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Implementing network applications for 5G-enabled robots through the 5G-ERA platform

  • Andreas Gavrielides
    ,
  • Marios Sophocleous
    ,
  • Christina C. Lessi
    ,
  • George Agapiou
    ,
  • Jakub Špaňhel
    ,
  • Adrian Lendinez Ibanez
  • eBOS Technologies Ltd.
    ,
  • Hellenic Telecommunications Organization S.A.
    ,
  • WINGS ICT Solutions
    ,
  • Brno University of Technology
Research Output: Chapter in Book/Report/Conference proceeding Conference contribution Peer-review

Abstract

Novel orchestration architectures for 5G networks have primarily focused on enhancing Quality of Service, yet have neglected to address Quality of Experience concerns. Consequently, these systems struggle with intent recognition and End-to-End interpretability, resulting in the possibility of suboptimal control policies being developed. The 5G-ERA project has proposed and demonstrated an AI-driven intent-based networking solution for autonomous robots to address this issue. Specifically, the proposed solution employs a workflow consisting of four tools - Action Sequence Generation, Network Intent Estimation, Resource Usage Forecasting, and OSM Control Policy Generation - to map an individual vertical action's intent to a global OSM control policy. The paper describes how the 5G-ERA platform enables the onboarding and control of 5G-enabled robots and how we demonstrate the platform’s capabilities through the project’s use cases.

Publication Information

Output type

Research Output: Chapter in Book/Report/Conference proceeding Conference contribution Peer-review

Original language

English

Pages from-to (Number of pages)

Pages 55-65 (11 pages)

Publication milestones

  • Published - 02/06/2023

Publication status

Published - 02/06/2023

Volume

677

Publisher

Springer, Japan, India, Australia, Germany, United States, United Arab Emirates, Austria, Switzerland, Italy, China, United Kingdom, Netherlands, Brazil, France, Singapore

Publication series

  • Publication series name: IFIP Advances in Information and Communication Technology
    ISSN (Print): 1868-4238
    ISSN (Electronic): 1868-422X
    Volume: 677

ISBN (Print)

9783031341731

ISBN (Electronic)

9783031341717

External Publication IDs

  • handle.net: 10547/626371
  • Scopus: 85163926287

Host publication title

Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops MHDW 2023, 5G-PINE 2023, ΑΙBMG 2023, and VAA-CP-EB 2023, León, Spain, June 14–17, 2023, Proceedings

Host publication editors

  • Ilias Maglogiannis
  • Lazaros Iliadis
  • Antonios Papaleonidas
  • Ioannis Chochliouros

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