---
_id: '10176'
author:
- first_name: Andreas
  full_name: Schmelter, Andreas
  id: '10982'
  last_name: Schmelter
- first_name: Dirk
  full_name: Leinhos, Dirk
  last_name: Leinhos
- first_name: Holger
  full_name: Flatt, Holger
  last_name: Flatt
- first_name: Jens
  full_name: Ziehn, Jens
  last_name: Ziehn
- first_name: Andreas
  full_name: Schmelter, Andreas
  id: '10982'
  last_name: Schmelter
- first_name: Jan-Christopher
  full_name: Brand, Jan-Christopher
  last_name: Brand
- first_name: Franz
  full_name: Ponholzer, Franz
  last_name: Ponholzer
- first_name: Henrik
  full_name: von der Haar, Henrik
  last_name: von der Haar
- first_name: Micha
  full_name: Beyer, Micha
  last_name: Beyer
- first_name: Stefan
  full_name: Witte, Stefan
  id: '1605'
  last_name: Witte
citation:
  ama: Schmelter A, Leinhos D, Flatt H, et al. <i>Sensorik als technische Voraussetzung
    für ATO-Funktionen</i>. Vol 31. DZSF; 2023.
  apa: Schmelter, A., Leinhos, D., Flatt, H., Ziehn, J., Schmelter, A., Brand, J.-C.,
    Ponholzer, F., von der Haar, H., Beyer, M., &#38; Witte, S. (2023). <i>Sensorik
    als technische Voraussetzung für ATO-Funktionen</i> (Vol. 31). DZSF.
  bjps: '<b>Schmelter A <i>et al.</i></b> (2023) <i>Sensorik als technische Voraussetzung
    für ATO-Funktionen</i>. Dresden: DZSF.'
  chicago: 'Schmelter, Andreas, Dirk Leinhos, Holger Flatt, Jens Ziehn, Andreas Schmelter,
    Jan-Christopher Brand, Franz Ponholzer, Henrik von der Haar, Micha Beyer, and
    Stefan Witte. <i>Sensorik als technische Voraussetzung für ATO-Funktionen</i>.
    Vol. 31. Berichte des Deutschen Zentrums für Schienenverkehrsforschung. Dresden:
    DZSF, 2023.'
  chicago-de: 'Schmelter, Andreas, Dirk Leinhos, Holger Flatt, Jens Ziehn, Andreas
    Schmelter, Jan-Christopher Brand, Franz Ponholzer, Henrik von der Haar, Micha
    Beyer und Stefan Witte. 2023. <i>Sensorik als technische Voraussetzung für ATO-Funktionen</i>.
    Bd. 31. Berichte des Deutschen Zentrums für Schienenverkehrsforschung. Dresden:
    DZSF.'
  din1505-2-1: '<span style="font-variant:small-caps;"><span style="font-variant:small-caps;">Schmelter,
    Andreas</span> ; <span style="font-variant:small-caps;">Leinhos, Dirk</span> ;
    <span style="font-variant:small-caps;">Flatt, Holger</span> ; <span style="font-variant:small-caps;">Ziehn,
    Jens</span> ; <span style="font-variant:small-caps;">Schmelter, Andreas</span>
    ; <span style="font-variant:small-caps;">Brand, Jan-Christopher</span> ; <span
    style="font-variant:small-caps;">Ponholzer, Franz</span> ; <span style="font-variant:small-caps;">von
    der Haar, Henrik</span> ; u. a.</span>: <i>Sensorik als technische Voraussetzung
    für ATO-Funktionen</i>, <i>Berichte des Deutschen Zentrums für Schienenverkehrsforschung</i>.
    Bd. 31. Dresden : DZSF, 2023'
  havard: A. Schmelter, D. Leinhos, H. Flatt, J. Ziehn, A. Schmelter, J.-C. Brand,
    F. Ponholzer, H. von der Haar, M. Beyer, S. Witte, Sensorik als technische Voraussetzung
    für ATO-Funktionen, DZSF, Dresden, 2023.
  ieee: 'A. Schmelter <i>et al.</i>, <i>Sensorik als technische Voraussetzung für
    ATO-Funktionen</i>, vol. 31. Dresden: DZSF, 2023.'
  mla: Schmelter, Andreas, et al. <i>Sensorik als technische Voraussetzung für ATO-Funktionen</i>.
    DZSF, 2023.
  short: A. Schmelter, D. Leinhos, H. Flatt, J. Ziehn, A. Schmelter, J.-C. Brand,
    F. Ponholzer, H. von der Haar, M. Beyer, S. Witte, Sensorik als technische Voraussetzung
    für ATO-Funktionen, DZSF, Dresden, 2023.
  ufg: '<b>Schmelter, Andreas u. a.</b>: Sensorik als technische Voraussetzung für
    ATO-Funktionen, Bd. 31, Dresden 2023 (Berichte des Deutschen Zentrums für Schienenverkehrsforschung).'
  van: 'Schmelter A, Leinhos D, Flatt H, Ziehn J, Schmelter A, Brand JC, et al. Sensorik
    als technische Voraussetzung für ATO-Funktionen. Dresden: DZSF; 2023. 292 p. (Berichte
    des Deutschen Zentrums für Schienenverkehrsforschung; vol. 31).'
date_created: 2023-07-27T11:40:25Z
date_updated: 2023-07-28T09:08:30Z
department:
- _id: DEP5000
- _id: DEP5023
intvolume: '        31'
language:
- iso: ger
main_file_link:
- open_access: '1'
  url: https://www.dzsf.bund.de/SharedDocs/Downloads/DZSF/Veroeffentlichungen/Forschungsberichte/2022/ForBe_31_2022_ATOSensorik.pdf?__blob=publicationFile&amp;v=6
oa: '1'
page: '292'
place: Dresden
publication_identifier:
  issn:
  - '2629-7973 '
publication_status: published
publisher: DZSF
series_title: Berichte des Deutschen Zentrums für Schienenverkehrsforschung
status: public
title: Sensorik als technische Voraussetzung für ATO-Funktionen
type: research_paper
user_id: '83781'
volume: 31
year: '2023'
...
