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2020 – today
- 2024
[j6]Erma Perenda
, Gérôme Bovet, Mariya Zheleva, Sofie Pollin:
Channel and Hardware Impairment Data Augmentation for Robust Modulation Classification. IEEE Trans. Cogn. Commun. Netw. 10(4): 1263-1279 (2024)- [j5]Amna Kopic, Erma Perenda, Haris Gacanin:
A Collaborative Multi-Agent Deep Reinforcement Learning-Based Wireless Power Allocation With Centralized Training and Decentralized Execution. IEEE Trans. Commun. 72(11): 7006-7016 (2024) - [c8]Amna Kopic, Erma Perenda, Haris Gacanin:
Unveiling the Effects of Experience Replay on Deep Reinforcement Learning-based Power Allocation in Wireless Networks. WCNC 2024: 1-6 - [c7]Amna Kopic, Erma Perenda, Haris Gacanin:
Action Space-Independent Exploration Methods in Multi-Agent Deep Reinforcement Learning for Wireless Power Allocation. WCNC 2024: 1-6 - 2023
- [c6]Mohsen Pourghasemian, Haris Gacanin, Erma Perenda:
Cooperative Partial Task-Offloading for Heterogeneous Industrial Robotic MEC System Using Spectral and Energy-Efficient Federated Learning. GLOBECOM 2023: 219-224 - [c5]Erma Perenda, Sreeraj Rajendran, Gérôme Bovet, Mariya Zheleva, Sofie Pollin:
Contrastive learning with self-reconstruction for channel-resilient modulation classification. INFOCOM 2023: 1-10 - 2022
- [j4]Erma Perenda, Sreeraj Rajendran, Gérôme Bovet, Sofie Pollin, Mariya Zheleva:
Evolutionary Optimization of Residual Neural Network Architectures for Modulation Classification. IEEE Trans. Cogn. Commun. Netw. 8(2): 542-556 (2022) - 2021
- [c4]Erma Perenda, Sreeraj Rajendran, Gérôme Bovet, Sofie Pollin, Mariya Zheleva:
Learning the unknown: Improving modulation classification performance in unseen scenarios. INFOCOM 2021: 1-10 - 2020
- [c3]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:
SkySense: terrestrial and aerial spectrum use analysed using lightweight sensing technology with weather balloons. MobiSys 2020: 352-363
2010 – 2019
- 2019
- [j3]Haris Gacanin, Erma Perenda, Ramy Atawia:
Self-Deployment of Non-Stationary Wireless Systems by Knowledge Management With Artificial Intelligence. IEEE Trans. Cogn. Commun. Netw. 5(4): 1004-1018 (2019) - [j2]Haris Gacanin, Erma Perenda, Samurdhi Karunaratne, Ramy Atawia:
Self-Optimization of Wireless Systems With Knowledge Management: An Artificial Intelligence Approach. IEEE Trans. Veh. Technol. 68(10): 9682-9697 (2019) - 2018
- [j1]Amir Ligata, Erma Perenda, Haris Gacanin:
Quality of Experience Inference for Video Services in Home WiFi Networks. IEEE Commun. Mag. 56(3): 187-193 (2018) - [c2]Samurdhi Karunaratne, Ramy Atawia, Erma Perenda, Haris Gacanin:
Artificial Intelligence Driven Optimization of Channel and Location in Wireless Networks. GLOBECOM Workshops 2018: 1-6 - [i2]Erma Perenda, Ramy Atawia, Haris Gacanin:
Artificial Intelligence Inspired Self-Deployment of Wireless Networks. CoRR abs/1805.06217 (2018) - [i1]Erma Perenda, Samurdhi Karunaratne, Ramy Atawia, Haris Gacanin:
Self-X Design of Wireless Networks: Exploiting Artificial Intelligence and Guided Learning. CoRR abs/1805.06247 (2018) - 2013
- [c1]Jasmina Barakovic Husic, Erma Perenda, Mesud Hadzialic, Sabina Barakovic:
Performance Modelling and Optimization of IP Multimedia Subsystem. EMS 2013: 617-622
Coauthor Index
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