WINDMILL - Integrating wireless communication engineering and machine learning

Ico_CTTC
Start: 01/01/2019
End: 30/06/2023
Funding: European
Status: Completed
Research unit:
Advanced Signal and Information Processing (ASIP)
Acronym: WINDMILL
Code: 813999

With their evolution towards 5G and beyond, wireless communication networks are entering an era of massive connectivity, massive data, and extreme service demands. A promising approach to successfully handle such a magnitude of complexity and data volume is to develop new network management and optimization tools based on machine learning. This is a major shift in the way wireless networks are designed and operated, posing demands for a new type of expertise that requires the combination of engineering, mathematics and computer science disciplines. The ITN project WindMill addresses this need by providing Early Stage Researchers (ESRs) with an expertise integrating wireless communications and machine learning. The project will train 15 ESRs within a consortium of leading international research institutes and companies comprising experts in wireless communications and machine learning. This a very timely project, providing relevant inter-disciplinary training in an area where machine learning represents a meaningful extension of the current methodology used in wireless communication systems. Accordingly, the project will produce a new generation of experts, extremely competitive on the job market, considering the scale by which machine learning will impact the future and empower the individuals that are versed in it. The project will also nurture the sense of responsibility of the ESRs and the other participants through personal engagement in the training program and by promoting teamwork through collaborative joint projects.

Xavier Mestre
PI/Project Leader
Xavier Mestre
PI/Project Leader
Monica Navarro
Researcher
Adriano Pastore
Researcher
David Gregoratti
Researcher
Monica Navarro
Researcher
Adriano Pastore
Researcher
AALBORG UNIVERSITY
Coordinator
Centre Tecnològic de Telecomunicacions de Catalunya
UPC-UNIVERSITAT POLITÈCNICA DE CATALUNYA
WORLDSENSING, S.L.
ERICSSON AB
Robert Bosch GmbH
Eurecom
Telenor ASA
Nokia Bell Labs France (NBLF)
Università Degli Studi di Padova
Intel Deutschland GMBH
EIDGENOESSISCHE TECHNISCHE HOCHSCHULE ZUERICH
Aalto University
Institut National des Sciences Appliquées de Lyon
DeepSig Inc.
Virginia Tech Applied Research Corporation
CentraleSupelec
Stuttgart University
University of Texas at Austin
Cornell University
Mitsubishi Electric Research Laboratories
No results found