---
_id: '13020'
abstract:
- lang: eng
  text: Developing AI systems for automatic train operation (ATO) requires developers
    to have a deep understanding of the human tasks they are trying to replace. This
    paper fills this gap and translates the regulatory requirements from the context
    of German railways for the AI developer community. As a result, tasks such as
    train’s path monitoring for collision prediction, signal detection, door operation,
    etc. are identified. Based on this analysis, a functionally justified sensor setup
    with detailed configuration requirements is presented. This setup was also evaluated
    by a survey within the railway industry. The evaluated sensors include RGB/IR
    cameras, LIDARs, radars and ultrasonic sensors. Calculations and estimates for
    the evaluated sensors are presented graphically and included in this paper. However,
    the ultimate sensor setup is still a subject of research. The results of this
    paper also address the lack of training and test datasets for railway AI systems.
    It is proposed to acquire research datasets that will allow the training of domain
    adaptation algorithms to transform other datasets, thus increasing the number
    of available datasets. The sensor setup is also recommended for such research
    datasets.
article_number: '22'
author:
- first_name: Rustam
  full_name: Tagiew, Rustam
  last_name: Tagiew
- first_name: Dirk
  full_name: Leinhos, Dirk
  last_name: Leinhos
- first_name: Henrik
  full_name: von der Haar, Henrik
  last_name: von der Haar
- first_name: Christian
  full_name: Klotz, Christian
  last_name: Klotz
- first_name: Dennis
  full_name: Sprute, Dennis
  last_name: Sprute
- first_name: Jens
  full_name: Ziehn, Jens
  last_name: Ziehn
- first_name: Andreas
  full_name: Schmelter, Andreas
  id: '10982'
  last_name: Schmelter
- first_name: Stefan
  full_name: Witte, Stefan
  id: '1605'
  last_name: Witte
- first_name: Pavel
  full_name: Klasek, Pavel
  last_name: Klasek
citation:
  ama: Tagiew R, Leinhos D, von der Haar H, et al. Sensor system for development of
    perception systems for ATO. <i>Discover Artificial Intelligence</i>. 2023;3(1).
    doi:<a href="https://doi.org/10.1007/s44163-023-00066-4">10.1007/s44163-023-00066-4</a>
  apa: Tagiew, R., Leinhos, D., von der Haar, H., Klotz, C., Sprute, D., Ziehn, J.,
    Schmelter, A., Witte, S., &#38; Klasek, P. (2023). Sensor system for development
    of perception systems for ATO. <i>Discover Artificial Intelligence</i>, <i>3</i>(1),
    Article 22. <a href="https://doi.org/10.1007/s44163-023-00066-4">https://doi.org/10.1007/s44163-023-00066-4</a>
  bjps: <b>Tagiew R <i>et al.</i></b> (2023) Sensor System for Development of Perception
    Systems for ATO. <i>Discover Artificial Intelligence</i> <b>3</b>.
  chicago: Tagiew, Rustam, Dirk Leinhos, Henrik von der Haar, Christian Klotz, Dennis
    Sprute, Jens Ziehn, Andreas Schmelter, Stefan Witte, and Pavel Klasek. “Sensor
    System for Development of Perception Systems for ATO.” <i>Discover Artificial
    Intelligence</i> 3, no. 1 (2023). <a href="https://doi.org/10.1007/s44163-023-00066-4">https://doi.org/10.1007/s44163-023-00066-4</a>.
  chicago-de: Tagiew, Rustam, Dirk Leinhos, Henrik von der Haar, Christian Klotz,
    Dennis Sprute, Jens Ziehn, Andreas Schmelter, Stefan Witte und Pavel Klasek. 2023.
    Sensor system for development of perception systems for ATO. <i>Discover Artificial
    Intelligence</i> 3, Nr. 1. doi:<a href="https://doi.org/10.1007/s44163-023-00066-4">10.1007/s44163-023-00066-4</a>,
    .
  din1505-2-1: '<span style="font-variant:small-caps;"><span style="font-variant:small-caps;">Tagiew,
    Rustam</span> ; <span style="font-variant:small-caps;">Leinhos, Dirk</span> ;
    <span style="font-variant:small-caps;">von der Haar, Henrik</span> ; <span style="font-variant:small-caps;">Klotz,
    Christian</span> ; <span style="font-variant:small-caps;">Sprute, Dennis</span>
    ; <span style="font-variant:small-caps;">Ziehn, Jens</span> ; <span style="font-variant:small-caps;">Schmelter,
    Andreas</span> ; <span style="font-variant:small-caps;">Witte, Stefan</span> ;
    u. a.</span>: Sensor system for development of perception systems for ATO. In:
    <i>Discover Artificial Intelligence</i> Bd. 3. [Cham] , Springer International
    Publishing  (2023), Nr. 1'
  havard: R. Tagiew, D. Leinhos, H. von der Haar, C. Klotz, D. Sprute, J. Ziehn, A.
    Schmelter, S. Witte, P. Klasek, Sensor system for development of perception systems
    for ATO, Discover Artificial Intelligence. 3 (2023).
  ieee: 'R. Tagiew <i>et al.</i>, “Sensor system for development of perception systems
    for ATO,” <i>Discover Artificial Intelligence</i>, vol. 3, no. 1, Art. no. 22,
    2023, doi: <a href="https://doi.org/10.1007/s44163-023-00066-4">10.1007/s44163-023-00066-4</a>.'
  mla: Tagiew, Rustam, et al. “Sensor System for Development of Perception Systems
    for ATO.” <i>Discover Artificial Intelligence</i>, vol. 3, no. 1, 22, 2023, <a
    href="https://doi.org/10.1007/s44163-023-00066-4">https://doi.org/10.1007/s44163-023-00066-4</a>.
  short: R. Tagiew, D. Leinhos, H. von der Haar, C. Klotz, D. Sprute, J. Ziehn, A.
