Deep Learning Based Radio-Signal Identification With Hardware Design Article

Mendis, Gihan Janith, Wei-Kocsis, Jin, Madanayake, Arjuna. (2019). Deep Learning Based Radio-Signal Identification With Hardware Design . IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 55(5), 2516-2531. 10.1109/TAES.2019.2891155

keywords

  • Automated modulation classification (AMC)
  • COGNITIVE RADIO
  • Deep learning
  • Engineering
  • Engineering, Aerospace
  • Engineering, Electrical & Electronic
  • FRAMEWORK
  • Feature extraction
  • Field programmable gate arrays
  • Hardware
  • Modulation
  • RF signals
  • Science & Technology
  • Technology
  • Telecommunications
  • Training
  • deep learning
  • low-complexity deep belief network
  • microunmanned aerial system (UAS)
  • radio signals classification

Digital Object Identifier (DOI)

publisher

  • IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC

start page

  • 2516

end page

  • 2531

volume

  • 55

issue

  • 5