energija (PZE)
- Studentska sekcija (ST)
- Prezentacije na daljinu (PD)
Sekcija 1: Telekomunikacione mreže (TM)
TM - 1, Utorak, 25.11.2025., 17:00-19:15, sala Atlantic 3
Predsedavajući: Zoran Čiča
1.1. Kosana Pavlovic, Milan Lukic: LoRaWAN system for tracking number of people in a room
1.2. Miloš Tomić, Aleksa Cvetanović, Predrag Tadić: Improving DNS Exfiltration Detection via Transformer Pretraining
(premešteno u PD4) 1.3. Roaa Algayyim, Sándor Imre: Simulation of Entanglement-Based Competition Resolution in Distributed Systems
1.4. Hristo Stanev, Slav Mitev: Organisational and technical challenges for conflict-free use of civil airport airspace by drones
1.5. Slav Mitev, Hristo Stanev: The Raman Effect And Its Application In Optical Amplifiers
1.6. Kenan Saračević, Anel Tanović: Optimization of IT Services Using Cloud Platforms with AI-based Intelligent Resource Management
1.7. Namir Škaljo, Alen Begović: The impact of an open-circuit fault on QoS parameters for IPTV over VDSL
(premešteno u PD4) 1.8. Nermin Goran, Semir Ibrahimović, Elma Avdagić-Golub: An AI-Powered Multi-Agent Ecosystem for Cost-Effective Planning and Expansion of Telecommunication Access Network
TM - 2, zajedno sa RK - 3, MBM - 3, Prezentacije na daljinu PD - 4, Sreda, 26.11.2025., 14:30-16:45, Online
Predsedavajući: Goran Marković
1.9. Bogdan Krivokapic, Slavica Tomovic, Igor Radusinovic: Adaptive Physical Layer Authentication for Underwater Acoustic Sensor Networks with Self-Calibrating Parameters
1.10. Zlate Bogoevski, Danijela Efnusheva, Ana Cholakovska, Tomislav Shuminovski, Hristijan Gjoreski: High-Performance IP-over-WDM Networking: Fixed-Wavelength, Programmable 10G SFP, and Passive WDM Implementation
1.11. Elzana Dupljak, Ervin Domazet, Amra Feta Abazi: Packet-Loss–Aware Neural Compression for Telepathology over 5G-Class Networks: A BreakHis Case Study
Sekcija 2: Radio-komunikacije (RK)
RK - 1, Utorak, 25.11.2025., 14:30-16:45, sala Atlantic 1
Predsedavajući: Mirjana Simić Pejović, Marija Malnar
2.1. Volkan Ozduran: Leakage Rate Analysis for Untrusted RIS Under Non-Orthogonal CCI in 6G Bands - Invited paper
2.2. Elif Öztürk Koç, Işın Erer: An Encoder-Decoder RetNet Model for FMCW Radar Interference Mitigation
2.3. Dušan Bortnik, Vladimir Nikić, Milan Lukić, Ivan Mezei: Evaluation of Machine Learning Algorithms for Indoor Localization of NB-IoT Module Based on Radio Channel Quality
2.4. Goran Josifovski, Zoran Hadzi-Velkov: Performance Comparison of Channel Estimation Methods for XL-MIMO Systems
RK - 2, Sreda, 26.11.2025., 08:30-10:45, sala Atlantic 1
Predsedavajući: Vesna Blagojević, Volkan Ozduran
2.5. Volkan Ozduran: Relay-enabled Dual-Hop Network in 6G Bands
2.6. Volkan Ozduran: Two-Way AF Relaying over 6G Bands
2.7. Ioana-Adriana Manea, Cristina-Maria Andras, Florin Alexa: Half-Power Beamwidth Evaluation of Uniform Linear Arrays in Multi-User MIMO Systems
2.8. Volkan Ozduran: Leakage Rate Analysis for Untrusted RIS with Imperfect CSI
2.9. Volkan Ozduran: RIS Selection in 6G Networks
RK - 3, zajedno sa TM - 2, MBM - 3, Prezentacije na daljinu PD - 4, Sreda, 26.11.2025., 14:30-16:45, Online
Predsedavajući: Goran Marković
2.10. Lucija Žužić, Renato Filjar: Circular analysis of long-term GNSS horizontal positioning error time series observed in the sub-equatorial region
Sekcija 3: Mobilne i bežične mreže (MBM)
MBM - 1, Utorak, 25.11.2025., 17:00-19:15, sala Mediteran/Adriatic
Predsedavajući: Marija Malnar
3.1. Pavle Bugarcic, Nenad Jevtic, Marija Malnar: Enhancement of Routing Protocols for VANETs and FANETs Using Machine Learning - Invited paper
3.2. Vitomir Djaja-Jośko, Marcin Kolakowski, Jacek Cichocki, Jerzy Kolakowski: Overview of the RENEW platform, an AI and DT-driven solution aimed at optimizing care for hypertensive patients
3.3. Kristina Živanović, Dimitrije Kolašinac, Zaharije Radivojević: A survey and evaluation of wireless sensor networks security
3.4. Kristina Živanović, Pavle Vuletić: Kernel-level DDoS Protection Using eBPF in IoT Networks
3.5. Ivan Kosta, Snezana Anetic, Luka Jovanovic, Milos Antonijevic, Miodrag Zivkovic, Nebojsa Bacanin: Hyperparameter Tuning With Modified Metaheuristics For Intrusion Detection in IoT Networks
3.6. Dusan Cvetkovic, Miodrag Zivkovic, Tamara Zivkovic, Nebojsa Bacanin, Snezana Anetic, Branislav Radomirovic: CatBoost Optimized With Adapted Reptile Search Algorithm for Intrusion Detection Systems
3.7. Milica Kljajić, Goran Marković, Marija Malnar: Ka AI-zasnovanom inženjeringu saobraćaja u 5G/6G mrežama
MBM - 2, Sreda, 26.11.2025., 08:30-10:45, sala Atlantic 3
Predsedavajući: Goran Marković
3.8. Darko Koloski, Toni Janevski, Tomislav Šuminoski: Analysis of Use Cases in 6G Mobile Networks