    Schmelter, S. Witte, P. Klasek, Discover Artificial Intelligence 3 (2023).
  ufg: '<b>Tagiew, Rustam u. a.</b>: Sensor system for development of perception systems
    for ATO, in: <i>Discover Artificial Intelligence</i> 3 (2023), H. 1.'
  van: Tagiew R, Leinhos D, von der Haar H, Klotz C, Sprute D, Ziehn J, et al. Sensor
    system for development of perception systems for ATO. Discover Artificial Intelligence.
    2023;3(1).
date_created: 2025-06-24T13:47:12Z
date_updated: 2025-06-24T13:51:24Z
department:
- _id: DEP5000
- _id: DEP5023
doi: 10.1007/s44163-023-00066-4
intvolume: '         3'
issue: '1'
keyword:
- Automatic train operation
- ATO
- GoA3
- GoA4
- Perception
- AI
language:
- iso: eng
place: '[Cham] '
publication: Discover Artificial Intelligence
publication_identifier:
  issn:
  - 2731-0809
publication_status: published
publisher: 'Springer International Publishing '
quality_controlled: '1'
status: public
title: Sensor system for development of perception systems for ATO
type: scientific_journal_article
user_id: '83781'
volume: 3
year: '2023'
...
---
_id: '10172'
abstract:
- lang: eng
  text: This paper introduces the specific requirements of the domain of train operation
    and its regulatory framework to the AI community. It assesses sensor sets for
    driverless and unattended train operation. It lists functionally justified ranges
    of technical specifications for sensors of different types, which will generate
    input for AI perception algorithms (i.e. for signal and obstacle detection). Since
    an optimal sensor set is the subject of research, this paper provides the specification
    of a generic data acquisition platform as a crucial step. Some particular results
    are recommendations for the minimal resolution and shutter type for image sensors,
    as well as beam steering methods and resolutions for LiDARs.
author:
- first_name: Tagiew
  full_name: Rustam, Tagiew
  last_name: Rustam
- first_name: Leinhos
  full_name: Dirk, Leinhos
  last_name: Dirk
- first_name: Henrik
  full_name: von der Haar, Henrik
  last_name: von der Haar
- first_name: Christian
  full_name: Klotz, Christian
  last_name: Klotz
- first_name: Dennis
  full_name: Sprute, Dennis
  last_name: Sprute
- first_name: Jens
  full_name: Ziehn, Jens
  last_name: Ziehn
- first_name: Andreas
  full_name: Schmelter, Andreas
  id: '10982'
  last_name: Schmelter
- first_name: Stefan
  full_name: Witte, Stefan
  id: '1605'
  last_name: Witte
- first_name: Pavel
  full_name: Klasek, Pavel
  last_name: Klasek
citation:
  ama: Rustam T, Dirk L, von der Haar H, et al. <i>Onboard Sensor Systems for Automatic
    Train Operation</i>. (Marrone  S, ed.). Springer International Publishing; 2022.
    doi:<a href="https://doi.org/10.1007/978-3-031-16245-9_11">10.1007/978-3-031-16245-9_11</a>
  apa: Rustam, T., Dirk, L., von der Haar, H., Klotz, C., Sprute, D., Ziehn, J., Schmelter,
    A., Witte, S., &#38; Klasek, P. (2022). Onboard Sensor Systems for Automatic Train
    Operation. In S. Marrone  (Ed.), <i>Dependable Computing – EDCC 2022 Workshops</i>.
    Springer International Publishing. <a href="https://doi.org/10.1007/978-3-031-16245-9_11">https://doi.org/10.1007/978-3-031-16245-9_11</a>
  bjps: '<b>Rustam T <i>et al.</i></b> (2022) <i>Onboard Sensor Systems for Automatic
    Train Operation</i>, Marrone  S (ed.). Berlin: Springer International Publishing.'
  chicago: 'Rustam, Tagiew, Leinhos Dirk, Henrik von der Haar, Christian Klotz, Dennis
    Sprute, Jens Ziehn, Andreas Schmelter, Stefan Witte, and Pavel Klasek. <i>Onboard
    Sensor Systems for Automatic Train Operation</i>. Edited by Stefano Marrone .
    <i>Dependable Computing – EDCC 2022 Workshops</i>. Communications in Computer
    and Information Science. Berlin: Springer International Publishing, 2022. <a href="https://doi.org/10.1007/978-3-031-16245-9_11">https://doi.org/10.1007/978-3-031-16245-9_11</a>.'
  chicago-de: 'Rustam, Tagiew, Leinhos Dirk, Henrik von der Haar, Christian Klotz,
    Dennis Sprute, Jens Ziehn, Andreas Schmelter, Stefan Witte und Pavel Klasek. 2022.
    <i>Onboard Sensor Systems for Automatic Train Operation</i>. Hg. von Stefano Marrone
    . <i>Dependable Computing – EDCC 2022 Workshops</i>. Communications in Computer
    and Information Science. Berlin: Springer International Publishing. doi:<a href="https://doi.org/10.1007/978-3-031-16245-9_11">10.1007/978-3-031-16245-9_11</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;"><span style="font-variant:small-caps;">Rustam,
    Tagiew</span> ; <span style="font-variant:small-caps;">Dirk, Leinhos</span> ;
    <span style="font-variant:small-caps;">von der Haar, Henrik</span> ; <span style="font-variant:small-caps;">Klotz,
    Christian</span> ; <span style="font-variant:small-caps;">Sprute, Dennis</span>
    ; <span style="font-variant:small-caps;">Ziehn, Jens</span> ; <span style="font-variant:small-caps;">Schmelter,
    Andreas</span> ; <span style="font-variant:small-caps;">Witte, Stefan</span> ;
    u. a.</span> ; <span style="font-variant:small-caps;">Marrone , S.</span> (Hrsg.):
    <i>Onboard Sensor Systems for Automatic Train Operation</i>, <i>Communications
    in Computer and Information Science</i>. Berlin : Springer International Publishing,
    2022'
  havard: T. Rustam, L. Dirk, H. von der Haar, C. Klotz, D. Sprute, J. Ziehn, A. Schmelter,
    S. Witte, P. Klasek, Onboard Sensor Systems for Automatic Train Operation, Springer
    International Publishing, Berlin, 2022.
  ieee: 'T. Rustam <i>et al.</i>, <i>Onboard Sensor Systems for Automatic Train Operation</i>.
