[{"corporate_editor":["Karlsruher Institut für Technologie. Institut für Industrielle Informationstechnik ","Fraunhofer-Institut für Optronik, Systemtechnik und Bildauswertung "],"editor":[{"last_name":"Längle","first_name":"Thomas","full_name":"Längle, Thomas"},{"full_name":"Heizmann, Michael","last_name":"Heizmann","first_name":"Michael"}],"date_updated":"2025-05-12T07:33:48Z","publication":"Forum Bildverarbeitung 2024 = Image Pocessing Forum 2024","publication_identifier":{"isbn":["978-3-7315-1386-5"]},"date_created":"2025-05-08T14:01:20Z","keyword":["industrial quality assurance","deep learning architectures","object localisation","Thermal images"],"language":[{"iso":"eng"}],"citation":{"chicago":"Senke, Hanna, Dennis Sprute, Ulrich Büker, and Holger Flatt. Deep Learning-Based Localisation of Combine Harvester Components in Thermal Images. Edited by Thomas Längle, Michael Heizmann, Karlsruher Institut für Technologie. Institut für Industrielle Informationstechnik , and Fraunhofer-Institut für Optronik, Systemtechnik und Bildauswertung . Forum Bildverarbeitung 2024 = Image Pocessing Forum 2024. Karlsruhe: KIT Scientific Publishing, 2024. https://doi.org/10.58895/ksp/1000174496-7.","apa":"Senke, H., Sprute, D., Büker, U., & Flatt, H. (2024). Deep learning-based localisation of combine harvester components in thermal images. In T. Längle, M. Heizmann, Karlsruher Institut für Technologie. Institut für Industrielle Informationstechnik , & Fraunhofer-Institut für Optronik, Systemtechnik und Bildauswertung (Eds.), Forum Bildverarbeitung 2024 = Image Pocessing Forum 2024 (pp. 71–82). KIT Scientific Publishing. https://doi.org/10.58895/ksp/1000174496-7","mla":"Senke, Hanna, et al. “Deep Learning-Based Localisation of Combine Harvester Components in Thermal Images.” Forum Bildverarbeitung 2024 = Image Pocessing Forum 2024, edited by Thomas Längle et al., KIT Scientific Publishing, 2024, pp. 71–82, https://doi.org/10.58895/ksp/1000174496-7.","havard":"H. Senke, D. Sprute, U. Büker, H. Flatt, Deep learning-based localisation of combine harvester components in thermal images, KIT Scientific Publishing, Karlsruhe, 2024.","bjps":"Senke H et al. (2024) Deep Learning-Based Localisation of Combine Harvester Components in Thermal Images, Längle T et al. (eds). Karlsruhe: KIT Scientific Publishing.","ufg":"Senke, Hanna u. a.: Deep learning-based localisation of combine harvester components in thermal images, hg. von Längle, Thomas u. a., Karlsruhe 2024.","van":"Senke H, Sprute D, Büker U, Flatt H. Deep learning-based localisation of combine harvester components in thermal images. Längle T, Heizmann M, Karlsruher Institut für Technologie. Institut für Industrielle Informationstechnik , Fraunhofer-Institut für Optronik, Systemtechnik und Bildauswertung , editors. Forum Bildverarbeitung 2024 = Image Pocessing Forum 2024. Karlsruhe: KIT Scientific Publishing; 2024.","din1505-2-1":"Senke, Hanna ; Sprute, Dennis ; Büker, Ulrich ; Flatt, Holger ; Längle, T. ; Heizmann, M. ; Karlsruher Institut für Technologie. Institut für Industrielle Informationstechnik ; Fraunhofer-Institut für Optronik, Systemtechnik und Bildauswertung (Hrsg.): Deep learning-based localisation of combine harvester components in thermal images. Karlsruhe : KIT Scientific Publishing, 2024","chicago-de":"Senke, Hanna, Dennis Sprute, Ulrich Büker und Holger Flatt. 2024. Deep learning-based localisation of combine harvester components in thermal images. Hg. von Thomas Längle, Michael Heizmann, Karlsruher Institut für Technologie. Institut für Industrielle Informationstechnik , und Fraunhofer-Institut für Optronik, Systemtechnik und Bildauswertung . Forum Bildverarbeitung 2024 = Image Pocessing Forum 2024. Karlsruhe: KIT Scientific Publishing. doi:10.58895/ksp/1000174496-7, .","short":"H. Senke, D. Sprute, U. Büker, H. Flatt, Deep Learning-Based Localisation of Combine Harvester Components in Thermal Images, KIT Scientific Publishing, Karlsruhe, 2024.","ieee":"H. Senke, D. Sprute, U. Büker, and H. Flatt, Deep learning-based localisation of combine harvester components in thermal images. Karlsruhe: KIT Scientific Publishing, 2024, pp. 71–82. doi: 10.58895/ksp/1000174496-7.","ama":"Senke H, Sprute D, Büker U, Flatt H. Deep Learning-Based Localisation of Combine Harvester Components in Thermal Images. (Längle T, Heizmann M, Karlsruher Institut für Technologie. Institut für Industrielle Informationstechnik , Fraunhofer-Institut für Optronik, Systemtechnik und Bildauswertung , eds.). KIT Scientific Publishing; 2024:71-82. doi:10.58895/ksp/1000174496-7"},"title":"Deep learning-based localisation of combine harvester components in thermal images","status":"public","page":"71-82","author":[{"id":"79810","last_name":"Senke","first_name":"Hanna","full_name":"Senke, Hanna"},{"last_name":"Sprute","first_name":"Dennis","full_name":"Sprute, Dennis"},{"last_name":"Büker","id":"81453","full_name":"Büker, Ulrich","first_name":"Ulrich","orcid":"0000-0002-4403-3889"},{"first_name":"Holger","full_name":"Flatt, Holger","last_name":"Flatt","id":"58494"}],"year":"2024","user_id":"83781","type":"conference_editor_article","_id":"12904","doi":"10.58895/ksp/1000174496-7","place":"Karlsruhe","publication_status":"published","publisher":"KIT Scientific Publishing","quality_controlled":"1","abstract":[{"lang":"eng","text":"It is crucial to identify defective machine components in production to ensure quality. Some components generate heat when defective, so automating the inspection process with a thermal imaging camera can provide qualitative measurements. This work aims to use computer vision methods to locate these components in thermal images. Since there is currently no comparison of object detection and semantic segmentation algorithms for this use case, this study compares different architectures with the goal of localising these components for further defect inspection. Moreover, as there are currently no datasets for this use case, this study contributes a novel annotated dataset of thermal images of combine harvester components. The different algorithms are evaluated based on the quality