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Utilization of the Machine Learning and Radio Environment Maps for Management of User-Centric Massive MIMO Network

2022/45/N/ST7/01930

Keywords:

User-Centric Cell-Free massive MIMO networks machine learning Radio Environment Maps

Descriptors:

  • ST7_008:
  • ST7_006:

Panel:

ST7 - Systems and communication engineering: electronics, communication, optoelectronics

Host institution :

Politechnika Poznańska, Wydział Informatyki i Telekomunikacji

woj. wielkopolskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

Marcin Dominik Hoffmann 

Number of co-investigators in the project: 2

Call: PRELUDIUM 21 - announced on 2022-03-28

Amount awarded: 140 324 PLN

Project start date (Y-m-d): 2023-03-01

Project end date (Y-m-d): 2026-02-28

Project duration:: 36 months (the same as in the proposal)

Project status: Pending project

Project description

Download the project description in a pdf file

Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.

Information in the final report

  • Publication in academic press/journals (3)
  • Articles in post-conference publications (1)
  1. Evaluation of User-Centric Cell-Free Massive Multiple-Input Multiple-Output Networks Considering Realistic Channels and Frontend Nonlinear Distortion
    Authors:
    Marcin Hoffmann, Paweł Kryszkiewicz
    Academic press:
    Applied Sciences (rok: 2024, tom: 14, strony: 1684-1 - 1684-20), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/app14051684 - link to the publication
  2. FORMOWANIE KLASTRÓW OBSŁUGUJĄCYCH W SIECI 6G OPEN RAN O ARCHITEKTURZE ZORIENTOWANEJ NA UŻYTKOWNIKA
    Authors:
    Marcin Hoffmann
    Academic press:
    PRZEGLĄD TELEKOMUNIKACYJNY - WIADOMOŚCI TELEKOMUNIKACYJNE (rok: 2024, tom: 4, strony: 45661), Wydawca: SIGMA-NOT
    Status:
    Published
    DOI:
    10.15199/59.2024.4.44 - link to the publication
  3. Evaluation of User-Centric Cell-Free Massive Multiple-Input Multiple-Output Networks Considering Realistic Channels and Frontend Nonlinear Distortion
    Authors:
    Marcin Hoffmann, Paweł Kryszkiewicz
    Academic press:
    Applied Sciences (rok: 2024, tom: 14, strony: 1684-1 - 1684-20), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/app14051684 - link to the publication
  1. O-RAN for Energy-Efficient Serving Cluster Formulation in User-Centric Cell-Free MMIMO
    Authors:
    Marcin Hoffmann, Paweł Kryszkiewicz
    Conference:
    IEEE INFOCOM 2024 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) (rok: 2024, tom: IEEE INFOCOM 2024, strony: 45659), Wydawca: IEEE
    Data:
    konferencja 20-20 Maja 2024
    Status:
    Published
    DOI:
    10.1109/INFOCOMWKSHPS61880.2024.10620770 - link to the publication

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