Research | AAU Campus

The Research Information System (German abbreviation: FoDok) of the University of Klagenfurt comprises the academic achievements of researchers for the time interval of their active employment at the University of Klagenfurt. The FoDok also contains the achievements of doctoral students and emeritus/retired researchers.
For the analysis on an individual level please note that the entries in the FoDok do not give a comprehensive overview of the achievements of the individual researchers.

Publications (15)

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Cooperative Channel Capacity Learning.

Letizia N. A., Tonello A. M., Poor H. V.: In: IEEE Communications Letters IEEE, 2023,
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Article in journal
MIND: Maximum Mutual Information Based Neural Decoder.

Tonello A. M., Letizia N. A.: In: IEEE Communications Letters IEEE, 2022, pp. 2954 - 2958.
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Article in journal
Discriminative Mutual Information Estimation for the Design of Channel Capacity Driven Autoencoders.

Letizia N. A., Tonello A. M.: In: Fifth International Balkan Conference on Communications and Networking - Balkancom 2022 Piscataway (NJ): IEEE, 2022,
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Article in Proceedings
Capacity Learning for Communication Systems over Power Lines.

Letizia N. A., Tonello A. M.: In: IEEE International Symposium on Power Line Communications - ISPLC 2021 Piscataway (NJ): IEEE, 2021,
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Article in Proceedings
Learning the Impedance Entanglement for Wireline Data Communication.

Tonello A. M., Letizia N. A., De Piante M.: In: Fourth International Balkan Conference on Communications and Networking - Balkancom 2021 Piscataway (NJ): IEEE, 2021,
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Article in Proceedings
Control Based Motion Planning Exploiting Calculus of Variations and Rational Functions: A Formal Approach.

Salamat B., Letizia N. A., Tonello A. M.: In: IEEE Access Piscataway (NJ): IEEE, 2021,
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Article in journal
Capacity-Driven Autoencoders for Communications.

Letizia N. A., Tonello A. M.: In: IEEE Open Journal of the Communications Society Piscataway (NJ): IEEE, 2021, pp. 1366 - 1378.
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Article in journal
A Novel Recursive Smooth Trajectory Generation Method for Unmanned Vehicles.

Letizia N. A., Salamat B., Tonello A. M.: In: IEEE Transactions on Robotics Piscataway (NJ): IEEE, 2021, pp. 1792 - 1805.
DOI
Article in journal
Segmented Generative Networks: Data Generation in the Uniform Probability Space.

Letizia N. A., Tonello A. M.: In: IEEE Transactions on Neural Networks and Learning Systems Piscataway (NJ): IEEE, 2020,
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Article in journal
Discovering Routing Anomalies in Large PLC Metering Deployments from Field Data.

Marcuzzi F., Tonello A. M., Letizia N. A.: In: IEEE International Symposium on Power Line Communications and its Applications 2020 (ISPLC 2020) Piscataway (NJ): IEEE, 2020, pp. 1 - 6.
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Article in Proceedings
Learning to Synthesize Noise: The Multiple Conductor Power Line Case.

Letizia N. A., Tonello A. M., Righini D.: In: IEEE International Symposium on Power Line Communications and its Applications 2020 (ISPLC 2020) Piscataway (NJ): IEEE, 2020, pp. 1 - 6.
Homepage DOI
Article in Proceedings
Supervised Fault Detection in Energy Grids Measuring Electrical Quantities in the PLC Band.

Letizia N. A., Tonello A. M.: In: IEEE International Symposium on Power Line Communications and its Applications 2020 (ISPLC 2020) Piscataway (NJ): IEEE, 2020, pp. 1 - 6.
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Article in Proceedings
A New Recursive Framework for Trajectory Generation of UAVs.

Letizia N. A., Salamat B., Tonello A. M.: In: IEEE Aerospace Conference 2020 Piscataway (NJ): IEEE, 2020,
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Article in Proceedings
Synthetic Power Line Communications Channel Generation with Autoencoders and GANs.

Righini D., Letizia N. A., Tonello A. M.: In: IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids 2019 (SmartGridComm 2019) New York: IEEE ComSoc, 2019, pp. 1 - 6.
Homepage DOI
Article in Proceedings
Machine Learning Tips and Tricks for Power Line Communications.

Tonello A. M., Letizia N. A., Righini D., Marcuzzi F.: In: IEEE Access Piscataway (NJ): IEEE, 2019, pp. 82434 - 84452.
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Article in journal