• Home
  • Biography
  • Research
    • Wireless research
      • Filter bank modulation
      • MIMO
    • Radio localization
    • PLC Research
    • Machine learning research
    • Aerial robotics research
    • Smart car research
    • Smart grid research
    • Open research
  • Group
    • Group
    • Dissemination
    • Featured images
  • Publications
  • Teaching
  • News
Andrea M. Tonello Andrea M. Tonello

Archives

Category Archive for: "Signal and data processing"
Home / Machine learning /
Segmented Generative Models beyond GANs

Segmented Generative Models beyond GANs

December 1, 2020

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 [...]

Read More
  1
Fragments of Chair of Excellence Talk at UC3M

Fragments of Chair of Excellence Talk at UC3M

February 20, 2020

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 [...]

Read More
  2
Does Machine Learning Bring a Novel Epistemology in Communications ?

Does Machine Learning Bring a Novel Epistemology in Communications ?

May 3, 2019

[…]  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 [...]

Read More
  15
UAV Communications, Control and Navigation

UAV Communications, Control and Navigation

July 23, 2017

Unmanned aerial vehicles (UAVs) are used in numerous industrial and commercial applications that include aerial photography, agricultural and environmental surveillance, parcel delivery. UAVs can [...]

Read More
  10
Statistical Signal and Data Processing

Statistical Signal and Data Processing

July 23, 2017

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 [...]

Read More
  7
Load More