    Berlin: Springer International Publishing, 2022. doi: <a href="https://doi.org/10.1007/978-3-031-16245-9_11">10.1007/978-3-031-16245-9_11</a>.'
  mla: Rustam, Tagiew, et al. “Onboard Sensor Systems for Automatic Train Operation.”
    <i>Dependable Computing – EDCC 2022 Workshops</i>, edited by Stefano Marrone ,
    Springer International Publishing, 2022, <a href="https://doi.org/10.1007/978-3-031-16245-9_11">https://doi.org/10.1007/978-3-031-16245-9_11</a>.
  short: T. Rustam, L. Dirk, H. von der Haar, C. Klotz, D. Sprute, J. Ziehn, A. Schmelter,
    S. Witte, P. Klasek, Onboard Sensor Systems for Automatic Train Operation, Springer
    International Publishing, Berlin, 2022.
  ufg: '<b>Rustam, Tagiew u. a.</b>: Onboard Sensor Systems for Automatic Train Operation,
    hg. von Marrone , Stefano, Berlin 2022 (Communications in Computer and Information
    Science).'
  van: 'Rustam T, Dirk L, von der Haar H, Klotz C, Sprute D, Ziehn J, et al. Onboard
    Sensor Systems for Automatic Train Operation. Marrone  S, editor. Dependable Computing
    – EDCC 2022 Workshops. Berlin: Springer International Publishing; 2022. (Communications
    in Computer and Information Science).'
conference:
  end_date: 2022-09-12
  location: Zaragoza, Spain
  name: International Workshop on Artificial Intelligence for RAILwayS 2022
  start_date: 2022-09-12
date_created: 2023-07-27T11:24:23Z
date_updated: 2023-07-28T09:49:09Z
department:
- _id: DEP5000
- _id: DEP5023
doi: 10.1007/978-3-031-16245-9_11
editor:
- first_name: Stefano
  full_name: Marrone , Stefano
  last_name: 'Marrone '
language:
- iso: eng
place: Berlin
publication: Dependable Computing – EDCC 2022 Workshops
publication_identifier:
  eisbn:
  - 978-3-031-16245-9
  isbn:
  - 978-3-031-16244-2
publication_status: published
publisher: Springer International Publishing
series_title: Communications in Computer and Information Science
status: public
title: Onboard Sensor Systems for Automatic Train Operation
type: conference_editor_article
user_id: '83781'
year: '2022'
...
---
_id: '4864'
author:
- first_name: Martin
  full_name: Flasskamp, Martin
  last_name: Flasskamp
- first_name: Harry
  full_name: Fast, Harry
  id: '51413'
  last_name: Fast
- first_name: Niels Hendrik
  full_name: Fliedner, Niels Hendrik
  id: '57956'
  last_name: Fliedner
  orcid: 0000-0003-0484-1328
- first_name: Annika
  full_name: Henze-Sakowsky, Annika
  last_name: Henze-Sakowsky
- first_name: Florian
  full_name: Hufen, Florian
  last_name: Hufen
- first_name: Paul
  full_name: Lohmann, Paul
  last_name: Lohmann
- first_name: Söhnke
  full_name: Lück, Söhnke
  last_name: Lück
- first_name: Andreas
  full_name: Schmelter, Andreas
  id: '10982'
  last_name: Schmelter
- first_name: Thorsten
  full_name: Jungeblut, Thorsten
  last_name: Jungeblut
- first_name: Jürgen
  full_name: Jasperneite, Jürgen
  id: '1899'
  last_name: Jasperneite
- first_name: Rolf
  full_name: Naumann, Rolf
  last_name: Naumann
- first_name: Ulrich
  full_name: Rückert, Ulrich
  last_name: Rückert
- first_name: Thomas
  full_name: Schulte, Thomas
  id: '46242'
  last_name: Schulte
- first_name: Stefan
  full_name: Witte, Stefan
  id: '1605'
  last_name: Witte
citation:
  ama: Flasskamp M, Fast H, Fliedner NH, et al. Vorstudie Vernetzte Mobilität OWL.
    Published online 2020.
  apa: Flasskamp, M., Fast, H., Fliedner, N. H., Henze-Sakowsky, A., Hufen, F., Lohmann,
    P., Lück, S., Schmelter, A., Jungeblut, T., Jasperneite, J., Naumann, R., Rückert,
    U., Schulte, T., &#38; Witte, S. (2020). <i>Vorstudie Vernetzte Mobilität OWL</i>.
