Erma Perenda

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 14

Top Topics

Wireless Networks

Weather Forecast

Artificial Intelligence

Top Venues

IEEE Trans. Cogn. Commun. Netw.

Publications

Amna Kopic, Erma Perenda, Haris Gacanin
Unveiling the Effects of Experience Replay on Deep Reinforcement Learning-based Power Allocation in Wireless Networks. WCNC (2024)
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) (2024)
Amna Kopic, Erma Perenda, Haris Gacanin
Action Space-Independent Exploration Methods in Multi-Agent Deep Reinforcement Learning for Wireless Power Allocation. WCNC (2024)
Erma Perenda, Sreeraj Rajendran, Gérôme Bovet, Mariya Zheleva, Sofie Pollin
Contrastive learning with self-reconstruction for channel-resilient modulation classification. INFOCOM (2023)
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)
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) (2022)
Erma Perenda, Sreeraj Rajendran, Gérôme Bovet, Sofie Pollin, Mariya Zheleva
Learning the unknown: Improving modulation classification performance in unseen scenarios. INFOCOM (2021)
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)
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) (2019)
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) (2019)
Amir Ligata, Erma Perenda, Haris Gacanin
Quality of Experience Inference for Video Services in Home WiFi Networks. IEEE Commun. Mag. 56 (3) (2018)
Erma Perenda, Samurdhi Karunaratne, Ramy Atawia, Haris Gacanin
Self-X Design of Wireless Networks: Exploiting Artificial Intelligence and Guided Learning. CoRR (2018)
Samurdhi Karunaratne, Ramy Atawia, Erma Perenda, Haris Gacanin
Artificial Intelligence Driven Optimization of Channel and Location in Wireless Networks. GLOBECOM Workshops (2018)
Erma Perenda, Ramy Atawia, Haris Gacanin
Artificial Intelligence Inspired Self-Deployment of Wireless Networks. CoRR (2018)
Jasmina Barakovic Husic, Erma Perenda, Mesud Hadzialic, Sabina Barakovic
Performance Modelling and Optimization of IP Multimedia Subsystem. EMS (2013)