of their predictions and their suitability for further defect inspection. As semantic segmentation and object detection cannot be directly compared with each other, custom weighted metrics are used. The architectures evaluated include RetinaNet, YOLOV8 Detector, DeepLabV3+, and SegFormer. Based on the experimental results, semantic segmentation outperforms object detection regarding the use case, and the SegFormer architecture achieves the best results with a weighted MeanIOU of 0.853. "}],"conference":{"location":"Karlsruhe","name":"Forum Bildverarbeitung 2024","end_date":"2024-11-22","start_date":"2024-11-21"},"department":[{"_id":"DEP5023"}]},{"citation":{"havard":"A.N. Shrotri, D. Schneider, H. Flatt, O. Stübbe, Visible Light in der Produktion (Abschlussbericht), Deutsche Forschungsgesellschaft für Automatisierung und Mikroelektronik e.V. (DFAM), Frankfurt, 2022.","bjps":"Shrotri AN et al. (2022) Visible Light in der Produktion (Abschlussbericht). Frankfurt: Deutsche Forschungsgesellschaft für Automatisierung und Mikroelektronik e.V. (DFAM).","mla":"Shrotri, Abhijeet Narendra, et al. Visible Light in der Produktion (Abschlussbericht). Deutsche Forschungsgesellschaft für Automatisierung und Mikroelektronik e.V. (DFAM), 2022.","ufg":"Shrotri, Abhijeet Narendra u. a.: Visible Light in der Produktion (Abschlussbericht), Frankfurt 2022.","ama":"Shrotri AN, Schneider D, Flatt H, Stübbe O. Visible Light in der Produktion (Abschlussbericht). Deutsche Forschungsgesellschaft für Automatisierung und Mikroelektronik e.V. (DFAM); 2022.","van":"Shrotri AN, Schneider D, Flatt H, Stübbe O. Visible Light in der Produktion (Abschlussbericht). Frankfurt: Deutsche Forschungsgesellschaft für Automatisierung und Mikroelektronik e.V. (DFAM); 2022.","chicago":"Shrotri, Abhijeet Narendra, Daniel Schneider, Holger Flatt, and Oliver Stübbe. Visible Light in der Produktion (Abschlussbericht). Frankfurt: Deutsche Forschungsgesellschaft für Automatisierung und Mikroelektronik e.V. (DFAM), 2022.","ieee":"A. N. Shrotri, D. Schneider, H. Flatt, and O. Stübbe, Visible Light in der Produktion (Abschlussbericht). Frankfurt: Deutsche Forschungsgesellschaft für Automatisierung und Mikroelektronik e.V. (DFAM), 2022.","apa":"Shrotri, A. N., Schneider, D., Flatt, H., & Stübbe, O. (2022). Visible Light in der Produktion (Abschlussbericht). Deutsche Forschungsgesellschaft für Automatisierung und Mikroelektronik e.V. (DFAM).","chicago-de":"Shrotri, Abhijeet Narendra, Daniel Schneider, Holger Flatt und Oliver Stübbe. 2022. Visible Light in der Produktion (Abschlussbericht). Frankfurt: Deutsche Forschungsgesellschaft für Automatisierung und Mikroelektronik e.V. (DFAM).","din1505-2-1":"Shrotri, Abhijeet Narendra ; Schneider, Daniel ; Flatt, Holger ; Stübbe, Oliver: Visible Light in der Produktion (Abschlussbericht). Frankfurt : Deutsche Forschungsgesellschaft für Automatisierung und Mikroelektronik e.V. (DFAM), 2022","short":"A.N. Shrotri, D. Schneider, H. Flatt, O. Stübbe, Visible Light in der Produktion (Abschlussbericht), Deutsche Forschungsgesellschaft für Automatisierung und Mikroelektronik e.V. (DFAM), Frankfurt, 2022."},"publication_status":"published","title":"Visible Light in der Produktion (Abschlussbericht)","publisher":"Deutsche Forschungsgesellschaft für Automatisierung und Mikroelektronik e.V. (DFAM)","status":"public","author":[{"id":"74090","full_name":"Shrotri, Abhijeet Narendra","first_name":"Abhijeet Narendra","last_name":"Shrotri","orcid":"0000-0003-2116-156X"},{"last_name":"Schneider","first_name":"Daniel","full_name":"Schneider, Daniel","id":"82849"},{"first_name":"Holger","id":"58494","last_name":"Flatt","full_name":"Flatt, Holger"},{"orcid":"https://orcid.org/0000-0001-7293-6893","last_name":"Stübbe","first_name":"Oliver","id":"51864","full_name":"Stübbe, Oliver"}],"year":"2022","main_file_link":[{"open_access":"1","url":"https://www.dfam.de/fileadmin/user_upload/Inhalt/Abschlussberichte/DFAM_39_KF.pdf"}],"department":[{"_id":"DEP5020"},{"_id":"DEP6020"},{"_id":"DEP5000"}],"user_id":"83781","date_updated":"2024-05-21T11:57:19Z","report_number":"39","type":"report_science","date_created":"2022-04-19T11:22:21Z","_id":"7681","place":"Frankfurt","language":[{"iso":"ger"}],"oa":"1"},{"type":"scientific_journal_article","user_id":"51864","intvolume":" 29","place":"Washington, DC","_id":"7671","doi":"10.1364/oe.421757","publication_status":"published","department":[{"_id":"DEP5020"},{"_id":"DEP5000"},{"_id":"DEP6020"}],"issue":"11","abstract":[{"lang":"eng","text":"Visible-light communication is a promising technology for industrial environments. However, a variety of physical effects may influence the communication quality in this potentially harsh environment: Dust and other particles lead to increased attenuation. Artificial light sources and industrial processes, such as grinding and welding, cause optical cross-talk. A multitude of reflective surfaces can lead to fading due to multi-path propagation. These three aspects are experimentally investigated in exemplary manufacturing processes at five different production sites in order to estimate the relative importance and their specific impact on VLC transmission in industrial areas. Spectral measurements demonstrate the presence of interfering light sources, which occupy broad parts of the visible spectrum. They give rise to flickering noise, which comprises a set of frequencies in the electrical domain. The impact of these effects on the communication is analysed with reference to the maximum achievable channel capacity and data rate approximation based on on-off keying is deduced. It is found that cross-talk by environmental and artificial light sources is one of the strongest effects, which influences the optical, but also the electrical spectrum. It is also observed that industrial areas differ strongly and must be categorised according to the manufacturing processes, which can induce quite a variation of dust and attenuation accordingly."