Machine learning tips and tricks for power line communications AM Tonello, NA Letizia, D Righini, F Marcuzzi
IEEE Access 7, 82434-82452, 2019
43 2019 Capacity-driven autoencoders for communications NA Letizia, AM Tonello
IEEE Open Journal of the Communications Society 2, 1366-1378, 2021
26 * 2021 A novel recursive smooth trajectory generation method for unmanned vehicles NA Letizia, B Salamat, AM Tonello
IEEE Transactions on Robotics 37 (5), 1792-1805, 2021
23 2021 Supervised Fault Detection in Energy Grids Measuring Electrical Quantities in the PLC Band NA Letizia, AM Tonello
2020 IEEE International Symposium on Power Line Communications and its …, 2020
14 2020 Segmented generative networks: Data generation in the uniform probability space NA Letizia, AM Tonello
IEEE Transactions on Neural Networks and Learning Systems 33 (3), 1338-1347, 2020
11 2020 Synthetic Power Line Communications Channel Generation with Autoencoders and GANs D Righini, NA Letizia, AM Tonello
2019 IEEE International Conference on Communications, Control, and Computing …, 2019
10 2019 Learning to Synthesize Noise: The Multiple Conductor Power Line Case NA Letizia, AM Tonello, D Righini
2020 IEEE International Symposium on Power Line Communications and its …, 2020
7 2020 A low-complexity photoplethysmographic systolic peak detector for compressed sensed data G Da Poian, NA Letizia, R Rinaldo, GD Clifford
Physiological measurement 40 (6), 065007, 2019
7 2019 MIND: Maximum Mutual Information Based Neural Decoder AM Tonello, NA Letizia
IEEE Communications Letters, 2022
5 2022 Discriminative Mutual Information Estimators for Channel Capacity Learning NA Letizia, AM Tonello
arXiv preprint arXiv:2107.03084, 2021
5 2021 Discovering Routing Anomalies in Large PLC Metering Deployments from Field Data F Marcuzzi, AM Tonello, NA Letizia
2020 IEEE International Symposium on Power Line Communications and its …, 2020
5 2020 Copula Density Neural Estimation NA Letizia, AM Tonello
arXiv preprint arXiv:2211.15353, 2022
3 2022 A New Recursive Framework for Trajectory Generation of UAVs NA Letizia, B Salamat, AM Tonello
2020 IEEE Aerospace Conference, 1-8, 2020
3 2020 Capacity Learning for Communication Systems over Power Lines NA Letizia, AM Tonello
2021 IEEE International Symposium on Power Line Communications and its …, 2021
2 2021 Control Based Motion Planning Exploiting Calculus of Variations and Rational Functions: A Formal Approach B Salamat, NA Letizia, AM Tonello
IEEE Access 9, 121716-121727, 2021
2 2021 Mutual Information Estimation via NA Letizia, N Novello, AM Tonello
1 * 2023 Cooperative Channel Capacity Learning NA Letizia, AM Tonello, HV Poor
IEEE Communications Letters, 2023
1 2023 Discriminative Mutual Information Estimation for the Design of Channel Capacity Driven Autoencoders NA Letizia, AM Tonello
2022 International Balkan Conference on Communications and Networking …, 2022
1 2022 Learning the Impedance Entanglement for Wireline Data Communication AM Tonello, NA Letizia, M De Piante
2021 International Balkan Conference on Communications and Networking …, 2021
2021 
Andrea M. TonelloProfessor, Alpen-Adria-Universität KlagenfurtEmail verificata su aau.at
