Erma Perenda

According to our database, Erma Perenda authored at least 16 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Collaborative Multi-Agent Deep Reinforcement Learning-Based Wireless Power Allocation With Centralized Training and Decentralized Execution.

Amna Kopic, Erma Perenda, Haris Gacanin

IEEE Trans. Commun., November, 2024

Channel and Hardware Impairment Data Augmentation for Robust Modulation Classification.

Erma Perenda, Gérôme Bovet, Mariya Zheleva, Sofie Pollin

IEEE Trans. Cogn. Commun. Netw., August, 2024

Action Space-Independent Exploration Methods in Multi-Agent Deep Reinforcement Learning for Wireless Power Allocation.

Amna Kopic, Erma Perenda, Haris Gacanin

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

Unveiling the Effects of Experience Replay on Deep Reinforcement Learning-based Power Allocation in Wireless Networks.

Amna Kopic, Erma Perenda, Haris Gacanin

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

2023

Contrastive learning with self-reconstruction for channel-resilient modulation classification.

Erma Perenda, Sreeraj Rajendran, Gérôme Bovet, Mariya Zheleva, Sofie Pollin

Proceedings of the IEEE INFOCOM 2023, 2023

Cooperative Partial Task-Offloading for Heterogeneous Industrial Robotic MEC System Using Spectral and Energy-Efficient Federated Learning.

Mohsen Pourghasemian, Haris Gacanin, Erma Perenda

Proceedings of the IEEE Global Communications Conference, 2023

2022

Evolutionary Optimization of Residual Neural Network Architectures for Modulation Classification.

Erma Perenda, Sreeraj Rajendran, Gérôme Bovet, Sofie Pollin, Mariya Zheleva

IEEE Trans. Cogn. Commun. Netw., 2022

2021

Learning the unknown: Improving modulation classification performance in unseen scenarios.

Erma Perenda, Sreeraj Rajendran, Gérôme Bovet, Sofie Pollin, Mariya Zheleva

Proceedings of the 40th IEEE Conference on Computer Communications, 2021

2020

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 Schäfer, Markus Engel, Bertold Van den Bergh, Sofie Pollin, Domenico Giustiniano, Gérôme Bovet, Vincent Lenders

Proceedings of the MobiSys '20: The 18th Annual International Conference on Mobile Systems, 2020

2019

Self-Optimization of Wireless Systems With Knowledge Management: An Artificial Intelligence Approach.

Haris Gacanin, Erma Perenda, Samurdhi Karunaratne, Ramy Atawia

IEEE Trans. Veh. Technol., 2019

Self-Deployment of Non-Stationary Wireless Systems by Knowledge Management With Artificial Intelligence.

Haris Gacanin, Erma Perenda, Ramy Atawia

IEEE Trans. Cogn. Commun. Netw., 2019

2018

Self-X Design of Wireless Networks: Exploiting Artificial Intelligence and Guided Learning.

Erma Perenda, Samurdhi Karunaratne, Ramy Atawia, Haris Gacanin

CoRR, 2018

Artificial Intelligence Inspired Self-Deployment of Wireless Networks.

Erma Perenda, Ramy Atawia, Haris Gacanin

CoRR, 2018

Quality of Experience Inference for Video Services in Home WiFi Networks.

Amir Ligata, Erma Perenda, Haris Gacanin

IEEE Commun. Mag., 2018

Artificial Intelligence Driven Optimization of Channel and Location in Wireless Networks.

Samurdhi Karunaratne, Ramy Atawia, Erma Perenda, Haris Gacanin

Proceedings of the IEEE Globecom Workshops, 2018

2013

Performance Modelling and Optimization of IP Multimedia Subsystem.

Jasmina Barakovic Husic, Erma Perenda, Mesud Hadzialic, Sabina Barakovic

Proceedings of the Seventh UKSim/AMSS European Modelling Symposium, 2013