3.9. Ivan Petrov, Kurt Horvath, Stojan Kitanov, Dragi Kimovski, Fisnik Doko, Toni Janevski: 6G Network O-RAN Energy Efficiency Performance Evaluation
3.10. Uroš Savković, Igor Tomić, Nataša Nešković, Aleksandar Nešković: Optimized Scheduling and Resource Allocation in 4G/5G Carrier Aggregation Network Deployments
3.11. Cagla Tantur Karagul, Mehmet Burak Akgun, Huseyin Ugur Yildiz, Bulent Tavli: Non-uniform k-Connectivity for Energy-Efficient and Reliable Underwater Wireless Sensor Networks
3.12. Aleksa Albijanić, Slavica Tomovic, Igor Radusinovic: CEDAR: A Communication Protocol for Collaborative Event Detection and Reporting in Duty-Cycled Underwater Acoustic Networks
3.13. Natalia Skliar, Roman Pavlovich, Roman Kostin, Ali Alizadeh, Khelvas Aleksandr, Aleksandr Gilya-Zetinov, Mikhail Marinovich, Ruslan Pashkov, Dmitry Severov: Educational Laboratory Course on UWB Technology
MBM - 3, zajedno sa TM - 2, RK - 3, Prezentacije na daljinu PD - 4, Sreda, 26.11.2025., 14:30-16:45, Online
Predsedavajući: Goran Marković
3.14. Marcin Kolakowski, Vitomir Djaja-Jośko: Dynamic Accuracy Estimation in a Wi-Fi-based Positioning System
3.15. Lars Wischhof, Robert Muellner: Subjective Perception of the Quality of Data Services for Smartphone Applications
3.16. Evangelia Konstantopoulou, Nicolas Sklavos: A Framework for Teaching 5G/6G Security with Explainable AI
3.17. Valentin-Dimitrie Popescu, Mircea Giurgiu, Marton Cserei: Development of AI-based Microdrone Capabilities for Multifunctional Aerial Applications
3.18. Uroš Bojanić, Mirjana Simić Pejović, Milan Bjelica: Distance Metric Robustness in RSSI Fingerprinting Under Sparse Access Point Conditions
Sekcija 4: Sistemi prenosa signala (SPS)
SPS - 1, Utorak, 25.11.2025., 14:30-16:45, sala Atlantic 3
Predsedavajući: Goran Đorđević, Dejan Drajić
4.1. Vukan Ninkovic, Dejan Vukobratovic: Learning Binary Autoencoder-Based Codes with Progressive Training - Invited paper
4.2. Aleksandar Minja: Reduced-Complexity Successive Cancelation Decoding of Z4 Splitting Codes
4.3. Batuhan Bertan Karagöz, Serdar Inal, Erdal Panayirci, Ertugrul Basar: Channel Modeling for UAV-Based Air-to-Ground Communications in Post-Disaster Environments Using Sionna RT
4.4. Burak Alptug Yilmaz, Galip Orkun Arican, Nursel Akcam: Ultra-Wideband Multi-Purpose MIMO Antenna Design for Communication Applications
4.5. Jovan Zlatanovic: Automation and correlation of audio and video recordings
SPS - 2, zajedno sa PEL - 2, PEM - 3, PEV - 2, PZE - 2, Prezentacije na daljinu PD - 2, Utorak, 25.11.2025., 17:00-19:15, Online
Predsedavajući: Semih Doğu
4.6. Doaa Subhi, Laszlo Bacsardi: A Case Study on the Impact of Noise on Maximum Likelihood Quantum Amplitude Estimation
4.7. Enis Körpe, Mustafa Alper Akkaş, Yavuz Öztürk: AI-Driven Optimization of THz Vehicular Communication
Sekcija 5: Veštačka inteligencija (VI)
VI - 1, Utorak, 25.11.2025., 17:00-19:15, sala Pacific
Predsedavajući: Vuk Batanović, Jelena Mladenović
5.1. Tassadaq Nawaz, Anjuman Ara Kali, Omer Ali, John Mclaughlin, Lizy Abraham: Exploiting Machine Learning for Industrial Defrost Cycle Characterization
(premešteno u PD1) 5.2. Aspasia Oikonomou, Ilias Savvas: How Helpful is AI, Really? Quantifying the Impact of Various Platforms on Student Exam Outcomes
5.3. Olga Dukić, Olga Ristić: Agentsko BDD testiranje dijaloga: stabilizacija DialogManager-a kroz failure-driven evoluciju
(premešteno u PD3) 5.4. Alvin Huseinovic, Halil Bisgin, Yusuf Korkmaz, Suleyman Uludag: Using Deep Learning Approach to Detect Mixed-rate Data Spoofing in PMUs
5.5. Stojancho Tudjarski, Ana Angjelevska, Marjan Gushev, Ana Madevska Bogdanova: Overview of Interpretable and Explainable Artificial Intelligence for Atrial Fibrillation
(premešteno u PD3) 5.6. Mare Srbinovska, Zivko Kokolanski, Vladimir Dimcev, Dimitar Taskovski, Marija Markovska Dimitrovska, Maja Celeska Krstevska: Integrating Digital Twins and Machine Learning in Industry 4.0: State of the Art and Research Perspectives
5.7. Andrada Petrescu, Mihaela Gordan, Şerban-Nicolae Meza, Andrei-Gheorghe Corcheş: RO-MIL: A Ground-View Military Object Detection Dataset
5.8. Đorđe Borozan, Miloš Brajović, Isidora Stanković, Ljubiša Stanković: Joint Learning of Graph Structure and Parametrized Graph Shift Operators
5.9. Željko Bolević, Miloš Brajović, Isidora Stanković, Ljubiša Stanković: GraphNNK - Graph Classification and Interpretability
VI - 2, zajedno sa DS - 2, SAA - 3, Prezentacije na daljinu PD - 3, Sreda, 26.11.2025., 08:30-10:45, Online
Predsedavajući: Vladimir Zdraveski
5.10. Medina Kapo, Anel Tanović, Emir Buza: Benchmarking Super-Resolution Models with TensorFlow and JAX on the DermaMNIST Dataset
