Segmented Generative Models beyond GANs
Tremendous progress has been made in the development of generative networks that are capable of mimicking real data. The most exemplary approach is represented by GANs that have shown to work [...]
Fragments of Chair of Excellence Talk at UC3M
I was awarded the Chair of Excellence 2019-20 at Universidad Carlos III Madrid, Spain, and given the opportunity to cooperate in the domain of connectivity and signal processing for smart [...]
Does Machine Learning Bring a Novel Epistemology in Communications ?
[…] Significant progress in the analysis and design of communication systems has been rendered possible by the milestone work of C. Shannon that provided a methodological plant to attack [...]
UAV Communications, Control and Navigation
Unmanned aerial vehicles (UAVs) are used in numerous industrial and commercial applications that include aerial photography, agricultural and environmental surveillance, parcel delivery. UAVs can [...]
Statistical Signal and Data Processing
In many engineering applications, physical systems are controlled by a set of external inputs and their behavior is monitored by the system states. The system states may not be measured or [...]