}],"publisher":"Optical Society of America","publication":"Optics express : the international electronic journal of optics / Optica","publication_identifier":{"issn":["1094-4087 "]},"date_created":"2022-04-19T10:21:43Z","date_updated":"2024-04-19T12:00:29Z","oa":"1","language":[{"iso":"eng"}],"title":"Impact of industrial environments on visible light communication","volume":29,"citation":{"short":"D. Schneider, A.N. Shrotri, H. Flatt, O. Stübbe, A. Wolff, R. Lachmayer, C.-A. Bunge, Optics Express : The International Electronic Journal of Optics / Optica 29 (2021) 16087–16104.","chicago-de":"Schneider, Daniel, Abhijeet Narendra Shrotri, Holger Flatt, Oliver Stübbe, Alexander Wolff, Roland Lachmayer und Christian-Alexander Bunge. 2021. Impact of industrial environments on visible light communication. Optics express : the international electronic journal of optics / Optica 29, Nr. 11: 16087–16104. doi:10.1364/oe.421757, .","din1505-2-1":"Schneider, Daniel ; Shrotri, Abhijeet Narendra ; Flatt, Holger ; Stübbe, Oliver ; Wolff, Alexander ; Lachmayer, Roland ; Bunge, Christian-Alexander: Impact of industrial environments on visible light communication. In: Optics express : the international electronic journal of optics / Optica Bd. 29. Washington, DC, Optical Society of America (2021), Nr. 11, S. 16087–16104","van":"Schneider D, Shrotri AN, Flatt H, Stübbe O, Wolff A, Lachmayer R, et al. Impact of industrial environments on visible light communication. Optics express : the international electronic journal of optics / Optica. 2021;29(11):16087–104.","ufg":"Schneider, Daniel u. a.: Impact of industrial environments on visible light communication, in: Optics express : the international electronic journal of optics / Optica 29 (2021), H. 11, S. 16087–16104.","bjps":"Schneider D et al. (2021) Impact of Industrial Environments on Visible Light Communication. Optics express : the international electronic journal of optics / Optica 29, 16087–16104.","mla":"Schneider, Daniel, et al. “Impact of Industrial Environments on Visible Light Communication.” Optics Express : The International Electronic Journal of Optics / Optica, vol. 29, no. 11, 2021, pp. 16087–104, https://doi.org/10.1364/oe.421757.","havard":"D. Schneider, A.N. Shrotri, H. Flatt, O. Stübbe, A. Wolff, R. Lachmayer, C.-A. Bunge, Impact of industrial environments on visible light communication, Optics Express : The International Electronic Journal of Optics / Optica. 29 (2021) 16087–16104.","apa":"Schneider, D., Shrotri, A. N., Flatt, H., Stübbe, O., Wolff, A., Lachmayer, R., & Bunge, C.-A. (2021). Impact of industrial environments on visible light communication. Optics Express : The International Electronic Journal of Optics / Optica, 29(11), 16087–16104. https://doi.org/10.1364/oe.421757","chicago":"Schneider, Daniel, Abhijeet Narendra Shrotri, Holger Flatt, Oliver Stübbe, Alexander Wolff, Roland Lachmayer, and Christian-Alexander Bunge. “Impact of Industrial Environments on Visible Light Communication.” Optics Express : The International Electronic Journal of Optics / Optica 29, no. 11 (2021): 16087–104. https://doi.org/10.1364/oe.421757.","ama":"Schneider D, Shrotri AN, Flatt H, et al. Impact of industrial environments on visible light communication. Optics express : the international electronic journal of optics / Optica. 2021;29(11):16087-16104. doi:10.1364/oe.421757","ieee":"D. Schneider et al., “Impact of industrial environments on visible light communication,” Optics express : the international electronic journal of optics / Optica, vol. 29, no. 11, pp. 16087–16104, 2021, doi: 10.1364/oe.421757."},"main_file_link":[{"url":"https://opg.optica.org/oe/fulltext.cfm?uri=oe-29-11-16087&id=450941","open_access":"1"}],"author":[{"full_name":"Schneider, Daniel","id":"82849","first_name":"Daniel","last_name":"Schneider"},{"orcid":"0000-0003-2116-156X","full_name":"Shrotri, Abhijeet Narendra","last_name":"Shrotri","first_name":"Abhijeet Narendra","id":"74090"},{"last_name":"Flatt","first_name":"Holger","full_name":"Flatt, Holger","id":"58494"},{"first_name":"Oliver","last_name":"Stübbe","id":"51864","full_name":"Stübbe, Oliver","orcid":"https://orcid.org/0000-0001-7293-6893"},{"full_name":"Wolff, Alexander","id":"83362","first_name":"Alexander","last_name":"Wolff"},{"first_name":"Roland","full_name":"Lachmayer, Roland","last_name":"Lachmayer"},{"first_name":"Christian-Alexander","full_name":"Bunge, Christian-Alexander","last_name":"Bunge"}],"year":"2021","status":"public","page":"16087-16104"},{"publication_identifier":{"isbn":["978-1-5106-4384-0"],"eissn":["1996-756X"],"issn":["0277-786X"],"eisbn":["978-1-5106-4385-7 "]},"publication":"Integrated Optics: Design, Devices, Systems and Applications VI","date_created":"2022-04-19T10:23:26Z","editor":[{"first_name":"Pavel","full_name":"Cheben, Pavel","last_name":"Cheben"},{"last_name":"Čtyroký","first_name":"Jiří","full_name":"Čtyroký, Jiří"},{"last_name":"Molina-Fernández","first_name":"Iñigo","full_name":"Molina-Fernández, Iñigo"}],"date_updated":"2024-04-19T12:53:36Z","keyword":["Optical Wireless Communication","Visible Light Communication","VLC","Li-Fi","Illumination","Dual-purpose drivers"],"language":[{"iso":"eng"}],"title":"Efficient visible light communication drivers using illumination LEDs in industrial environments","citation":{"short":"D. Schneider, A.N. Shrotri, H. Flatt, O. Stübbe, R. Lachmayer, in: P. Cheben, J. Čtyroký, I. Molina-Fernández (Eds.), Integrated Optics: Design, Devices, Systems and Applications VI, SPIE, Bellingham, Washington, USA, 2021.","chicago-de":"Schneider, Daniel, Abhijeet Narendra Shrotri, Holger Flatt, Oliver Stübbe und Roland Lachmayer. 