5.11. Uroš Bojanić: Mašinsko učenje u oblasti kognitivnog radija: dvodecenijska evolucija i pravci daljeg razvoja
Sekcija 6: Nauka o podacima (DS)
DS - 1, Sreda, 26.11.2025., 11:00-13:15, sala Atlantic 3
Predsedavajući: Dražen Drašković
6.1. Kenan Saračević, Alen Čelik, Almir Karabegović: Integration of Business Intelligence Systems with Spatial Components for the Presentation of Tourist Movement
6.2. Yasuhiro iida, Bojan Mrazovac, Yasuo Ishigure, Tasuku Mariya, Ikuma Sato, Ayahiko Niimi: Robust Metric for the Labeling Quality of the Cervical Cytology Similarity Graph
(premešteno u PD3) 6.3. Alen Čelik, Kenan Saračević, Almir Karabegović: System for analytical processing with an integrated data warehouse for presenting tourism trends (Case study: Sarajevo)
6.4. Haris Hanjalic, Samed Jukic: Integrating Big Data Analytics with the Aura Blockchain for Supply Chain Insights
6.5. Dan L. Lacrama, Florentina Pintea, Florin Alexa, Antoanela Naaji: Simplified Algorithm for Evaluating the Pollution in a Spot Affected by Multiple Contamination Souces
6.6. Marjan Gusev, Ana Madevska Bogdanova, Nevena Ackovska, Magdalena Kostoska, Dimitar Mileski, Alen Kostov: An Overview of Legal Artificial Intelligence Assistants Landscape
6.7. Ana Pletvarec, Ana Sofronievska, Katerina Saneva, Zoran Hadzi-Velkov: Fixed versus Backtracking Step Sizes in Gradient Descent and Nesterov Acceleration
DS - 2, zajedno sa VI - 2, SAA - 3, Prezentacije na daljinu PD - 3, Sreda, 26.11.2025., 08:30-10:45, Online
Predsedavajući: Vladimir Zdraveski
6.8. Muhammed Kotan, Sunusi Abdullahi: MetaFSelect: No-Code Metaheuristic Feature Selection for Machine Learning
6.9. Ajla Ćerimagić Hasibović, Muhamed Hasić, Kara Westerfield: Emphasizing Cybersecurity in Insurance: Case Study Bosnia and Herzegovina
Sekcija 7: Obrada signala (OS)
OS - 1, Sreda, 26.11.2025., 14:30-16:45, sala Mediteran
Predsedavajući: Dragana Šumarac Pavlović
7.1. Nikola Petrović, Marija Petrović, Vladimir Milovanović: From Front-End to Perception: A Chisel Generator for Low-Latency FMCW Radar Signal Processing - Invited paper
7.2. Matija Marijan, Miloš Bjelić: Message Passing Neural Networks for Sound Source Localization
7.3. Zvezdana Kuzmanović, Sara Čubrilović: Time Synchronization in OFDM-based Secure Data Transmission Schemes Over Voice Channels
7.4. Stefan Panic, Aleksandar Mosic, Vladeta Milenkovic: A Rician-Based Physically Motivated Wavelet for Fading Channel Signal Classification
7.5. Branko Marković, Veljko Loncarević, Jovan Galić: Application of 1D-Convolutional Neural Networks for Whispered Speech Recognition
7.6. Petar Drašković, Miloš Daković, Jonatan Lerga, Ali Bagheri Bardi, Ljubiša Stanković: Reconstruction of missing samples in signal defined on a directed graph
7.7. Selena Bogojević, Sanja Vujnović, Olivera Knežević, Vladislava Krsmanović: Functional principal component analysis for classification of standing long jump stability
OS - 2, Sreda, 26.11.2025., 17:00-19:15, sala Mediteran
Predsedavajući: Milorad Paskaš
7.8. Marko Milivojčević, Dejan Ćirić: Acoustic Classification of Internal Combustion Engines According to Fuel Type - Invited paper
7.9. Milorad Paskaš: Improvement of Fourier Domain-Based Fractional Anisotropic Diffusion for Image Denoising Using Deep Learning
7.10. Andjela Draganić, Djordje Stanković, Nedjeljko Lekić, Irena Orović: A Hermite transform-based watermarking approach for robust and imperceptible image protection
7.11. Nikolay Gapon, Viacheslav Voronin, Marina Zhdanova, Alexander Zelensky, Evgenii Semenishchev: Improved SLAM Accuracy for Agricultural Robots via Depth Image Reconstruction
7.12. Andrej Cvijetić, Djordje Stanković, Andjela Draganić, Irena Orović: Super-Resolution of noisy images using L-estimate Compressive Sensing filter and CNN approach
7.13. Isidora Stanković, Miloš Brajović, Miloš Daković, Ljubiša Stanković: Probabilistic RANSAC with Laplacian-Softmax Weighting for Sparse Image Reconstruction
OS - 3, zajedno sa MM - 3, Prezentacije na daljinu PD - 1, Utorak, 25.11.2025., 14:30-16:45, Online
Predsedavajući: Mircea Giurgiu
7.14. Jan Cícha, David Haisman, Pavel Horský: Influence of Psychological Stress on Short-Time Energy of Speech Signal
7.15. Ali Al-Tamimi, Rasha Thabit: Reliable Recovery Algorithm for Multi-Face Images Authentication Technology
Sekcija 8: Primenjena elektronika (PEL)
PEL - 1, Sreda, 26.11.2025., 17:00-19:15, sala Adriatic
Predsedavajući: Zlatko Bundalo, Dušan Grujić
8.1. Dušan Grujić, Nikola Petrović: Constant-Impedance T and Π Phase Shifters
8.2. Asja Muharemović, Dejan Jokić, Jasmin Kevrić, Marko Simeunović: Real-Time Kinematics Positioning GNSS Landslide Monitoring System – Hardware Components
