Erma Perenda

20 papers A* 2A 1B 6Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
AI/ML-Driven 6G Network Solutions With Energy Efficiency Considerations.
IEEE Access
Andreas Roessler, Miguel M. Lopez, Rouaa Diab, Renato Luís Garrido Cavalcante, Ali Abdi, Christian Arendt, Carsten Bockelmann, Alireza Danaee, Marco Danger, Armin Dekorsy, Ali El Husseini, Gerhard P. Fettweis, Jochen Fink, Rick Fritschek, Pramesh Gautam, Muhammad Qurratulain Khan, Sachinkumar Bavikatti Mallikarjun, Ahmad Nimr, Mohammad Parvini, Erma Perenda, Robert-Jeron Reifert, Rafael F. Schaefer, Hans D. Schotten, Philipp Schulz, Aydin Sezgin, Slawomir Stanczak, Christian Wietfeld, Dirk Wübben
2025 B conf
A Heterogeneous Multi-agent Deep Reinforcement Learning Framework for Wireless Power Allocation under Realistic Urban Mobility Models.
GLOBECOM
Amna Kopic, Ivan Karetic, Erma Perenda, Firooz B. Saghezchi, Haris Gacanin
2025 B conf
Generalizable and Channel-resilient Large Language Model Fine-tuned for Wireless Power Allocation.
GLOBECOM
Amna Kopic, Firooz B. Saghezchi, Erma Perenda, Haris Gacanin
2025 B conf
MISOCP-QBeam: Scalable Joint Amplitude and Phase Quantization for Enhanced Beamforming and Sidelobe Control in Planar Phased Arrays.
GLOBECOM
Xinyi Sun, Erma Perenda, Haris Gacanin
2024 J jnl
A Collaborative Multi-Agent Deep Reinforcement Learning-Based Wireless Power Allocation With Centralized Training and Decentralized Execution.
IEEE Trans. Commun.
Amna Kopic, Erma Perenda, Haris Gacanin
2024 B conf
Action Space-Independent Exploration Methods in Multi-Agent Deep Reinforcement Learning for Wireless Power Allocation.
WCNC
Amna Kopic, Erma Perenda, Haris Gacanin
2024 J jnl
Channel and Hardware Impairment Data Augmentation for Robust Modulation Classification.
IEEE Trans. Cogn. Commun. Netw.
Erma Perenda, Gérôme Bovet, Mariya Zheleva, Sofie Pollin
2024 B conf
Unveiling the Effects of Experience Replay on Deep Reinforcement Learning-based Power Allocation in Wireless Networks.
WCNC
Amna Kopic, Erma Perenda, Haris Gacanin
2023 A* conf
Contrastive learning with self-reconstruction for channel-resilient modulation classification.
INFOCOM
Erma Perenda, Sreeraj Rajendran, Gérôme Bovet, Mariya Zheleva, Sofie Pollin
2023 B conf
Cooperative Partial Task-Offloading for Heterogeneous Industrial Robotic MEC System Using Spectral and Energy-Efficient Federated Learning.
GLOBECOM
Mohsen Pourghasemian, Haris Gacanin, Erma Perenda
2022 J jnl
Evolutionary Optimization of Residual Neural Network Architectures for Modulation Classification.
IEEE Trans. Cogn. Commun. Netw.
Erma Perenda, Sreeraj Rajendran, Gérôme Bovet, Sofie Pollin, Mariya Zheleva
2021 A* conf
Learning the unknown: Improving modulation classification performance in unseen scenarios.
INFOCOM
Erma Perenda, Sreeraj Rajendran, Gérôme Bovet, Sofie Pollin, Mariya Zheleva
2020 A conf
SkySense: terrestrial and aerial spectrum use analysed using lightweight sensing technology with weather balloons.
MobiSys
Brecht Reynders, Franco Minucci, Erma Perenda, Hazem Sallouha, Roberto Calvo-Palomino, Yago Lizarribar, Markus Fuchs, Matthias Schäfer, Markus Engel, Bertold Van den Bergh, Sofie Pollin, Domenico Giustiniano, Gérôme Bovet, Vincent Lenders
2019 J jnl
Self-Deployment of Non-Stationary Wireless Systems by Knowledge Management With Artificial Intelligence.
IEEE Trans. Cogn. Commun. Netw.
Haris Gacanin, Erma Perenda, Ramy Atawia
2019 J jnl
Self-Optimization of Wireless Systems With Knowledge Management: An Artificial Intelligence Approach.
IEEE Trans. Veh. Technol.
Haris Gacanin, Erma Perenda, Samurdhi Karunaratne, Ramy Atawia
2018 — conf
Artificial Intelligence Driven Optimization of Channel and Location in Wireless Networks.
GLOBECOM Workshops
Samurdhi Karunaratne, Ramy Atawia, Erma Perenda, Haris Gacanin
2018 J jnl
Artificial Intelligence Inspired Self-Deployment of Wireless Networks.
CoRR
Erma Perenda, Ramy Atawia, Haris Gacanin
2018 J jnl
Quality of Experience Inference for Video Services in Home WiFi Networks.
IEEE Commun. Mag.
Amir Ligata, Erma Perenda, Haris Gacanin
2018 J jnl
Self-X Design of Wireless Networks: Exploiting Artificial Intelligence and Guided Learning.
CoRR
Erma Perenda, Samurdhi Karunaratne, Ramy Atawia, Haris Gacanin
2013 — conf
Performance Modelling and Optimization of IP Multimedia Subsystem.
EMS
Jasmina Barakovic Husic, Erma Perenda, Mesud Hadzialic, Sabina Barakovic