    Verbundforschungsprojekts MOVE-IN-OWL.
  bjps: <b>Flasskamp M <i>et al.</i></b> (2020) Vorstudie Vernetzte Mobilität OWL.
  chicago: Flasskamp, Martin, Harry Fast, Niels Hendrik Fliedner, Annika Henze-Sakowsky,
    Florian Hufen, Paul Lohmann, Söhnke Lück, et al. “Vorstudie Vernetzte Mobilität
    OWL.” Verbundforschungsprojekts MOVE-IN-OWL, 2020.
  chicago-de: Flasskamp, Martin, Harry Fast, Niels Hendrik Fliedner, Annika Henze-Sakowsky,
    Florian Hufen, Paul Lohmann, Söhnke Lück, u. a. 2020. Vorstudie Vernetzte Mobilität
    OWL. Verbundforschungsprojekts MOVE-IN-OWL.
  din1505-2-1: '<span style="font-variant:small-caps;"><span style="font-variant:small-caps;">Flasskamp,
    Martin</span> ; <span style="font-variant:small-caps;">Fast, Harry</span> ; <span
    style="font-variant:small-caps;">Fliedner, Niels Hendrik</span> ; <span style="font-variant:small-caps;">Henze-Sakowsky,
    Annika</span> ; <span style="font-variant:small-caps;">Hufen, Florian</span> ;
    <span style="font-variant:small-caps;">Lohmann, Paul</span> ; <span style="font-variant:small-caps;">Lück,
    Söhnke</span> ; <span style="font-variant:small-caps;">Schmelter, Andreas</span>
    ; u. a.</span>: Vorstudie Vernetzte Mobilität OWL, Verbundforschungsprojekts MOVE-IN-OWL
    (2020)'
  havard: M. Flasskamp, H. Fast, N.H. Fliedner, A. Henze-Sakowsky, F. Hufen, P. Lohmann,
    S. Lück, A. Schmelter, T. Jungeblut, J. Jasperneite, R. Naumann, U. Rückert, T.
    Schulte, S. Witte, Vorstudie Vernetzte Mobilität OWL, (2020).
  ieee: M. Flasskamp <i>et al.</i>, “Vorstudie Vernetzte Mobilität OWL.” Verbundforschungsprojekts
    MOVE-IN-OWL, 2020.
  mla: Flasskamp, Martin, et al. <i>Vorstudie Vernetzte Mobilität OWL</i>. Verbundforschungsprojekts
    MOVE-IN-OWL, 2020.
  short: M. Flasskamp, H. Fast, N.H. Fliedner, A. Henze-Sakowsky, F. Hufen, P. Lohmann,
    S. Lück, A. Schmelter, T. Jungeblut, J. Jasperneite, R. Naumann, U. Rückert, T.
    Schulte, S. Witte, (2020).
  ufg: '<b>Flasskamp, Martin u. a.</b>: Vorstudie Vernetzte Mobilität OWL, o. O. 2020.'
  van: Flasskamp M, Fast H, Fliedner NH, Henze-Sakowsky A, Hufen F, Lohmann P, et
    al. Vorstudie Vernetzte Mobilität OWL. Verbundforschungsprojekts MOVE-IN-OWL;
    2020.
date_created: 2021-02-02T13:41:33Z
date_updated: 2023-08-14T13:35:42Z
department:
- _id: DEP5023
- _id: DEP5019
language:
- iso: ger
main_file_link:
- open_access: '1'
  url: https://move-in-owl.de/wp-content/uploads/2020/07/Vorstudie-Vernetzte-Mobilitaet_20200707.pdf
oa: '1'
publication_status: published
publisher: Verbundforschungsprojekts MOVE-IN-OWL
status: public
title: Vorstudie Vernetzte Mobilität OWL
type: preprint
user_id: '83781'
year: '2020'
...
---
_id: '5591'
author:
- first_name: Andreas
  full_name: Schmelter, Andreas
  id: '10982'
  last_name: Schmelter
- first_name: Oliver
  full_name: Konradi, Oliver
  last_name: Konradi
- first_name: Stefan
  full_name: Heiss, Stefan
  id: '1031'
  last_name: Heiss
citation:
  ama: 'Schmelter A, Konradi O, Heiss S. Sichere Benutzerauthentifizierung mit mobilen
    Endgeräten in industriellen Anwendungen. In: <i>Technologien Für Die Intelligente
    Automation</i>. Berlin, Heidelberg; 2019. doi:<a href="https://doi.org/10.1007/978-3-662-59895-5_14">10.1007/978-3-662-59895-5_14</a>'
  apa: Schmelter, A., Konradi, O., &#38; Heiss, S. (2019). Sichere Benutzerauthentifizierung
    mit mobilen Endgeräten in industriellen Anwendungen. In <i>Technologien für die
    intelligente Automation</i>. Berlin, Heidelberg. <a href="https://doi.org/10.1007/978-3-662-59895-5_14">https://doi.org/10.1007/978-3-662-59895-5_14</a>
  bjps: <b>Schmelter A, Konradi O and Heiss S</b> (2019) Sichere Benutzerauthentifizierung
    Mit Mobilen Endgeräten in Industriellen Anwendungen. <i>Technologien Für Die Intelligente
    Automation</i>. Berlin, Heidelberg.
  chicago: Schmelter, Andreas, Oliver Konradi, and Stefan Heiss. “Sichere Benutzerauthentifizierung
    Mit Mobilen Endgeräten in Industriellen Anwendungen.” In <i>Technologien Für Die
    Intelligente Automation</i>. Berlin, Heidelberg, 2019. <a href="https://doi.org/10.1007/978-3-662-59895-5_14">https://doi.org/10.1007/978-3-662-59895-5_14</a>.
  chicago-de: 'Schmelter, Andreas, Oliver Konradi und Stefan Heiss. 2019. Sichere
    Benutzerauthentifizierung mit mobilen Endgeräten in industriellen Anwendungen.