2021. Efficient visible light communication drivers using illumination LEDs in industrial environments. In: Integrated Optics: Design, Devices, Systems and Applications VI, hg. von Pavel Cheben, Jiří Čtyroký, und Iñigo Molina-Fernández, 11775:. Proceedings of SPIE. Bellingham, Washington, USA: SPIE. doi:10.1117/12.2588923, .","din1505-2-1":"Schneider, Daniel ; Shrotri, Abhijeet Narendra ; Flatt, Holger ; Stübbe, Oliver ; Lachmayer, Roland: Efficient visible light communication drivers using illumination LEDs in industrial environments. In: Cheben, P. ; Čtyroký, J. ; Molina-Fernández, I. (Hrsg.): Integrated Optics: Design, Devices, Systems and Applications VI, Proceedings of SPIE. Bd. 11775. Bellingham, Washington, USA : SPIE, 2021","van":"Schneider D, Shrotri AN, Flatt H, Stübbe O, Lachmayer R. Efficient visible light communication drivers using illumination LEDs in industrial environments. In: Cheben P, Čtyroký J, Molina-Fernández I, editors. Integrated Optics: Design, Devices, Systems and Applications VI. Bellingham, Washington, USA: SPIE; 2021. (Proceedings of SPIE; vol. 11775).","bjps":"Schneider D et al. (2021) Efficient Visible Light Communication Drivers Using Illumination LEDs in Industrial Environments. In Cheben P, Čtyroký J and Molina-Fernández I (eds), Integrated Optics: Design, Devices, Systems and Applications VI, vol. 11775. Bellingham, Washington, USA: SPIE.","havard":"D. Schneider, A.N. Shrotri, H. Flatt, O. Stübbe, R. Lachmayer, Efficient visible light communication drivers using illumination LEDs in industrial environments, in: P. Cheben, J. Čtyroký, I. Molina-Fernández (Eds.), Integrated Optics: Design, Devices, Systems and Applications VI, SPIE, Bellingham, Washington, USA, 2021.","mla":"Schneider, Daniel, et al. “Efficient Visible Light Communication Drivers Using Illumination LEDs in Industrial Environments.” Integrated Optics: Design, Devices, Systems and Applications VI, edited by Pavel Cheben et al., vol. 11775, SPIE, 2021, https://doi.org/10.1117/12.2588923.","ufg":"Schneider, Daniel u. a.: Efficient visible light communication drivers using illumination LEDs in industrial environments, in: Cheben, Pavel/Čtyroký, Jiří/Molina-Fernández, Iñigo (Hgg.): Integrated Optics: Design, Devices, Systems and Applications VI, Bd. 11775, Bellingham, Washington, USA 2021 (Proceedings of SPIE).","apa":"Schneider, D., Shrotri, A. N., Flatt, H., Stübbe, O., & Lachmayer, R. (2021). Efficient visible light communication drivers using illumination LEDs in industrial environments. In P. Cheben, J. Čtyroký, & I. Molina-Fernández (Eds.), Integrated Optics: Design, Devices, Systems and Applications VI (Vol. 11775). SPIE. https://doi.org/10.1117/12.2588923","chicago":"Schneider, Daniel, Abhijeet Narendra Shrotri, Holger Flatt, Oliver Stübbe, and Roland Lachmayer. “Efficient Visible Light Communication Drivers Using Illumination LEDs in Industrial Environments.” In Integrated Optics: Design, Devices, Systems and Applications VI, edited by Pavel Cheben, Jiří Čtyroký, and Iñigo Molina-Fernández, Vol. 11775. Proceedings of SPIE. Bellingham, Washington, USA: SPIE, 2021. https://doi.org/10.1117/12.2588923.","ama":"Schneider D, Shrotri AN, Flatt H, Stübbe O, Lachmayer R. Efficient visible light communication drivers using illumination LEDs in industrial environments. In: Cheben P, Čtyroký J, Molina-Fernández I, eds. Integrated Optics: Design, Devices, Systems and Applications VI. Vol 11775. Proceedings of SPIE. SPIE; 2021. doi:10.1117/12.2588923","ieee":"D. Schneider, A. N. Shrotri, H. Flatt, O. Stübbe, and R. Lachmayer, “Efficient visible light communication drivers using illumination LEDs in industrial environments,” in Integrated Optics: Design, Devices, Systems and Applications VI, Online (Prag), 2021, vol. 11775. doi: 10.1117/12.2588923."},"volume":11775,"author":[{"id":"82849","last_name":"Schneider","full_name":"Schneider, Daniel","first_name":"Daniel"},{"orcid":"0000-0003-2116-156X","first_name":"Abhijeet Narendra","last_name":"Shrotri","id":"74090","full_name":"Shrotri, Abhijeet Narendra"},{"full_name":"Flatt, Holger","first_name":"Holger","id":"58494","last_name":"Flatt"},{"last_name":"Stübbe","first_name":"Oliver","id":"51864","full_name":"Stübbe, Oliver","orcid":"https://orcid.org/0000-0001-7293-6893"},{"full_name":"Lachmayer, Roland","last_name":"Lachmayer","first_name":"Roland"}],"year":"2021","status":"public","type":"conference","intvolume":" 11775","user_id":"51864","_id":"7672","doi":"10.1117/12.2588923","place":"Bellingham, Washington, USA","series_title":"Proceedings of SPIE","publication_status":"published","abstract":[{"text":"Visible light communication (VLC) allows the dual use of lighting and wireless communication systems by\r\nmodulation of illumination devices. However, to increase the performance, typically, beam-forming measures are\r\ntaken creating pencil beams, thus contradicting the illumination purpose. In order to optimize the performance\r\ntrade o\u000b between e\u000ecient illumination and communication, the switching capabilities of illumination LEDs are\r\nexamined. Illumination LEDs with standard drivers and without beam-forming show limited applicability for\r\ncommunication purposes as they are not optimized for the necessary switching capability (f \u0019 11 MHz) and\r\ncoherence. Methods to enhance the electrical current by pre-equalisation, biasing, carrier sweeping and current\r\nshaping are examined in respect to the illumination LED's communication performance. A novel driver scheme\r\nis derived which achieves considerably higher switching frequencies (f \u0015 100 MHz) without employing beamforming\r\nat the illumination LED. This driver is able to obtain a data rate of up to 200 Mbit/s at a distance of\r\n3.2 m, using on-o\u000b keying (OOK) modulation technique. Therefore, it is feasible to apply the LED driver by\r\nimplementing standardised illumination devices in VLC systems.","lang":"eng"}],"conference":{"start_date":"2021-04-19","end_date":"2021-04-23","name":"Integrated Optics: Design, Devices, Systems and Applications ; SPIE Optics + Optoelectronics Digital Forum ","location":"Online (Prag)"},"department":[{"_id":"DEP5020"},{"_id":"DEP6020"},{"_id":"DEP5000"}],"publisher":"SPIE"},{"publisher":"VDI Verlag","department":[{"_id":"DEP5020"},{"_id":"DEP5019"},{"_id":"DEP5000"},{"_id":"DEP6020"}],"conference":{"start_date":"2018-07-03","end_date":"2018-07-04","location":"Baden-Baden","name":"19. Leitkongress der Mess- und Automatisierungstechnik Seamless Convergence of Automation & IT"},"publication_status":"published","series_title":"VDI-Berichte","doi":"10.51202/9783181023303-273","_id":"11195","place":"Düsseldorf","intvolume":" 