A Flexible Machine-Learning-Aware Architecture for Future WLANs

  • Authors
  • Wilhelmi, Francesc; Barrachina-Muñoz, Sergio; Bellalta, Boris; Cano, Cristina; Jonsson, Anders; Ram, Vishnu
  • UPF authors
  • BELLALTA JIMÉNEZ, BORIS; JONSSON, ANDERS; BARRACHINA MUÑOZ, SERGIO; WILHELMI ROCA, FRANCISCO JOSE; CANO BASTIDAS, CRISTINA;
  • Type
  • Articles de recerca
  • Journal títle
  • IEEE Communications Magazine
  • Publication year
  • 2020
  • Volume
  • 58
  • Number
  • 3
  • Pages
  • 25-31
  • ISSN
  • 0163-6804
  • Publication State
  • Publicat
  • Abstract
  • apos;s architecture, we provide insights on the main requirements and the major challenges of introducing ML to the multiple modalities of WLANs. Finally, we showcase the superiority of the architecture through an ML-enabled use case for future networks.
  • Complete citation
  • Wilhelmi, Francesc; Barrachina-Muñoz, Sergio; Bellalta, Boris; Cano, Cristina; Jonsson, Anders; Ram, Vishnu. A Flexible Machine-Learning-Aware Architecture for Future WLANs. IEEE Communications Magazine 2020; 58(3): 25-31.
Bibliometric indicators
  • 8 times cited Scopus
  • 9 times cited WOS
  • Índex Scimago de 2.823 (2020)