Choose the number of channel realizations (between 10 and 100) and press enter button in the box below.
Microsoft Edge is recommended for visualization purposes.
First 10 generated channels, magnitude and phase, are reported in the figure with frequency resolution of 2 MHz.
The channel generator has been developed according to the ML procedures described in:
- A. M. Tonello, N. A. Letizia, D. Righini and F. Marcuzzi, "Machine Learning Tips and Tricks for Power Line Communications," IEEE Access, vol. 7, pp. 82434-82452, 2019.
- D. Righini, N. A. Letizia and A. M. Tonello, "Synthetic Power Line Communications Channel
Generation with Autoencoders and GANs", [in press] 2019 IEEE International Conference on Smart Grid Communications (SmartGridComm 2019), Beijing, Oct.21-24, 2019.
If you want to use the generated database in your experiments, please cite the papers above.