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Erma Perenda
ORCID
Publication Activity (10 Years)
Years Active: 2013-2024
Publications (10 Years): 14
Top Topics
Wireless Networks
Weather Forecast
Lightweight
Artificial Intelligence
Top Venues
IEEE Trans. Cogn. Commun. Netw.
CoRR
WCNC
INFOCOM
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Publications
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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)