---
_id: '13829'
abstract:
- lang: eng
  text: Modeling 5G Radio Access Networks (RANs) at scale requires rapid (re-)configuration
    of 5G base stations (BSs), e.g., based on open-source software (OSS) stacks, which
    in general is a challenging task in scenarios with highly dynamic environments
    and networking demands. Existing solutions are often insufficient to provide an
    automated configuration functionality based on basic 5G cell parameters. Manual
    adjustments in such scenarios require specialized knowledge usually not present
    outside of traditional network providers and established research groups. They
    are often prone to errors, misconfigurations, and typically do not meet the need
    for dynamic and timely updates to the networking configuration. In this paper,
    we present 5GAutoConf, which, to the best of our knowledge, is the first open
    source automatic 5G BS configuration tool that uses basic input parameters. 5GAutoConf
    implements an automatic datadriven process that rapidly creates configurations
    for OSS 5G RAN stacks, enabling fast 5G BS adaptation for experimental purposes.
    Further, 5GAutoConf integrates both 5G standardcompliant and generated lookup
    tables (LUTs) for use caseoriented optimization. Since the derivation process
    of waveform parameters is the most important part of the tool, it is described
    in detail.
author:
- first_name: Niels Hendrik
  full_name: Fliedner, Niels Hendrik
  id: '58709'
  last_name: Fliedner
  orcid: 0000-0003-0484-1328
- first_name: Florian
  full_name: Klingler, Florian
  last_name: Klingler
- first_name: Henning
  full_name: Trsek, Henning
  id: '1486'
  last_name: Trsek
  orcid: 0000-0002-0133-0656
citation:
  ama: 'Fliedner NH, Klingler F, Trsek H. <i>5GAutoConf: A Rapid Data-Driven Autoconfiguration
    Tool for 5G Base Stations</i>. IEEE; 2026.'
  apa: 'Fliedner, N. H., Klingler, F., &#38; Trsek, H. (2026). 5GAutoConf: A Rapid
    Data-Driven Autoconfiguration Tool for 5G Base Stations. In <i>Proceedings of
    the 22nd IEEE International Conference on Distributed Computing in Smart Systems
    and the Internet of Things (DCOSS-IoT 2026)</i>. 22nd IEEE International Conference
    on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT
    2026), Reykjavík, Island. IEEE.'
  bjps: '<b>Fliedner NH, Klingler F and Trsek H</b> (2026) <i>5GAutoConf: A Rapid
    Data-Driven Autoconfiguration Tool for 5G Base Stations</i>. IEEE.'
  chicago: 'Fliedner, Niels Hendrik, Florian Klingler, and Henning Trsek. <i>5GAutoConf:
    A Rapid Data-Driven Autoconfiguration Tool for 5G Base Stations</i>. <i>Proceedings
    of the 22nd IEEE International Conference on Distributed Computing in Smart Systems
    and the Internet of Things (DCOSS-IoT 2026)</i>. IEEE, 2026.'
  chicago-de: 'Fliedner, Niels Hendrik, Florian Klingler und Henning Trsek. 2026.
    <i>5GAutoConf: A Rapid Data-Driven Autoconfiguration Tool for 5G Base Stations</i>.
    <i>Proceedings of the 22nd IEEE International Conference on Distributed Computing
    in Smart Systems and the Internet of Things (DCOSS-IoT 2026)</i>. IEEE.'
  din1505-2-1: '<span style="font-variant:small-caps;">Fliedner, Niels Hendrik</span>
    ; <span style="font-variant:small-caps;">Klingler, Florian</span> ; <span style="font-variant:small-caps;">Trsek,
    Henning</span>: <i>5GAutoConf: A Rapid Data-Driven Autoconfiguration Tool for
    5G Base Stations</i> : IEEE, 2026'
  havard: 'N.H. Fliedner, F. Klingler, H. Trsek, 5GAutoConf: A Rapid Data-Driven Autoconfiguration
    Tool for 5G Base Stations, IEEE, 2026.'
  ieee: 'N. H. Fliedner, F. Klingler, and H. Trsek, <i>5GAutoConf: A Rapid Data-Driven
    Autoconfiguration Tool for 5G Base Stations</i>. IEEE, 2026.'
  mla: 'Fliedner, Niels Hendrik, et al. “5GAutoConf: A Rapid Data-Driven Autoconfiguration
    Tool for 5G Base Stations.” <i>Proceedings of the 22nd IEEE International Conference
    on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT
    2026)</i>, IEEE, 2026.'
  short: 'N.H. Fliedner, F. Klingler, H. Trsek, 5GAutoConf: A Rapid Data-Driven Autoconfiguration
    Tool for 5G Base Stations, IEEE, 2026.'
  ufg: '<b>Fliedner, Niels Hendrik/Klingler, Florian/Trsek, Henning</b>: 5GAutoConf:
    A Rapid Data-Driven Autoconfiguration Tool for 5G Base Stations, o. O. 2026.'
  van: 'Fliedner NH, Klingler F, Trsek H. 5GAutoConf: A Rapid Data-Driven Autoconfiguration
    Tool for 5G Base Stations. Proceedings of the 22nd IEEE International Conference
    on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT
    2026). IEEE; 2026.'
conference:
  end_date: 2026-06-24
  location: Reykjavík, Island
  name: 22nd IEEE International Conference on Distributed Computing in Smart Systems
    and the Internet of Things (DCOSS-IoT 2026)
  start_date: 2026-06-22
date_created: 2026-06-28T17:20:19Z
date_updated: 2026-06-28T17:20:47Z
ddc:
- '004'
- '600'
- '620'
department:
- _id: DEP5023
file:
- access_level: open_access
  content_type: application/pdf
  creator: p00-tl8
  date_created: 2026-06-28T17:14:54Z
  date_updated: 2026-06-28T17:14:54Z
  file_id: '13830'
  file_name: DCOSS_IoT_2026_2026-05-22_v08.pdf
  file_size: 226933
  relation: main_file
  success: 1
file_date_updated: 2026-06-28T17:14:54Z
has_accepted_license: '1'
keyword:
- 5G NR
- RAN
- data-driven network optimization
- open-source toolkits
- automated network configuration
- rapid network deployment
language:
- iso: eng
oa: '1'
publication: Proceedings of the 22nd IEEE International Conference on Distributed
  Computing in Smart Systems and the Internet of Things (DCOSS-IoT 2026)
publisher: IEEE
quality_controlled: '1'
related_material:
  link:
  - description: Quellcode des vorgestellten Tools "5GAutoConf".
    relation: software
    url: https://github.com/inIT-IAS/5GAutoConf
status: public
title: '5GAutoConf: A Rapid Data-Driven Autoconfiguration Tool for 5G Base Stations'
type: conference_editor_article
user_id: '58709'
year: '2026'
...