Fausto Bonavitacola

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Convolutional Neural Networks

Electromagnetic Field

Dimensionality Reduction

Machine Learning

Top Venues

EuCNC/6G Summit

Publications

Gianmarco Baldini, Fausto Bonavitacola, Jean-Marc Chareau
Wireless Interference Identification With Convolutional Neural Networks Based on the FPGA Implementation of the LTE Cell-Specific Reference Signal (CRS). IEEE Trans. Cogn. Commun. Netw. 10 (1) (2024)
Gianmarco Baldini, Fausto Bonavitacola
Nakagami-m Fading Channel Identification Using Adaptive Continuous Wavelet Transform and Convolutional Neural Networks. Algorithms 16 (6) (2023)
Gianmarco Baldini, Fausto Bonavitacola
Specific Emitter Identification with Principal Component Analysis (PCA) Dimensionality Reduction and Convolutional Neural Network. SmartNets (2023)
Gianmarco Baldini, Fausto Bonavitacola, Jean-Marc Chareau
Fading Channel Classification with Walsh-Hadamard Transform and Convolutional Neural Network. SmartNets (2023)
Chrysanthi Chountala, Isabella Cerutti, Jean-Marc Chareau, Philippe Viaud, Fausto Bonavitacola
Experimental Assessment of Electromagnetic Field Exposure from 5G Terminal Devices. EuCNC/6G Summit (2023)
Gianmarco Baldini, Irene Amerini, Franc Dimc, Fausto Bonavitacola
Convolutional neural networks combined with feature selection for radio-frequency fingerprinting. Comput. Intell. 39 (5) (2023)
Chrysanthi Chountala, Jean-Marc Chareau, Gianmarco Baldini, Fausto Bonavitacola
Experimental assessment of electromagnetic field exposure from 802.11ax devices. WINCOM (2022)
Gianmarco Baldini, Fausto Bonavitacola
Channel identification with Improved Variational Mode Decomposition. Phys. Commun. 55 (2022)
Gianmarco Baldini, Jean-Marc Chareau, Fausto Bonavitacola
Spectrum Sensing Implemented with Improved Fluctuation-Based Dispersion Entropy and Machine Learning. Entropy 23 (12) (2021)
Nikoleta Andreadou, Fausto Bonavitacola
Residential Remote Load Scheduling and Control for Smart Homes with LabVIEW Interface. SmartGridComm (2018)
James Bishop, Jean-Marc Chareau, Fausto Bonavitacola
Implementing 5G NR Features in FPGA. EuCNC (2018)