| 2025 | GLOBECOM | A Heterogeneous Multi-agent Deep Reinforcement Learning Framework for Wireless Power Allocation under Realistic Urban Mobility Models. | Amna Kopic, Ivan Karetic, Erma Perenda, Firooz B. Saghezchi, Haris Gacanin |
| 2025 | GLOBECOM | Generalizable and Channel-resilient Large Language Model Fine-tuned for Wireless Power Allocation. | Amna Kopic, Firooz B. Saghezchi, Erma Perenda, Haris Gacanin |
| 2025 | GLOBECOM | MISOCP-QBeam: Scalable Joint Amplitude and Phase Quantization for Enhanced Beamforming and Sidelobe Control in Planar Phased Arrays. | Xinyi Sun, Erma Perenda, Haris Gacanin |
| 2024 | WCNC | Unveiling the Effects of Experience Replay on Deep Reinforcement Learning-based Power Allocation in Wireless Networks. | Amna Kopic, Erma Perenda, Haris Gacanin |
| 2024 | WCNC | Action Space-Independent Exploration Methods in Multi-Agent Deep Reinforcement Learning for Wireless Power Allocation. | Amna Kopic, Erma Perenda, Haris Gacanin |
| 2023 | GLOBECOM | Cooperative Partial Task-Offloading for Heterogeneous Industrial Robotic MEC System Using Spectral and Energy-Efficient Federated Learning. | Mohsen Pourghasemian, Haris Gacanin, Erma Perenda |
| 2023 | INFOCOM | Contrastive learning with self-reconstruction for channel-resilient modulation classification. | Erma Perenda, Sreeraj Rajendran, Grme Bovet, Mariya Zheleva, Sofie Pollin |
| 2021 | INFOCOM | Learning the unknown: Improving modulation classification performance in unseen scenarios. | Erma Perenda, Sreeraj Rajendran, Grme Bovet, Sofie Pollin, Mariya Zheleva |
| 2020 | Mobisys | SkySense: terrestrial and aerial spectrum use analysed using lightweight sensing technology with weather balloons. | Brecht Reynders, Franco Minucci, Erma Perenda, Hazem Sallouha, Roberto Calvo-Palomino, Yago Lizarribar, Markus Fuchs, Matthias Schfer, Markus Engel, Bertold Van den Bergh, Sofie Pollin, Domenico Giustiniano, Grme Bovet, Vincent Lenders |
| 2018 | GLOBECOM | Artificial Intelligence Driven Optimization of Channel and Location in Wireless Networks. | Samurdhi Karunaratne, Ramy Atawia, Erma Perenda, Haris Gacanin |