    In: <i>Technologien für die intelligente Automation</i>. Berlin, Heidelberg. doi:<a
    href="https://doi.org/10.1007/978-3-662-59895-5_14,">10.1007/978-3-662-59895-5_14,</a>
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Schmelter, Andreas</span> ;
    <span style="font-variant:small-caps;">Konradi, Oliver</span> ; <span style="font-variant:small-caps;">Heiss,
    Stefan</span>: Sichere Benutzerauthentifizierung mit mobilen Endgeräten in industriellen
    Anwendungen. In: <i>Technologien für die intelligente Automation</i>. Berlin,
    Heidelberg, 2019'
  havard: 'A. Schmelter, O. Konradi, S. Heiss, Sichere Benutzerauthentifizierung mit
    mobilen Endgeräten in industriellen Anwendungen, in: Technologien Für Die Intelligente
    Automation, Berlin, Heidelberg, 2019.'
  ieee: A. Schmelter, O. Konradi, and S. Heiss, “Sichere Benutzerauthentifizierung
    mit mobilen Endgeräten in industriellen Anwendungen,” in <i>Technologien für die
    intelligente Automation</i>, Berlin, Heidelberg, 2019.
  mla: Schmelter, Andreas, et al. “Sichere Benutzerauthentifizierung Mit Mobilen Endgeräten
    in Industriellen Anwendungen.” <i>Technologien Für Die Intelligente Automation</i>,
    2019, doi:<a href="https://doi.org/10.1007/978-3-662-59895-5_14">10.1007/978-3-662-59895-5_14</a>.
  short: 'A. Schmelter, O. Konradi, S. Heiss, in: Technologien Für Die Intelligente
    Automation, Berlin, Heidelberg, 2019.'
  ufg: '<b>Schmelter, Andreas et. al. (2019)</b>: Sichere Benutzerauthentifizierung
    mit mobilen Endgeräten in industriellen Anwendungen, in: <i>Technologien für die
    intelligente Automation</i>, Berlin, Heidelberg.'
  van: 'Schmelter A, Konradi O, Heiss S. Sichere Benutzerauthentifizierung mit mobilen
    Endgeräten in industriellen Anwendungen. In: Technologien für die intelligente
    Automation. Berlin, Heidelberg; 2019.'
date_created: 2021-04-19T09:21:58Z
date_updated: 2023-03-15T13:50:00Z
department:
- _id: DEP5000
- _id: DEP5023
doi: 10.1007/978-3-662-59895-5_14
language:
- iso: eng
place: Berlin, Heidelberg
publication: Technologien für die intelligente Automation
publication_identifier:
  isbn:
  - '9783662598948'
  - '9783662598955'
  issn:
  - 2522-8579
  - 2522-8587
publication_status: published
status: public
title: Sichere Benutzerauthentifizierung mit mobilen Endgeräten in industriellen Anwendungen
type: book_chapter
user_id: '10982'
year: 2019
...
---
_id: '10169'
abstract:
- lang: eng
  text: The reduction of wires and connections is a fundamental necessity for upcoming
    industrial 4.0 solutions, requiring a large amount of reconfigurability and flexibility.
    Our research focuses on recent ways of combining energy and data transmission
    in single contactless transducers, enabling easy installation, maintenance and
    possible fulfilment of high protection classes. While this approach can typically
    be solved by combining Wifi and inductive energy transfer, the Wifi aspect is
    often limited by the available media access and channel occupation. Another issue
    is the real time capability of Wifi or other wireless transmission protocols like
    IEEE 802.15.4. While creating a new wireless or contactless standard is beyond
    the focus of this work, we concentrate on combining existing technologies and
    their interoperability. This includes powerline communication systems, near field
    data transmission and inductive energy transfer mechanisms.
author:
- first_name: Derk
  full_name: Wesemann, Derk
  id: '1273'
  last_name: Wesemann
- first_name: Stefan
  full_name: Witte, Stefan
  id: '1605'
  last_name: Witte
- first_name: Andreas
  full_name: Schmelter, Andreas
  id: '10982'
  last_name: Schmelter
- first_name: Roland
  full_name: Heß, Roland
  last_name: Heß
citation:
  ama: 'Wesemann D, Witte S, Schmelter A, Heß R. <i>Flexible Factory Automation: Potentials
    of Contactless Transmission Systems, Combining State-of-the-Art Technologies</i>.
    IEEE; 2016. doi:<a href="https://doi.org/10.1109/WFCS.2016.7496533">10.1109/WFCS.2016.7496533</a>'
  apa: 'Wesemann, D., Witte, S., Schmelter, A., &#38; Heß, R. (2016). Flexible factory
    automation: Potentials of contactless transmission systems, combining state-of-the-art
    technologies. In <i>Communication in automation : 2016 IEEE World Conference on
    Factory Communication Systems (WFCS)$dMay 3-6, 2016, Aveiro, Portugal</i>. IEEE
    World Conference on Factory Communication Systems (WFCS), Aveiro, Portugal. IEEE.
    <a href="https://doi.org/10.1109/WFCS.2016.7496533">https://doi.org/10.1109/WFCS.2016.7496533</a>'
  bjps: '<b>Wesemann D <i>et al.</i></b> (2016) <i>Flexible Factory Automation: Potentials
    of Contactless Transmission Systems, Combining State-of-the-Art Technologies</i>.
    Piscataway, NJ : IEEE.'
  chicago: 'Wesemann, Derk, Stefan Witte, Andreas Schmelter, and Roland Heß. <i>Flexible
    Factory Automation: Potentials of Contactless Transmission Systems, Combining
    State-of-the-Art Technologies</i>. <i>Communication in Automation : 2016 IEEE
    World Conference on Factory Communication Systems (WFCS)$dMay 3-6, 2016, Aveiro,
    Portugal</i>. Piscataway, NJ : IEEE, 2016. <a href="https://doi.org/10.1109/WFCS.2016.7496533">https://doi.org/10.1109/WFCS.2016.7496533</a>.'
  chicago-de: 'Wesemann, Derk, Stefan Witte, Andreas Schmelter und Roland Heß. 2016.