8.3. Ivan Čejić, Andrija Nešković, Mladen Berekovic, Saleh Mulhem, Vuk Vranjković: Area-Optimized RISC-V Matrix Extension Implementation for Edge Devices
8.4. Dusanka Bundalo, Zlatko Bundalo, Mirko Sajic, Igor Dugonjic: Transformation of Petrol Stations into Battery Stations and Application of Electronic and Information Technologies as a Way for Electric Vehicles Energy Supply
(premešteno u PD2) 8.5. Adrian Oblu, Adrian Focsa, Cristina Despina-Stoian, Stefan-Adrian Toma: Synthetic aperture radar position estimation using stereo cameras
PEL - 2, zajedno sa SPS - 2, PEM - 3, PEV - 2, PZE - 2, Prezentacije na daljinu PD - 2, Utorak, 25.11.2025., 17:00-19:15, Online
Predsedavajući: Semih Doğu
8.6. Mehmet Batuhan Dinc, Mustafa Berke Yelten: A 2-W Ka-Band Power Amplifier Design in the 0.15 um GaAs pHEMT Technology
Sekcija 9: Primenjena elektromagnetika (PEM)
PEM - 1, Sreda, 26.11.2025., 14:30-16:45, sala Atlantic 3
Predsedavajući: Nikola Basta
9.1. Anja Kovacevic, Dragan Olcan, Antonije Djordjevic: Design of Pulse-Shaping Circuits for Electrostatic Discharge Generator
9.2. Osman Said Bişkin, Talha Saydam, Serkan Aksoy: Correction of Field Amplitudes and Resonance Frequency Levels in FDTD Solutions for Uniform and Nonuniform Grids
9.3. Melike Tasci, Muhammed Ismail Pence, Gulsah Yildiz, Cemanur Aydinalp: Reflection Coefficient Analysis of Open-Ended Coaxial Probes Based on Geometrical Parameters
9.4. Jelena Trajković, Slobodan Savić, Darko Ninković, Andjelija Ilić, Milan Ilić: Machine learning methods for error correction in the OAM-based wireless communications
9.5. Asja Muharemović, Dejan Jokić, Jasmin Kevrić, Marko Simeunović: Real-Time Kinematics Positioning GNSS Landslide Monitoring System – Comprehensive Review
PEM - 2, Sreda, 26.11.2025., 17:00-19:15, sala Atlantic 3
Predsedavajući: Branko Kolundzija
9.6. Osman Said Bişkin, Talha Saydam, Serkan Aksoy: Modeling of Central-Loop TDEM Systems Using Explicit and Implicit FDTD Methods
9.7. Nikola Basta, Dragan Olcan: Electromagnetic Interference from Constant-Current SMPS in Amateur Radio Bands up to 150 MHz
9.8. Adnan Mujezinović, Ajdin Alihodžić, Maja Muftić Dedović, Maja Grbić, Aleksandar Pavlović: Influence of RTV coating thickness on electric field intensity values in the vicinity of overhead transmission line conductors
9.9. Boro Reljic, Slobodan Simic, Zoran Golubicic, Aleksa Zejak: Planar PCB antenna array with DT distribution and increased efficiency for surveillance radar application
PEM - 3, zajedno sa SPS - 2, PEL - 2, PEV - 2, PZE - 2, Prezentacije na daljinu PD - 2, Utorak, 25.11.2025., 17:00-19:15, Online
Predsedavajući: Semih Doğu
9.10. Ahmet Kahraman, Semih Doğu: Design and Comparison of PCB- and Thin-Film-Based Ka-Band Wilkinson Power Dividers
9.11. Furkan Çiftçi, Yusuf Gurbet, Semih Doğu: A 200 GHz Bow-Tie Antenna Employing Frequency Selective Surface Integration for On-Chip Systems
9.12. Furkan Babacan, Arda Cetin, Ahmet Gül, Semih Doğu: Ku-Band Compact Circular Polarized Patch Antenna for CubeSat Applications
Sekcija 10: Multimedija (MM)
MM - 1, Sreda, 26.11.2025., 14:30-16:45, sala Atlantic 1
Predsedavajući: Veljko Papić, Ana Gavrovska
10.1. Siniša Suzić, Vuk Stanojev, Milan Sečujski, Nikola Simić, Tijana Nosek, Dragana Bajović: Enhancing Call Center Support for Child Care: Retrieval-Augmented Generation in Serbian
10.2. Ivana Čavor, Slobodan Djukanović: Acoustic Foundation Model-Based Vehicle Speed Classification in Real-World Environments
10.3. Stojancho Tudjarski, Nikola Petrovski, Marjan Gushev, Nevena Ackovska: Deep Learning Image Embeddings for V Beat Classification
10.4. Bilgin Demir, Ervin Domazet: Self-Supervised Learning for Multi-Lead ECG Classification Reducing Annotation Burden and Improving Generalization
10.5. Milan Milivojić, Dragi Dujković, Ana Gavrovska: Rényi Entropy based Cognitive Load Evaluation via Photoplethysmography
10.6. Dejan Bogosavljev, Željko Lukač: A Method of Converting Data between different Mediums by forming a shared distribution between multiple Generative Models
10.7. Uroš Krstić, Ana Gavrovska: Imperceptibility and Robustness in GAN-Based Steganography Under Cover Image Degradations
MM - 2, Sreda, 26.11.2025., 17:00-19:15, sala Atlantic 1
Predsedavajući: Ana Gavrovska, Veljko Papić
10.8. Radenko Banovic, Dragan Kukolj, Ilija Basicevic: A Hybrid Approach to Efficient Adaptive Multimedia Streaming - Invited paper
10.9. Jovana Arsic, Luka Jovanovic, Snezana Anetic, Csaba Varsandan, Miodrag Zivkovic, Nebojsa Bacanin: Hybrid Metaheuristic: An Natural Language Processing Application in Log Anomaly Detection
10.10. Vladimir Nikić, Dušan Bortnik, Milan Lukić, Ivan Mezei: Optimization of CNN Architectures for Training on Resource-Constrained Edge Devices Using PSO