2330","user_id":"51864","type":"conference_editor_article","page":"273-284","status":"public","author":[{"id":"82849","last_name":"Schneider","first_name":"Daniel","full_name":"Schneider, Daniel"},{"first_name":"Harry","last_name":"Fast","id":"51413","full_name":"Fast, Harry"},{"id":"58494","last_name":"Flatt","full_name":"Flatt, Holger","first_name":"Holger"},{"id":"1899","first_name":"Jürgen","full_name":"Jasperneite, Jürgen","last_name":"Jasperneite"},{"first_name":"Oliver","last_name":"Stübbe","full_name":"Stübbe, Oliver","id":"51864","orcid":"https://orcid.org/0000-0001-7293-6893"},{"full_name":"Heidl, René","first_name":"René","last_name":"Heidl"}],"year":"2018","volume":2330,"citation":{"ama":"Schneider D, Fast H, Flatt H, Jasperneite J, Stübbe O, Heidl R. Einsatzfähigkeit von optischer Freiraumkommunikation in industriellen Produktionsumgebungen. Vol 2330. VDI Verlag; 2018:273-284. doi:10.51202/9783181023303-273","ieee":"D. Schneider, H. Fast, H. Flatt, J. Jasperneite, O. Stübbe, and R. Heidl, Einsatzfähigkeit von optischer Freiraumkommunikation in industriellen Produktionsumgebungen, vol. 2330. Düsseldorf: VDI Verlag, 2018, pp. 273–284. doi: 10.51202/9783181023303-273.","van":"Schneider D, Fast H, Flatt H, Jasperneite J, Stübbe O, Heidl R. Einsatzfähigkeit von optischer Freiraumkommunikation in industriellen Produktionsumgebungen. Automation 2018 : 19. Leitkongress der Mess- und Automatisierungstechnik : Baden-Baden, 03. und 04. Juli 2018. Düsseldorf: VDI Verlag; 2018. (VDI-Berichte; vol. 2330).","havard":"D. Schneider, H. Fast, H. Flatt, J. Jasperneite, O. Stübbe, R. Heidl, Einsatzfähigkeit von optischer Freiraumkommunikation in industriellen Produktionsumgebungen, VDI Verlag, Düsseldorf, 2018.","bjps":"Schneider D et al. (2018) Einsatzfähigkeit von optischer Freiraumkommunikation in industriellen Produktionsumgebungen. Düsseldorf: VDI Verlag.","mla":"Schneider, Daniel, et al. “Einsatzfähigkeit von optischer Freiraumkommunikation in industriellen Produktionsumgebungen.” Automation 2018 : 19. Leitkongress der Mess- und Automatisierungstechnik : Baden-Baden, 03. und 04. Juli 2018, vol. 2330, VDI Verlag, 2018, pp. 273–84, https://doi.org/10.51202/9783181023303-273.","ufg":"Schneider, Daniel u. a.: Einsatzfähigkeit von optischer Freiraumkommunikation in industriellen Produktionsumgebungen, Bd. 2330, Düsseldorf 2018 (VDI-Berichte).","apa":"Schneider, D., Fast, H., Flatt, H., Jasperneite, J., Stübbe, O., & Heidl, R. (2018). Einsatzfähigkeit von optischer Freiraumkommunikation in industriellen Produktionsumgebungen. In Automation 2018 : 19. Leitkongress der Mess- und Automatisierungstechnik : Baden-Baden, 03. und 04. Juli 2018 (Vol. 2330, pp. 273–284). VDI Verlag. https://doi.org/10.51202/9783181023303-273","chicago":"Schneider, Daniel, Harry Fast, Holger Flatt, Jürgen Jasperneite, Oliver Stübbe, and René Heidl. Einsatzfähigkeit von optischer Freiraumkommunikation in industriellen Produktionsumgebungen. Automation 2018 : 19. Leitkongress der Mess- und Automatisierungstechnik : Baden-Baden, 03. und 04. Juli 2018. Vol. 2330. VDI-Berichte. Düsseldorf: VDI Verlag, 2018. https://doi.org/10.51202/9783181023303-273.","short":"D. Schneider, H. Fast, H. Flatt, J. Jasperneite, O. Stübbe, R. Heidl, Einsatzfähigkeit von optischer Freiraumkommunikation in industriellen Produktionsumgebungen, VDI Verlag, Düsseldorf, 2018.","din1505-2-1":"Schneider, Daniel ; Fast, Harry ; Flatt, Holger ; Jasperneite, Jürgen ; Stübbe, Oliver ; Heidl, René: Einsatzfähigkeit von optischer Freiraumkommunikation in industriellen Produktionsumgebungen, VDI-Berichte. Bd. 2330. Düsseldorf : VDI Verlag, 2018","chicago-de":"Schneider, Daniel, Harry Fast, Holger Flatt, Jürgen Jasperneite, Oliver Stübbe und René Heidl. 2018. Einsatzfähigkeit von optischer Freiraumkommunikation in industriellen Produktionsumgebungen. Automation 2018 : 19. Leitkongress der Mess- und Automatisierungstechnik : Baden-Baden, 03. und 04. Juli 2018. Bd. 2330. VDI-Berichte. Düsseldorf: VDI Verlag. doi:10.51202/9783181023303-273, ."},"title":"Einsatzfähigkeit von optischer Freiraumkommunikation in industriellen Produktionsumgebungen","language":[{"iso":"ger"}],"date_updated":"2024-04-19T12:55:09Z","date_created":"2024-03-07T13:43:15Z","publication":"Automation 2018 : 19. Leitkongress der Mess- und Automatisierungstechnik : Baden-Baden, 03. und 04. Juli 2018","publication_identifier":{"issn":[" 0083-5560"],"isbn":["978-3-18-092330-7"]}},{"place":"Berlin, Heidelberg","language":[{"iso":"eng"}],"_id":"4834","user_id":"45673","date_updated":"2023-03-15T13:49:56Z","editor":[{"orcid":"https://orcid.org/0000-0002-3325-7887","full_name":"Lohweg, Volker","last_name":"Lohweg","id":"1804","first_name":"Volker"},{"id":"1899","full_name":"Jasperneite, Jürgen","first_name":"Jürgen","last_name":"Jasperneite"}],"publication":"Kommunikation und Bildverarbeitung in der Automation. Technologien für die intelligente Automation ","type":"book_chapter","date_created":"2021-02-02T12:24:31Z","status":"public","publisher":"Springer Vieweg","year":2018,"author":[{"last_name":"Lessmann","first_name":"Gunnar","full_name":"Lessmann, Gunnar"},{"last_name":"Schneider","full_name":"Schneider, Daniel","first_name":"Daniel"},{"last_name":"Flatt","full_name":"Flatt, Holger","first_name":"Holger","id":"58494"},{"first_name":"Sebastian","last_name":"Schriegel","full_name":"Schriegel, Sebastian"},{"last_name":"Jasperneite","first_name":"Jürgen","full_name":"Jasperneite, Jürgen","id":"1899"}],"department":[{"_id":"DEP5023"},{"_id":"DEP5019"}],"citation":{"van":"Lessmann G, Schneider D, Flatt H, Schriegel S, Jasperneite J. Modellbasierter Entwurfsassistent zur Auslegung Spezifischer Architektur- und Konfigurationseigenschaften von Kommunikationsnetzen mit Echtzeitanforderungen. In: Lohweg V, Jasperneite J, editors. Kommunikation und Bildverarbeitung in der Automation Technologien für die intelligente Automation . Berlin, Heidelberg: Springer Vieweg; 2018. (Technologies for Intelligent Automation).","ufg":"Lessmann, Gunnar et. al. (2018): Modellbasierter Entwurfsassistent zur Auslegung Spezifischer Architektur- und Konfigurationseigenschaften