    <i>Flexible factory automation: Potentials of contactless transmission systems,
    combining state-of-the-art technologies</i>. <i>Communication in automation :
    2016 IEEE World Conference on Factory Communication Systems (WFCS)$dMay 3-6, 2016,
    Aveiro, Portugal</i>. Piscataway, NJ : IEEE. doi:<a href="https://doi.org/10.1109/WFCS.2016.7496533">10.1109/WFCS.2016.7496533</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Wesemann, Derk</span> ; <span
    style="font-variant:small-caps;">Witte, Stefan</span> ; <span style="font-variant:small-caps;">Schmelter,
    Andreas</span> ; <span style="font-variant:small-caps;">Heß, Roland</span>: <i>Flexible
    factory automation: Potentials of contactless transmission systems, combining
    state-of-the-art technologies</i>. Piscataway, NJ  : IEEE, 2016'
  havard: 'D. Wesemann, S. Witte, A. Schmelter, R. Heß, Flexible factory automation:
    Potentials of contactless transmission systems, combining state-of-the-art technologies,
    IEEE, Piscataway, NJ , 2016.'
  ieee: 'D. Wesemann, S. Witte, A. Schmelter, and R. Heß, <i>Flexible factory automation:
    Potentials of contactless transmission systems, combining state-of-the-art technologies</i>.
    Piscataway, NJ : IEEE, 2016. doi: <a href="https://doi.org/10.1109/WFCS.2016.7496533">10.1109/WFCS.2016.7496533</a>.'
  mla: 'Wesemann, Derk, et al. “Flexible Factory Automation: Potentials of Contactless
    Transmission Systems, Combining State-of-the-Art Technologies.” <i>Communication
    in Automation : 2016 IEEE World Conference on Factory Communication Systems (WFCS)$dMay
    3-6, 2016, Aveiro, Portugal</i>, IEEE, 2016, <a href="https://doi.org/10.1109/WFCS.2016.7496533">https://doi.org/10.1109/WFCS.2016.7496533</a>.'
  short: 'D. Wesemann, S. Witte, A. Schmelter, R. Heß, Flexible Factory Automation:
    Potentials of Contactless Transmission Systems, Combining State-of-the-Art Technologies,
    IEEE, Piscataway, NJ , 2016.'
  ufg: '<b>Wesemann, Derk u. a.</b>: Flexible factory automation: Potentials of contactless
    transmission systems, combining state-of-the-art technologies, Piscataway, NJ  2016.'
  van: 'Wesemann D, Witte S, Schmelter A, Heß R. Flexible factory automation: Potentials
    of contactless transmission systems, combining state-of-the-art technologies.
    Communication in automation : 2016 IEEE World Conference on Factory Communication
    Systems (WFCS)$dMay 3-6, 2016, Aveiro, Portugal. Piscataway, NJ : IEEE; 2016.'
conference:
  end_date: 2016-05-06
  location: Aveiro, Portugal
  name: IEEE World Conference on Factory Communication Systems (WFCS)
  start_date: 2016-05-03
date_created: 2023-07-27T11:13:52Z
date_updated: 2023-07-28T12:28:27Z
department:
- _id: DEP5000
- _id: DEP5023
doi: 10.1109/WFCS.2016.7496533
keyword:
- Automation
- Industry 4.0
- Contactless Data Transmission
- Contactless Energy Transmission
- Wireless Communication
language:
- iso: eng
place: 'Piscataway, NJ '
publication: 'Communication in automation : 2016 IEEE World Conference on Factory
  Communication Systems (WFCS)$dMay 3-6, 2016, Aveiro, Portugal'
publication_identifier:
  isbn:
  - ' 978-1-5090-2339-4 '
publication_status: published
publisher: IEEE
status: public
title: 'Flexible factory automation: Potentials of contactless transmission systems,
  combining state-of-the-art technologies'
type: conference_editor_article
user_id: '83781'
year: '2016'
...
---
_id: '10161'
author:
- first_name: Andreas
  full_name: Schmelter, Andreas
  id: '10982'
  last_name: Schmelter
- first_name: Kaleem
  full_name: Ahmad, Kaleem
  last_name: Ahmad
- first_name: Michael
  full_name: Grotekemper, Michael
  last_name: Grotekemper
- first_name: Adrian
  full_name: Riegel, Adrian
  id: '14647'
  last_name: Riegel
- first_name: Stefan
  full_name: Witte, Stefan
  id: '1605'
  last_name: Witte
citation:
  ama: Schmelter A, Ahmad K, Grotekemper M, Riegel A, Witte S. <i>FuLOG – Radio Based
    Data Logger For Integration In Production Processes</i>.; 2011.
  apa: Schmelter, A., Ahmad, K., Grotekemper, M., Riegel, A., &#38; Witte, S. (2011).
    <i>FuLOG – Radio Based Data Logger For Integration In Production Processes</i>.
    20th International Workshop on Matrices and Statistics, IWMS.
  bjps: <b>Schmelter A <i>et al.</i></b> (2011) <i>FuLOG – Radio Based Data Logger
    For Integration In Production Processes</i>. .
  chicago: Schmelter, Andreas, Kaleem Ahmad, Michael Grotekemper, Adrian Riegel, and
    Stefan Witte. <i>FuLOG – Radio Based Data Logger For Integration In Production
    Processes</i>, 2011.
  chicago-de: Schmelter, Andreas, Kaleem Ahmad, Michael Grotekemper, Adrian Riegel
    und Stefan Witte. 2011. <i>FuLOG – Radio Based Data Logger For Integration In
    Production Processes</i>.
  din1505-2-1: '<span style="font-variant:small-caps;">Schmelter, Andreas</span> ;
    <span style="font-variant:small-caps;">Ahmad, Kaleem</span> ; <span style="font-variant:small-caps;">Grotekemper,
    Michael</span> ; <span style="font-variant:small-caps;">Riegel, Adrian</span>
    ; <span style="font-variant:small-caps;">Witte, Stefan</span>: <i>FuLOG – Radio
    Based Data Logger For Integration In Production Processes</i>, 2011'
  havard: A. Schmelter, K. Ahmad, M. Grotekemper, A. Riegel, S. Witte, FuLOG – Radio
    Based Data Logger For Integration In Production Processes, 2011.