10.11. Dimitrije Popović, Slobodan Milutinović, Miloš Vujisić: Analitički simulator CT skenera sa lepezastim snopom za analizu odnosa apsorbovane doze i kvaliteta rekonstruisane slike
10.12. Goran Kovačević, Ana Gavrovska: Implementation of DICOM Security Profiles
10.13. Nebojša Simić, Ana Gavrovska: Resource-Efficient Transfer Learning by Evaluating Model Robustness to Aggressive Video Metadata Modification
10.14. Aleksa Samardzija: Classification of Baleen Whale Social Calls Using Convolutional Neural Networks and Mel-Spectrograms
MM - 3, zajedno sa OS - 3, Prezentacije na daljinu PD - 1, Utorak, 25.11.2025., 14:30-16:45, Online
Predsedavajući: Mircea Giurgiu
10.15. Blagoja Todorovski, Stefan Spasovski, Zoran Ivanovski, Branislav Gerazov, Tomislav Kartalov: Hybrid System for Macedonian Sign Language Translation and Recognition Using NLP, Computer Vision, and 3D Animation
10.16. Valentin Popescu, Mircea Giurgiu: Optimizing Speech Emotion Recognition with Attention-Driven Deep CRNN
10.17. Emre Bayraktar, Faruk Gökdeli, Emir Ahmet Şişman, Nur Banu Hancı, Oğuzhan Erdem, Nermin Şakru: Deep Learning Approaches for Image-Based Malaria Detection
10.18. Andrei Axente, Mircea Giurgiu: Audio Fakes in the Noise: Hybrid DNN-based Detection with SE-U-Net, ResNet-18, and wav2vec2-XLSR Embeddings
Sekcija 11: Softverski alati i aplikacije (SAA)
SAA - 1, Utorak, 25.11.2025., 17:00-19:15, sala Atlantic 1
Predsedavajući: Žarko Stanisavljević, Dražen Drašković
11.1. Nenad Petrović, Suad Suljović: Agentic GenAI-Driven Network Management: Outage Probability of Relay Signal Transmission Using DF Technique under BX Fading Case Study - Invited paper
11.2. Ilija Kulić, Pavle Vuletić, Danko Miladinović: Early attestation of the Confidential Virtual Machine with Full Disk Encryption support
11.3. Valerijan Matvejev, Dražen Drašković, Boško Nikolić, Dragan Bojić: Web application for predicting image memorability using a machine learning model
11.4. Evgenija Krajchevska, Marjan Gusev: Benchmarking Functions versus Containers for Compute-Intensive Workloads
11.5. Petar Ordanoski, Marjan Gusev: Scalability and Multitenancy Analysis of SaaS Infomatrix ERP
11.6. Vojdan Kjorveziroski, Sonja Filiposka, Anastas Mishev: Federated Execution of Scientific Workflows
11.7. Katarina-Glorija Grujić, Miloš Simić: User Defined Memory Sharing and Execution for Edge Based Collaborative Applications
11.8. Marko Štaka, Sonja Ristić, Miroslav Stefanović, Danilo Nikolić, Darko Stefanović: Recommended Steps for Developing Optimized and Secure Smart Contracts
SAA - 2, Sreda, 26.11.2025., 11:00-13:15, sala Atlantic 1
Predsedavajući: Ilija Bašičević, Zaharije Radivojević
11.9. Teodora Novković, Jelena Kovačević, Ivan Kaštelan: A Uniform Framework for Testing Embedded Audio Systems: Methodology and Experimental Validation - Invited paper
11.10. Stefan Tubić, Zaharije Radivojević, Miloš Cvetanović, Saša Stojanović: An alternative architectural language for modeling complex software systems - Invited paper
11.11. Ilija Bašičević, Milan Žeželj, Miloš Jovanović, Filip Parag, Miroslav Popović, Mirko Sužnjević: Emulation of Slowloris attack
11.12. Miroslav Popovic, Marko Popovic, Pavle Vasiljevic, Ilija Basicevic: A Generic Algorithm for Universal TDM Communication over Inter Satellite Links
11.13. Miroslav Popovic, Marko Popovic, Pavle Vasiljevic, Miodrag Djukic: Formal Verification of a Generic Algorithm for TDM Communication over Inter Satellite Links
11.14. Ahmed Mahmoudi, Christopher Horn, Saleh Mulhem, Rainer Buchty, Mladen Berekovic, Rolf Meyer: TinyML Unleashed: Accelerating TFLite Micro Kernels with RISC-V Vector Extension
(premešteno u PD3) 11.15. Berk Yildirim, Borislav Djordjevic, Nikola Zogović: Comparing the performance of 64-bit Linux file systems on the Proxmox virtual environment
SAA - 3, zajedno sa VI - 2, DS - 2, Prezentacije na daljinu PD - 3, Sreda, 26.11.2025., 08:30-10:45, Online
Predsedavajući: Vladimir Zdraveski
11.16. Darko Petrushevski, Vladimir Zdraveski: Parallelized Movie Recommendation System for Efficient User Personalization
11.17. Sanja Vasilova, Ljube Saragjinov, Vladimir Zdraveski: Live Football Statistics Aggregator
11.18. Faruk Hota, Dejan Jokić: Rapid prototyping techniques of industrial environment
Sekcija 12: Pametna i efikasna vozila (PEV)
PEV - 1, Sreda, 26.11.2025., 14:30-16:45, sala Adriatic
Predsedavajući: Ivan Blagojević, Dragan Stamenković
12.1. Anja Obradov, Bogdan Pavković, Dimitrije Stojanović, Nenad Četić: Applying multi-agent LLMs to Threat Analysis and Risk Assessment in Automotive Security