von Kommunikationsnetzen mit Echtzeitanforderungen, in: Volker Lohweg/Jürgen Jasperneite (Hgg.): Kommunikation und Bildverarbeitung in der Automation. Technologien für die intelligente Automation (=Technologies for Intelligent Automation), Berlin, Heidelberg.","bjps":"Lessmann G et al. (2018) Modellbasierter Entwurfsassistent Zur Auslegung Spezifischer Architektur- Und Konfigurationseigenschaften von Kommunikationsnetzen Mit Echtzeitanforderungen. In Lohweg V and Jasperneite J (eds), Kommunikation Und Bildverarbeitung in Der Automation. Technologien Für Die Intelligente Automation . Berlin, Heidelberg: Springer Vieweg.","mla":"Lessmann, Gunnar, et al. “Modellbasierter Entwurfsassistent Zur Auslegung Spezifischer Architektur- Und Konfigurationseigenschaften von Kommunikationsnetzen Mit Echtzeitanforderungen.” Kommunikation Und Bildverarbeitung in Der Automation. Technologien Für Die Intelligente Automation , edited by Volker Lohweg and Jürgen Jasperneite, Springer Vieweg, 2018.","havard":"G. Lessmann, D. Schneider, H. Flatt, S. Schriegel, J. Jasperneite, Modellbasierter Entwurfsassistent zur Auslegung Spezifischer Architektur- und Konfigurationseigenschaften von Kommunikationsnetzen mit Echtzeitanforderungen, in: V. Lohweg, J. Jasperneite (Eds.), Kommunikation Und Bildverarbeitung in Der Automation. Technologien Für Die Intelligente Automation , Springer Vieweg, Berlin, Heidelberg, 2018.","apa":"Lessmann, G., Schneider, D., Flatt, H., Schriegel, S., & Jasperneite, J. (2018). Modellbasierter Entwurfsassistent zur Auslegung Spezifischer Architektur- und Konfigurationseigenschaften von Kommunikationsnetzen mit Echtzeitanforderungen. In V. Lohweg & J. Jasperneite (Eds.), Kommunikation und Bildverarbeitung in der Automation. Technologien für die intelligente Automation . Berlin, Heidelberg: Springer Vieweg.","chicago":"Lessmann, Gunnar, Daniel Schneider, Holger Flatt, Sebastian Schriegel, and Jürgen Jasperneite. “Modellbasierter Entwurfsassistent Zur Auslegung Spezifischer Architektur- Und Konfigurationseigenschaften von Kommunikationsnetzen Mit Echtzeitanforderungen.” In Kommunikation Und Bildverarbeitung in Der Automation. Technologien Für Die Intelligente Automation , edited by Volker Lohweg and Jürgen Jasperneite. Technologies for Intelligent Automation. Berlin, Heidelberg: Springer Vieweg, 2018.","short":"G. Lessmann, D. Schneider, H. Flatt, S. Schriegel, J. Jasperneite, in: V. Lohweg, J. Jasperneite (Eds.), Kommunikation Und Bildverarbeitung in Der Automation. Technologien Für Die Intelligente Automation , Springer Vieweg, Berlin, Heidelberg, 2018.","din1505-2-1":"Lessmann, Gunnar ; Schneider, Daniel ; Flatt, Holger ; Schriegel, Sebastian ; Jasperneite, Jürgen: Modellbasierter Entwurfsassistent zur Auslegung Spezifischer Architektur- und Konfigurationseigenschaften von Kommunikationsnetzen mit Echtzeitanforderungen. In: Lohweg, V. ; Jasperneite, J. (Hrsg.): Kommunikation und Bildverarbeitung in der Automation. Technologien für die intelligente Automation , Technologies for Intelligent Automation. Berlin, Heidelberg : Springer Vieweg, 2018","chicago-de":"Lessmann, Gunnar, Daniel Schneider, Holger Flatt, Sebastian Schriegel und Jürgen Jasperneite. 2018. Modellbasierter Entwurfsassistent zur Auslegung Spezifischer Architektur- und Konfigurationseigenschaften von Kommunikationsnetzen mit Echtzeitanforderungen. In: Kommunikation und Bildverarbeitung in der Automation. Technologien für die intelligente Automation , hg. von Volker Lohweg und Jürgen Jasperneite. Technologies for Intelligent Automation. Berlin, Heidelberg: Springer Vieweg.","ama":"Lessmann G, Schneider D, Flatt H, Schriegel S, Jasperneite J. Modellbasierter Entwurfsassistent zur Auslegung Spezifischer Architektur- und Konfigurationseigenschaften von Kommunikationsnetzen mit Echtzeitanforderungen. In: Lohweg V, Jasperneite J, eds. Kommunikation Und Bildverarbeitung in Der Automation. Technologien Für Die Intelligente Automation . Technologies for Intelligent Automation. Berlin, Heidelberg: Springer Vieweg; 2018.","ieee":"G. Lessmann, D. Schneider, H. Flatt, S. Schriegel, and J. Jasperneite, “Modellbasierter Entwurfsassistent zur Auslegung Spezifischer Architektur- und Konfigurationseigenschaften von Kommunikationsnetzen mit Echtzeitanforderungen,” in Kommunikation und Bildverarbeitung in der Automation. Technologien für die intelligente Automation , V. Lohweg and J. Jasperneite, Eds. Berlin, Heidelberg: Springer Vieweg, 2018."},"series_title":"Technologies for Intelligent Automation","title":"Modellbasierter Entwurfsassistent zur Auslegung Spezifischer Architektur- und Konfigurationseigenschaften von Kommunikationsnetzen mit Echtzeitanforderungen"},{"type":"conference","intvolume":" 10692","user_id":"51864","doi":"https://doi.org/10.1117/12.2312102","_id":"4836","series_title":"Proceedings of SPIE","publication_status":"published","abstract":[{"text":"Today radio based wireless communication technologies offer limited performance, whereas optical wireless com- munication systems (OWC) propose potentially a high performant, scalable communication system conforming to real time conditions. However, current studies imply, that OWCs still lack the necessary performance and robustness level for most wireless applications in industrial production environments. In this approach several types of noises for free-space optical communication systems are empirically analysed in an accredited, exemplary industrial production environment. While the channel noise is usually modelled by the signal to noise ratio it is found that real environments cannot be approximated by the usual static additive white gaussian noise. In this approach the accumulated measurement data represents the spectrum variation of different locations and times relating to different types of noise sources. The implementation in a total channel model allows the optimization of OWC designs like the channel access scheme or the modulation type concerning performance and robustness. Furthermore an additional measurement setup is proposed, capable of measuring and classifying existing noise