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Erma Perenda
Erma Perenda
Chief Engineer at RWTH Aachen University
Verified email at dsp.rwth-aachen.de
Title
Cited by
Cited by
Year
Automatic modulation classification using parallel fusion of convolutional neural networks
E Perenda, S Rajendran, S Pollin
BalkanCom'19, 2019
232019
Learning the unknown: Improving modulation classification performance in unseen scenarios
E Perenda, S Rajendran, G Bovet, S Pollin, M Zheleva
IEEE INFOCOM 2021-IEEE Conference on Computer Communications, 1-10, 2021
222021
Self-deployment of non-stationary wireless systems by knowledge management with artificial intelligence
H Gacanin, E Perenda, R Atawia
IEEE Transactions on Cognitive Communications and Networking 5 (4), 1004-1018, 2019
142019
Quality of experience inference for video services in home WiFi networks
A Ligata, E Perenda, H Gacanin
IEEE Communications Magazine 56 (3), 187-193, 2018
142018
Self-optimization of wireless systems with knowledge management: An artificial intelligence approach
H Gačanin, E Perenda, S Karunaratne, R Atawia
IEEE Transactions on Vehicular Technology 68 (10), 9682-9697, 2019
92019
Performance modelling and optimization of IP Multimedia Subsystem
JB Husic, E Perenda, M Hadzialic, S Barakovic
2013 European Modelling Symposium, 617-622, 2013
92013
Evolutionary optimization of residual neural network architectures for modulation classification
E Perenda, S Rajendran, G Bovet, S Pollin, M Zheleva
IEEE Transactions on Cognitive Communications and Networking 8 (2), 542-556, 2021
82021
Skysense: Terrestrial and aerial spectrum use analysed using lightweight sensing technology with weather balloons
B Reynders, F Minucci, E Perenda, H Sallouha, R Calvo-Palomino, ...
Proceedings of the 18th International Conference on Mobile Systems …, 2020
62020
Artificial intelligence driven optimization of channel and location in wireless networks
S Karunaratne, R Atawia, E Perenda, H Gacanin
2018 IEEE Globecom Workshops (GC Wkshps), 1-6, 2018
42018
Contrastive learning with self-reconstruction for channel-resilient modulation classification
E Perenda, S Rajendran, G Bovet, M Zheleva, S Pollin
IEEE INFOCOM 2023-IEEE Conference on Computer Communications, 1-10, 2023
22023
Self-X Design of Wireless Networks: Exploiting Artificial Intelligence and Guided Learning
E Perenda, S Karunaratne, R Atawia, H Gacanin
arXiv preprint arXiv:1805.06247, 2018
12018
Channel and hardware impairment data augmentation for robust modulation classification
E Perenda, G Bovet, M Zheleva, S Pollin
IEEE Transactions on Cognitive Communications and Networking, 2024
2024
Cooperative Partial Task-Offloading for Heterogeneous Industrial Robotic MEC System Using Spectral and Energy-Efficient Federated Learning
M Pourghasemian, H Gacanin, E Perenda
GLOBECOM 2023-2023 IEEE Global Communications Conference, 219-224, 2023
2023
Deep Learning Based Modulation Classification with Channel and Hardware Impairments
E Perenda
2023
Method, apparatus and computer readable media for network optimization
E Perenda, H Gacanin
US Patent 11,576,055, 2023
2023
Artificial Intelligence Inspired Self-Deployment of Wireless Networks
E Perenda, R Atawia, H Gacanin
arXiv preprint arXiv:1805.06217, 2018
2018
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