(premešteno u PD1) 12.2. Suad Nesimi, Ervin Domazet: Resilient Autonomy A Research Survey on Fault Tolerance in Heterogeneous Architectures for Autonomous Vehicles
12.3. Jelena Elez, Predrag Tadić, Jelena Popovic Bozovic: A Lightweight Reinforcement Learning Baseline for 3D LiDAR Control under Memory Constraints
12.4. Jelena Velimirović, Lazar Velimirović, Ivana Petkovski: XGBoost Session-Level Energy Demand Prediction for EV Charging Stations Using Behavioral and Contextual Data
12.5. Dzhihan Menseidov, Slav Mitev: Monte Carlo assessment of reliability and connectivity in coordinated flights of a swarm of small UAVs
PEV - 2, zajedno sa SPS - 2, PEL - 2, PEM - 3, PZE - 2, Prezentacije na daljinu PD - 2, Utorak, 25.11.2025., 17:00-19:15, Online
Predsedavajući: Semih Doğu
12.6. Veton Rushiti, Slobodan Kalajdziski, Biljana Risteska Stojkoska: Detection and Recognition of UAVs by using Deep Learning Techniques
Sekcija 13: Pametne mreže i zelena energija (PZE)
PZE - 1, Sreda, 26.11.2025., 17:00-19:15, sala Pacific
Predsedavajući: Tomislav Rajić
13.1. Luka Jovanovic, Jovana Arsic, Ivan Kosta, Valentin Thomas, Nebojsa Bacanin, Miodrag Zivkovic: Solar Power Forecasting Using Modified Particle Swarm Optimization and Long Short-Term Memory
13.2. (online) Nermin Komar, Mirza Batalovic: Entropy-Based Multilevel Thresholding of Transmission Line Insulator Images Using PSO and ACOR Algorithms
13.3. (online) Nermin Komar, Medina Kapo, Mirza Batalovic, Emir Buza: Evaluation of CNN-Based Models for Binary Classification of Power Line Insulators
13.4. (online) Cvetanka Bibiloska, Elena Todorova, Ema Mishevska, Marija Markovska, Dimitar Taskovski, Branislav Gerazov: Feature Importance Analysis of Smart Meter Time Series for Electricity Theft Detection
13.5. (online) Selmir Gajip, Pamela Njemčević, Mirza Hamza, Marko Dimitrijević, Senad Huseinbegović, Martin Ćlasan: Guidelines for Selecting Communication Technologies Between Power Electronic Converters and Their Digital Twins in Smart Grid Systems
13.6. Ana Kolovska, Marjan Gusev, Dimitar Mileski: Small Prompts, Big Energy and CO2 Impact: Benchmarking Ollama LLMs on CPU and GPU
13.7. (online) Imran Kovač, Senad Huseinbegović, Boban Veselić, Čedomir Milosavljević: Discrete-Time Sliding Mode Based Controller of DC-DC Buck Converter
13.8. Branimir Davidović: Optička mreža za daljinsko upravljanje tračnim transporterima
PZE - 2, zajedno sa SPS - 2, PEL - 2, PEM - 3, PEV - 2, Prezentacije na daljinu PD - 2, Utorak, 25.11.2025., 17:00-19:15, Online
Predsedavajući:
13.9. Lidija Korunović, Teodora Denić: Economic Dispatch in Grids with Solar Power Plants and Energy Storage Systems
13.10. Lidija Korunović, Dragan Vučković, Goran Vučković: The Analysis of Harmonic Currents of Residential Heat Pump During Characteristic Operating Modes
Sekcija 14: Studentska sekcija (ST)
ST - 1, Sreda, 26.11.2025., 08:30-10:45, sala Mediteran
Predsedavajući: Milka Potrebić Ivaniš, Nikola Basta
14.1. (online) Saatvik Arya, Minakshi Arya, Shubhavi Arya: Hybrid Permission–API GNNs with Temporal Descriptors and Adaptive Ensembles for Android Malware Detection
14.2. Uroš Joković: ESP-NOW Based Automatic Gate Control System
14.3. Andreja Maksimović, Vladimir Ignjatijević: An Arduino UNO-based Open Hardware Gain-Adjustable Optical Power Meter
Sekcija 15: Prezentacije na daljinu (PD)
PD - 1, Utorak, 25.11.2025., 14:30-16:45, Online
Predsedavajući: Mircea Giurgiu
7.14. Jan Cícha, David Haisman, Pavel Horský: Influence of Psychological Stress on Short-Time Energy of Speech Signal
7.15. Ali Al-Tamimi, Rasha Thabit: Reliable Recovery Algorithm for Multi-Face Images Authentication Technology
10.15. Blagoja Todorovski, Stefan Spasovski, Zoran Ivanovski, Branislav Gerazov, Tomislav Kartalov: Hybrid System for Macedonian Sign Language Translation and Recognition Using NLP, Computer Vision, and 3D Animation
10.16. Valentin Popescu, Mircea Giurgiu: Optimizing Speech Emotion Recognition with Attention-Driven Deep CRNN
10.17. Emre Bayraktar, Faruk Gökdeli, Emir Ahmet Şişman, Nur Banu Hancı, Oğuzhan Erdem, Nermin Şakru: Deep Learning Approaches for Image-Based Malaria Detection
10.18. Andrei Axente, Mircea Giurgiu: Audio Fakes in the Noise: Hybrid DNN-based Detection with SE-U-Net, ResNet-18, and wav2vec2-XLSR Embeddings
12.2. Suad Nesimi, Ervin Domazet: Resilient Autonomy A Research Survey on Fault Tolerance in Heterogeneous Architectures for Autonomous Vehicles
5.2. Aspasia Oikonomou, Ilias Savvas: How Helpful is AI, Really? Quantifying the Impact of Various Platforms on Student Exam Outcomes
PD - 2, Utorak, 25.11.2025., 17:00-19:15, Online
Predsedavajući: Semih Doğu
4.6. Doaa Subhi, Laszlo Bacsardi: A Case Study on the Impact of Noise on Maximum Likelihood Quantum Amplitude Estimation.