  ieee: A. Schmelter, K. Ahmad, M. Grotekemper, A. Riegel, and S. Witte, <i>FuLOG
    – Radio Based Data Logger For Integration In Production Processes</i>. 2011.
  mla: Schmelter, Andreas, et al. <i>FuLOG – Radio Based Data Logger For Integration
    In Production Processes</i>. 2011.
  short: A. Schmelter, K. Ahmad, M. Grotekemper, A. Riegel, S. Witte, FuLOG – Radio
    Based Data Logger For Integration In Production Processes, 2011.
  ufg: '<b>Schmelter, Andreas u. a.</b>: FuLOG – Radio Based Data Logger For Integration
    In Production Processes, o. O. 2011.'
  van: Schmelter A, Ahmad K, Grotekemper M, Riegel A, Witte S. FuLOG – Radio Based
    Data Logger For Integration In Production Processes. 2011.
conference:
  location: IWMS
  name: 20th International Workshop on Matrices and Statistics
date_created: 2023-07-27T10:43:16Z
date_updated: 2024-11-15T07:27:05Z
department:
- _id: DEP5000
- _id: DEP5023
language:
- iso: eng
publication_status: published
status: public
title: FuLOG – Radio Based Data Logger For Integration In Production Processes
type: conference_speech
user_id: '83781'
year: '2011'
...
---
_id: '8285'
author:
- first_name: Andreas
  full_name: Schmelter, Andreas
  id: '10982'
  last_name: Schmelter
citation:
  ama: 'Schmelter A. <i>Entwicklung Eines Prototypischen Security Gateways Auf Basis
    Einer FPGA Entwicklungsplattform Unter Nutzung Des Embedded-Betriebssystems ΜC-Linux</i>.
    Lemgo: Technische Hochschule Ostwestfalen Lippe; 2008.'
  apa: 'Schmelter, A. (2008). <i>Entwicklung eines prototypischen Security Gateways
    auf Basis einer FPGA Entwicklungsplattform unter Nutzung des Embedded-Betriebssystems
    µC-Linux</i>. Lemgo: Technische Hochschule Ostwestfalen Lippe.'
  bjps: '<b>Schmelter A</b> (2008) <i>Entwicklung Eines Prototypischen Security Gateways
    Auf Basis Einer FPGA Entwicklungsplattform Unter Nutzung Des Embedded-Betriebssystems
    ΜC-Linux</i>. Lemgo: Technische Hochschule Ostwestfalen Lippe.'
  chicago: 'Schmelter, Andreas. <i>Entwicklung Eines Prototypischen Security Gateways
    Auf Basis Einer FPGA Entwicklungsplattform Unter Nutzung Des Embedded-Betriebssystems
    ΜC-Linux</i>. Lemgo: Technische Hochschule Ostwestfalen Lippe, 2008.'
  chicago-de: 'Schmelter, Andreas. 2008. <i>Entwicklung eines prototypischen Security
    Gateways auf Basis einer FPGA Entwicklungsplattform unter Nutzung des Embedded-Betriebssystems
    µC-Linux</i>. Lemgo: Technische Hochschule Ostwestfalen Lippe.'
  din1505-2-1: '<span style="font-variant:small-caps;">Schmelter, Andreas</span>:
    <i>Entwicklung eines prototypischen Security Gateways auf Basis einer FPGA Entwicklungsplattform
    unter Nutzung des Embedded-Betriebssystems µC-Linux</i>. Lemgo : Technische Hochschule
    Ostwestfalen Lippe, 2008'
  havard: A. Schmelter, Entwicklung eines prototypischen Security Gateways auf Basis
    einer FPGA Entwicklungsplattform unter Nutzung des Embedded-Betriebssystems µC-Linux,
    Technische Hochschule Ostwestfalen Lippe, Lemgo, 2008.
  ieee: 'A. Schmelter, <i>Entwicklung eines prototypischen Security Gateways auf Basis
    einer FPGA Entwicklungsplattform unter Nutzung des Embedded-Betriebssystems µC-Linux</i>.
    Lemgo: Technische Hochschule Ostwestfalen Lippe, 2008.'
  mla: Schmelter, Andreas. <i>Entwicklung Eines Prototypischen Security Gateways Auf
    Basis Einer FPGA Entwicklungsplattform Unter Nutzung Des Embedded-Betriebssystems
    ΜC-Linux</i>. Technische Hochschule Ostwestfalen Lippe, 2008.
  short: A. Schmelter, Entwicklung Eines Prototypischen Security Gateways Auf Basis
    Einer FPGA Entwicklungsplattform Unter Nutzung Des Embedded-Betriebssystems ΜC-Linux,
    Technische Hochschule Ostwestfalen Lippe, Lemgo, 2008.
  ufg: '<b>Schmelter, Andreas (2008)</b>: Entwicklung eines prototypischen Security
    Gateways auf Basis einer FPGA Entwicklungsplattform unter Nutzung des Embedded-Betriebssystems
    µC-Linux, Lemgo.'
  van: 'Schmelter A. Entwicklung eines prototypischen Security Gateways auf Basis
    einer FPGA Entwicklungsplattform unter Nutzung des Embedded-Betriebssystems µC-Linux.
    Lemgo: Technische Hochschule Ostwestfalen Lippe; 2008.'
date_created: 2022-05-18T11:03:04Z
date_updated: 2023-03-15T13:50:14Z
defense_date: 2008-10-10
department:
- _id: DEP5000
- _id: DEP5023
- _id: DEP5025
extern: '1'
language:
- iso: eng
place: Lemgo
publisher: Technische Hochschule Ostwestfalen Lippe
status: public
supervisor:
- first_name: Stefan
  full_name: Heiss, Stefan
  id: '1031'
  last_name: Heiss
title: Entwicklung eines prototypischen Security Gateways auf Basis einer FPGA Entwicklungsplattform
  unter Nutzung des Embedded-Betriebssystems µC-Linux
type: diploma_thesis
user_id: '15514'
year: 2008
...