sources in order to serve the design of OWC systems in industrial production environments.","lang":"eng"}],"department":[{"_id":"DEP5023"},{"_id":"DEP5019"},{"_id":"DEP5020"}],"conference":{"location":"Frankfurt","name":"SPIE Optical Systems design ","end_date":"2018-05-17","start_date":"2018-05-14"},"date_created":"2021-02-02T12:28:38Z","publication":"Optical Fabrication, Testing, and Metrology VI","publication_identifier":{"eissn":["0277-786X"],"isbn":["978-1-5106-1921-0"],"eisbn":["978-1-5106-1922-7"],"issn":["0277-786X "]},"editor":[{"last_name":"Schröder","first_name":"Sven","full_name":"Schröder, Sven"},{"last_name":"Geyl","first_name":"Roland","full_name":"Geyl, Roland"}],"date_updated":"2024-03-21T10:02:55Z","language":[{"iso":"eng"}],"title":"Analysis of industrial production environments and derivation of a novel channel model towards optical wireless communication","volume":10692,"citation":{"ama":"Schneider D, Flatt H, Jasperneite J, Stübbe O. Analysis of industrial production environments and derivation of a novel channel model towards optical wireless communication. In: Schröder S, Geyl R, eds. Optical Fabrication, Testing, and Metrology VI. Vol 10692. Proceedings of SPIE. ; 2018. doi:https://doi.org/10.1117/12.2312102","van":"Schneider D, Flatt H, Jasperneite J, Stübbe O. Analysis of industrial production environments and derivation of a novel channel model towards optical wireless communication. In: Schröder S, Geyl R, editors. Optical Fabrication, Testing, and Metrology VI. 2018. (Proceedings of SPIE; vol. 10692).","havard":"D. Schneider, H. Flatt, J. Jasperneite, O. Stübbe, Analysis of industrial production environments and derivation of a novel channel model towards optical wireless communication, in: S. Schröder, R. Geyl (Eds.), Optical Fabrication, Testing, and Metrology VI, 2018.","bjps":"Schneider D et al. (2018) Analysis of Industrial Production Environments and Derivation of a Novel Channel Model towards Optical Wireless Communication. In Schröder S and Geyl R (eds), Optical Fabrication, Testing, and Metrology VI, vol. 10692.","mla":"Schneider, Daniel, et al. “Analysis of Industrial Production Environments and Derivation of a Novel Channel Model towards Optical Wireless Communication.” Optical Fabrication, Testing, and Metrology VI, edited by Sven Schröder and Roland Geyl, vol. 10692, 2018, https://doi.org/10.1117/12.2312102.","ufg":"Schneider, Daniel u. a.: Analysis of industrial production environments and derivation of a novel channel model towards optical wireless communication, in: Schröder, Sven/Geyl, Roland (Hgg.): Optical Fabrication, Testing, and Metrology VI, Bd. 10692, o. O. 2018 (Proceedings of SPIE).","ieee":"D. Schneider, H. Flatt, J. Jasperneite, and O. Stübbe, “Analysis of industrial production environments and derivation of a novel channel model towards optical wireless communication,” in Optical Fabrication, Testing, and Metrology VI, Frankfurt, 2018, vol. 10692. doi: https://doi.org/10.1117/12.2312102.","apa":"Schneider, D., Flatt, H., Jasperneite, J., & Stübbe, O. (2018). Analysis of industrial production environments and derivation of a novel channel model towards optical wireless communication. In S. Schröder & R. Geyl (Eds.), Optical Fabrication, Testing, and Metrology VI (Vol. 10692). https://doi.org/10.1117/12.2312102","chicago":"Schneider, Daniel, Holger Flatt, Jürgen Jasperneite, and Oliver Stübbe. “Analysis of Industrial Production Environments and Derivation of a Novel Channel Model towards Optical Wireless Communication.” In Optical Fabrication, Testing, and Metrology VI, edited by Sven Schröder and Roland Geyl, Vol. 10692. Proceedings of SPIE, 2018. https://doi.org/10.1117/12.2312102.","short":"D. Schneider, H. Flatt, J. Jasperneite, O. Stübbe, in: S. Schröder, R. Geyl (Eds.), Optical Fabrication, Testing, and Metrology VI, 2018.","chicago-de":"Schneider, Daniel, Holger Flatt, Jürgen Jasperneite und Oliver Stübbe. 2018. Analysis of industrial production environments and derivation of a novel channel model towards optical wireless communication. In: Optical Fabrication, Testing, and Metrology VI, hg. von Sven Schröder und Roland Geyl, 10692:. Proceedings of SPIE. doi:https://doi.org/10.1117/12.2312102, .","din1505-2-1":"Schneider, Daniel ; Flatt, Holger ; Jasperneite, Jürgen ; Stübbe, Oliver: Analysis of industrial production environments and derivation of a novel channel model towards optical wireless communication. In: Schröder, S. ; Geyl, R. (Hrsg.): Optical Fabrication, Testing, and Metrology VI, Proceedings of SPIE. Bd. 10692, 2018"},"author":[{"full_name":"Schneider, Daniel","first_name":"Daniel","last_name":"Schneider","id":"82849"},{"last_name":"Flatt","first_name":"Holger","id":"58494","full_name":"Flatt, Holger"},{"last_name":"Jasperneite","first_name":"Jürgen","id":"1899","full_name":"Jasperneite, Jürgen"},{"orcid":"https://orcid.org/0000-0001-7293-6893","first_name":"Oliver","full_name":"Stübbe, Oliver","last_name":"Stübbe","id":"51864"}],"year":"2018","status":"public"},{"status":"public","department":[{"_id":"DEP5023"}],"author":[{"id":"58494","last_name":"Flatt","full_name":"Flatt, Holger","first_name":"Holger"},{"first_name":"Sebastian","last_name":"Schriegel","full_name":"Schriegel, Sebastian"},{"first_name":"Henning","last_name":"Trsek","full_name":"Trsek, Henning","id":"1486"},{"last_name":"Adamczyk","full_name":"Adamczyk, Heiko","first_name":"Heiko"},{"first_name":"Jürgen","last_name":"Jasperneite","id":"1899","full_name":"Jasperneite, Jürgen"}],"year":2016,"citation":{"chicago-de":"Flatt, Holger, Sebastian Schriegel, Henning Trsek, Heiko Adamczyk und Jürgen Jasperneite. 2016. Analysis of the Cyber-Security of Industry 4.0 Technologies based on RAMI 4.0 and Identification of Requirements. In: 21st IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2016). Berlin.","din1505-2-1":"Flatt, Holger ; Schriegel, Sebastian ; Trsek, Henning ; Adamczyk, Heiko ; Jasperneite, Jürgen: Analysis of the Cyber-Security of Industry 4.0 Technologies based on RAMI 4.0 and Identification of Requirements. In: 21st IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2016). Berlin, 2016","short":"H. Flatt, S. Schriegel, H. Trsek, H. Adamczyk, J. Jasperneite, in: 21st IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2016), Berlin, 2016.","mla":"Flatt, Holger, et al. “Analysis of the Cyber-Security of Industry 4.0 Technologies Based on RAMI 4.0 and Identification of Requirements.” 