4.7. Enis Körpe, Mustafa Alper Akkaş, Yavuz Öztürk: AI-Driven Optimization of THz Vehicular Communication
8.6. Mehmet Batuhan Dinc, Mustafa Berke Yelten: A 2-W Ka-Band Power Amplifier Design in the 0.15 um GaAs pHEMT Technology
9.10. Ahmet Kahraman, Semih Doğu: Design and Comparison of PCB- and Thin-Film-Based Ka-Band Wilkinson Power Dividers
9.11. Furkan Çiftçi, Yusuf Gurbet, Semih Doğu: A 200 GHz Bow-Tie Antenna Employing Frequency Selective Surface Integration for On-Chip Systems
9.12. Furkan Babacan, Arda Cetin, Ahmet Gül, Semih Doğu: Ku-Band Compact Circular Polarized Patch Antenna for CubeSat Applications
12.6. Veton Rushiti, Slobodan Kalajdziski, Biljana Risteska Stojkoska: Detection and Recognition of UAVs by using Deep Learning Techniques
13.9. Lidija Korunović, Teodora Denić: Economic Dispatch in Grids with Solar Power Plants and Energy Storage Systems
13.10. Lidija Korunović, Dragan Vučković, Goran Vučković: The Analysis of Harmonic Currents of Residential Heat Pump During Characteristic Operating Modes
8.5. Adrian Oblu, Adrian Focsa, Cristina Despina-Stoian, Stefan-Adrian Toma: Synthetic aperture radar position estimation using stereo cameras
PD - 3, Sreda, 26.11.2025., 08:30-10:45, Online
Predsedavajući: Vladimir Zdraveski
5.10. Medina Kapo, Anel Tanović, Emir Buza: Benchmarking Super-Resolution Models with TensorFlow and JAX on the DermaMNIST Dataset
5.11. Uroš Bojanić: Mašinsko učenje u oblasti kognitivnog radija: dvodecenijska evolucija i pravci daljeg razvoja
6.8. Muhammed Kotan, Sunusi Abdullahi: MetaFSelect: No-Code Metaheuristic Feature Selection for Machine Learning
6.9. Ajla Ćerimagić Hasibović, Muhamed Hasić, Kara Westerfield: Emphasizing Cybersecurity in Insurance: Case Study Bosnia and Herzegovina
11.16. Darko Petrushevski, Vladimir Zdraveski: Parallelized Movie Recommendation System for Efficient User Personalization
11.17. Sanja Vasilova, Ljube Saragjinov, Vladimir Zdraveski: Live Football Statistics Aggregator
11.18. Faruk Hota, Dejan Jokić: Rapid prototyping techniques of industrial environment
5.4. Alvin Huseinovic, Halil Bisgin, Yusuf Korkmaz, Suleyman Uludag: Using Deep Learning Approach to Detect Mixed-rate Data Spoofing in PMUs
5.6. Mare Srbinovska, Zivko Kokolanski, Vladimir Dimcev, Dimitar Taskovski, Marija Markovska Dimitrovska, Maja Celeska Krstevska: Integrating Digital Twins and Machine Learning in Industry 4.0: State of the Art and Research Perspectives
6.3. Alen Čelik, Kenan Saračević, Almir Karabegović: System for analytical processing with an integrated data warehouse for presenting tourism trends (Case study: Sarajevo)
11.15. Berk Yildirim, Borislav Djordjevic, Nikola Zogović: Comparing the performance of 64-bit Linux file systems on the Proxmox virtual environment
PD - 4, Sreda, 26.11.2025., 14:30-16:45, Online
Predsedavajući: Goran Marković
1.9. Bogdan Krivokapic, Slavica Tomovic, Igor Radusinovic: Adaptive Physical Layer Authentication for Underwater Acoustic Sensor Networks with Self-Calibrating Parameters
1.10. Zlate Bogoevski, Danijela Efnusheva, Ana Cholakovska, Tomislav Shuminovski, Hristijan Gjoreski: High-Performance IP-over-WDM Networking: Fixed-Wavelength, Programmable 10G SFP, and Passive WDM Implementation
1.11. Elzana Dupljak, Ervin Domazet, Amra Feta Abazi: Packet-Loss–Aware Neural Compression for Telepathology over 5G-Class Networks: A BreakHis Case Study
2.10. Lucija Žužić, Renato Filjar: Circular analysis of long-term GNSS horizontal positioning error time series observed in the sub-equatorial region
3.14. Marcin Kolakowski, Vitomir Djaja-Jośko: Dynamic Accuracy Estimation in a Wi-Fi-based Positioning System
3.15. Lars Wischhof, Robert Muellner: Subjective Perception of the Quality of Data Services for Smartphone Applications
3.16. Evangelia Konstantopoulou, Nicolas Sklavos: A Framework for Teaching 5G/6G Security with Explainable AI
3.17. Valentin-Dimitrie Popescu, Mircea Giurgiu, Marton Cserei: Development of AI-based Microdrone Capabilities for Multifunctional Aerial Applications
3.18. Uroš Bojanić, Mirjana Simić Pejović, Milan Bjelica: Distance Metric Robustness in RSSI Fingerprinting Under Sparse Access Point Conditions
1.8. Nermin Goran, Semir Ibrahimović, Elma Avdagić-Golub: An AI-Powered Multi-Agent Ecosystem for Cost-Effective Planning and Expansion of Telecommunication Access Network
1.3. Roaa Algayyim, Sándor Imre: Simulation of Entanglement-Based Competition Resolution in Distributed Systems
Predavanja po pozivu, Radovi po pozivu
2.1. Volkan Ozduran: Leakage Rate Analysis for Untrusted RIS Under Non-Orthogonal CCI in 6G Bands
Abstract - This paper investigates the leakage rate (LR) performance of an untrusted reconfigurable intelligent surface (RIS) in the presence of non-orthogonal co-channel interference (CCI), which arises from nearby randomly deployed non-orthogonal multiple access (NOMA) transmissions. In addition, to mitigate the information leakage, a limited number of friendly jammers are randomly deployed to interfere with the untrusted RIS. The analysis considers active, passive, and absorptive operating modes of the RIS. Outage probability is employed for the LR analysis, and both analytical and asymptotic expressions are validated through Monte Carlo simulations. The results demonstrate that while non-orthogonal CCI and friendly jammers slightly degrade system performance, this degradation is effectively mitigated by increasing the number of reflecting elements. Moreover, as the RIS becomes larger, the adverse impact of non-orthogonal CCI is significantly reduced.
3.1. Pavle Bugarcic, Nenad Jevtic, Marija Malnar: Enhancement of Routing Protocols for VANETs and FANETs Using Machine Learning
Abstract - The exceptional dynamism of vehicular ad hoc networks (VANETs) and flying ad hoc networks (FANETs) significantly complicates the process of selecting the optimal route for packet delivery, leading to a degradation of overall network performance. A highly effective way to overcome this issue is the integration of machine learning (ML) into the routing process, with a particular emphasis on a type of ML known as reinforcement learning (RL). One of the most important types of RL for VANETs and FANETs is Q-learning (QL). This paper presents an overview of the most significant RL-based routing protocols for VANETs and FANETs, along with their classification and comparison. Furthermore, a novel QL-based dynamic routing algorithm for urban VANETs (Q DRAV) is introduced, which significantly improves their overall network performance. Simulation analysis and comparison of the new and existing routing protocols were conducted using the NS-3 simulator.
4.1. Vukan Ninkovic, Dejan Vukobratovic: Learning Binary Autoencoder-Based Codes with Progressive Training
Abstract - Error-correcting codes play a central role in digital communication, ensuring that transmitted information can be accurately reconstructed despite channel impairments. Recently, autoencoder (AE)-based approaches have gained attention for the end-to-end design of communication systems, offering a data driven alternative to conventional coding schemes. However, enforcing binary codewords within differentiable AE architectures remains difficult, as discretization breaks gradient flow and often leads to unstable convergence. To overcome this limitation, a simplified two-stage training procedure is proposed, consisting of a continuous pretraining phase followed by direct binarization and fine-tuning without gradient approximation techniques. For the (7,4) block configuration over a binary symmetric channel (BSC), the learned encoder–decoder pair learns a rotated version (coset code) of the optimal Hamming code, naturally recovering its linear and distance properties and thereby achieving the same block error rate (BLER) with maximum-likelihood (ML) decoding. These results indicate that compact AE architectures can effectively learn structured, algebraically optimal binary codes through stable and straightforward training.
7.1. Nikola Petrović, Marija Petrović, Vladimir Milovanović: From Front-End to Perception: A Chisel Generator for Low-Latency FMCW Radar Signal Processing
Abstract - A Chisel-based, highly configurable hardware generator for FMCW radar signal processing that emits synthesizable range–Doppler FFT pipelines tailored to front-end parameters and inter-ramp timing is presented. The generator parameters that include FFT size, pipeline depth, butterfly type, fixed-point word lengths, and rounding/saturation modes, make the latency/throughput/area trade-offs explicit, enabling rapid design space exploration across operating regimes. Generated instances can be tailored to the specific radar front-end in use and integrate cleanly with higher-level perception stacks. In addition, a dedicated low-latency path for target range detection reduces end-to-end detection latency for near-field targets.
7.8. Marko Milivojčević, Dejan Ćirić: Acoustic Classification of Internal Combustion Engines According to Fuel Type
Abstract - This work presents an overview of research based on the fact that the human ear can distinguish between gasoline and diesel engines by sound alone. As part of the study, an acquisition system was developed with an innovative microphone placement, improving upon existing approaches and enabling the creation of a high-quality audio database collected in real-world conditions. The database was analyzed to identify the most relevant acoustic features, which were then used as inputs for machine learning and deep learning algorithms. The proposed approach achieved a high level of accuracy in classifying engines according to fuel type.
10.8. Radenko Banovic, Dragan Kukolj, Ilija Basicevic: A Hybrid Approach to Efficient Adaptive Multimedia Streaming
Abstract - Video streaming represents the dominant type of traffic on the Internet today, with MPEG Dynamic Adaptive Streaming over HTTP (DASH) being the leading standard for adaptive video delivery. The main goal of streaming services is to provide the best possible Quality of Experience (QoE) to the user, and one of the most critical components in achieving this is the adaptation algorithm, which selects the most appropriate video representation under the variable network conditions. Numerous adaptive bitrate (ABR) algorithms aiming to improve the QoE have been proposed, mainly following two approaches: based on measured throughput values (traditional approach), and those relying on the prediction of throughput for the next segment download. This paper presents a novel hybrid DASH adaptation algorithm approach that combines the traditional measurement-based approach with throughput prediction to improve users QoE. An ablation study was conducted to identify the Takagi-Sugeno- Kang (TSK) model that provides the most accurate prediction of network throughput. Four key QoE metrics were considered in the experimental evaluation: average bitrate, the number of bitrate transitions, the magnitude of bitrate changes, and the duration of buffer underruns (the time during which multimedia playback is stalled). The proposed algorithm outperformed all evaluated algorithms across all QoE metrics.
11.1. Nenad Petrović, Suad Suljović: Agentic GenAI-Driven Network Management: Outage Probability of Relay Signal Transmission Using DF Technique under BX Fading Case Study
Abstract - This paper explores the application of Generative Artificial Intelligence (GenAI) to network design and management in order to achieve automated maintenance in modern telecommunications. Leveraging Large Language Models (LLMs), Vision-Language Models (VLMs), and Retrieval-Augmented Generation (RAG), the proposed framework enables intelligent reasoning, modeling, and automation of network operations, including both the design- and run-time aspects. As a case study, the framework is applied to outage probability estimation in a dual-hop Decode-and Forward (DF) relay system under Beaulieu-Xie (BX) fading. The results confirm that GenAI-assisted workflows can significantly reduce effort and time while maintaining accuracy, demonstrating their potential to enhance automation, reliability, and efficiency in next-generation 5G/6G network management.
11.9. Teodora Novković, Jelena Kovačević, Ivan Kaštelan: A Uniform Framework for Testing Embedded Audio Systems: Methodology and Experimental Validation
Abstract - The increasing complexity of latest-generation audio technologies such as Dolby Atmos, DTS:X, and MPEG-H poses significant challenges in the development, testing, and certification of embedded audio systems. Current testing practices are resource-intensive, and often rely on technology specific tools, resulting in limited reusability and long-lasting certification processes. This paper presents a uniform framework for testing embedded audio systems, developed to unify and standardize testing procedures across diverse technologies and platforms. The proposed solution CUTE (Completely Unifying Test Executor), introduces modular architecture with unified APIs, multi-agent distributed execution, and IoT-enabled recovery mechanisms. Together with the GRANT (Generator of Random Tests) tool, this framework enables automated generation of test cases, extended coverage, and reduced manual effort. The framework was validated on multiple state-of-the-art audio technologies. Experimental results demonstrated significant improvements: faster error detection, reduced test execution time, lower code complexity and improved team productivity. The contributions of this work include a novel methodology for framework development, implementation of uniform testing framework, and comprehensive experimental validation. The results confirm effectiveness of a uniform framework that provides standardized and scalable testing of latest-generation embedded audio systems.
11.10. Stefan Tubić, Zaharije Radivojević, Miloš Cvetanović, Saša Stojanović: An alternative architectural language for modeling complex software systems
Abstract - Describing architectures of complex software systems involves multiple viewpoints and views which is supported by a number of architectural languages by creating views in separate places. This paper presents AFD an alternative architectural language for modeling complex software systems through functional decomposition and creation of views side by side. AFD streamlines translation of created descriptions to other architectural languages. Experiences with AFD in describing architectures of complex software systems and solving problems are also presented.
Konačno prihvaćeni radovi
Konačno prihvaćeni radovi sa prethodnih Telfora dostupni su preko: IEEE Xplore