21st IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2016), 2016.","havard":"H. Flatt, S. Schriegel, H. Trsek, H. Adamczyk, J. Jasperneite, Analysis of the Cyber-Security of Industry 4.0 Technologies based on RAMI 4.0 and Identification of Requirements, in: 21st IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2016), Berlin, 2016.","bjps":"Flatt H et al. (2016) Analysis of the Cyber-Security of Industry 4.0 Technologies Based on RAMI 4.0 and Identification of Requirements. 21st IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2016). Berlin.","ufg":"Flatt, Holger et. al. (2016): Analysis of the Cyber-Security of Industry 4.0 Technologies based on RAMI 4.0 and Identification of Requirements, in: 21st IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2016), Berlin.","van":"Flatt H, Schriegel S, Trsek H, Adamczyk H, Jasperneite J. Analysis of the Cyber-Security of Industry 4.0 Technologies based on RAMI 4.0 and Identification of Requirements. In: 21st IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2016). Berlin; 2016.","chicago":"Flatt, Holger, Sebastian Schriegel, Henning Trsek, Heiko Adamczyk, and Jürgen Jasperneite. “Analysis of the Cyber-Security of Industry 4.0 Technologies Based on RAMI 4.0 and Identification of Requirements.” In 21st IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2016). Berlin, 2016.","apa":"Flatt, H., Schriegel, S., Trsek, H., Adamczyk, H., & Jasperneite, J. (2016). Analysis of the Cyber-Security of Industry 4.0 Technologies based on RAMI 4.0 and Identification of Requirements. In 21st IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2016). Berlin.","ama":"Flatt H, Schriegel S, Trsek H, Adamczyk H, Jasperneite J. Analysis of the Cyber-Security of Industry 4.0 Technologies based on RAMI 4.0 and Identification of Requirements. In: 21st IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2016). Berlin; 2016.","ieee":"H. Flatt, S. Schriegel, H. Trsek, H. Adamczyk, and J. Jasperneite, “Analysis of the Cyber-Security of Industry 4.0 Technologies based on RAMI 4.0 and Identification of Requirements,” in 21st IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2016), 2016."},"title":"Analysis of the Cyber-Security of Industry 4.0 Technologies based on RAMI 4.0 and Identification of Requirements","_id":"4868","language":[{"iso":"eng"}],"place":"Berlin","date_updated":"2023-03-15T13:49:56Z","user_id":"68554","type":"conference","date_created":"2021-02-02T13:39:58Z","publication":"21st IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2016)"},{"_id":"4869","language":[{"iso":"ger"}],"type":"conference","date_created":"2021-02-02T13:41:02Z","publication":"atp edition","date_updated":"2023-03-15T13:49:56Z","user_id":"68554","abstract":[{"text":"Jede Steigerung der Digitalisierung, Informationstransparenz und Standardisierung macht Produktionsanlagen angreifbarer. In diesem Beitrag wird am Beispiel einer Cloud-basierten Produktionsüberwachung das Vorgehensmodell einer Cybersicherheitsanalyse anhand des Referenzarchitekturmodells Industrie-4.0 (RAMI 4.0) und der Richtlinie VDI/VDE 2182 gezeigt. Das Vorgehen hilft dabei, den Bedarf an Schutzmaßnahmen für spezifische Applikationen zu identifizieren und ermöglicht die risikobasierte Auswahl von Gegenmaßnahmen zur Absicherung.","lang":"eng"}],"department":[{"_id":"DEP5023"}],"year":2016,"author":[{"full_name":"Flatt, Holger","id":"58494","last_name":"Flatt","first_name":"Holger"},{"full_name":"Schriegel, Sebastian","first_name":"Sebastian","last_name":"Schriegel"},{"first_name":"Henning","full_name":"Trsek, Henning","id":"1486","last_name":"Trsek"},{"last_name":"Adamczyk","full_name":"Adamczyk, Heiko","first_name":"Heiko"},{"full_name":"Jasperneite, Jürgen","first_name":"Jürgen","last_name":"Jasperneite","id":"1899"}],"status":"public","title":"Industrie 4.0 IT-Sicherheit","citation":{"short":"H. Flatt, S. Schriegel, H. Trsek, H. Adamczyk, J. Jasperneite, in: atp edition, 2016.","din1505-2-1":"Flatt, Holger ; Schriegel, Sebastian ; Trsek, Henning ; Adamczyk, Heiko ; Jasperneite, Jürgen: Industrie 4.0 IT-Sicherheit. In: atp edition, 2016","chicago-de":"Flatt, Holger, Sebastian Schriegel, Henning Trsek, Heiko Adamczyk und Jürgen Jasperneite. 2016. Industrie 4.0 IT-Sicherheit. In: atp edition.","van":"Flatt H, Schriegel S, Trsek H, Adamczyk H, Jasperneite J. Industrie 4.0 IT-Sicherheit. In: atp edition. 2016.","bjps":"Flatt H et al. (2016) Industrie 4.0 IT-Sicherheit. atp edition.","mla":"Flatt, Holger, et al. “Industrie 4.0 IT-Sicherheit.” atp edition, 2016.","havard":"H. Flatt, S. Schriegel, H. Trsek, H. Adamczyk, J. Jasperneite, Industrie 4.0 IT-Sicherheit, in: atp edition, 2016.","ufg":"Flatt, Holger et. al. (2016): Industrie 4.0 IT-Sicherheit, in: atp edition.","apa":"Flatt, H., Schriegel, S., Trsek, H., Adamczyk, H., & Jasperneite, J. (2016). Industrie 4.0 IT-Sicherheit. In atp edition.","chicago":"Flatt, Holger, Sebastian Schriegel, Henning Trsek, Heiko Adamczyk, and Jürgen Jasperneite. “Industrie 4.0 IT-Sicherheit.” In atp edition, 2016.","ama":"Flatt H, Schriegel S, Trsek H, Adamczyk H, Jasperneite J. Industrie 4.0 IT-Sicherheit. In: atp edition. ; 2016.","ieee":"H. Flatt, S. Schriegel, H. Trsek, H. Adamczyk, and J. Jasperneite, “Industrie 4.0 IT-Sicherheit,” in atp edition, 2016."}},{"citation":{"ufg":"Flatt, Holger et. al. (2016): Analyse der Cyber-Sicherheit von Industrie 4.0-Technologien auf Basis des RAMI 4.0 und Identifikation von Lösungsbedarfen, in: Automation 2016, Baden-Baden.","havard":"H. Flatt, S. Schriegel, H. Trsek, J. Jasperneite, Analyse der Cyber-Sicherheit von Industrie 4.0-Technologien auf Basis des RAMI 4.0 und Identifikation von Lösungsbedarfen, in: Automation 2016, Baden-Baden, 2016.","mla":"Flatt, Holger, et al. “Analyse Der Cyber-Sicherheit von Industrie 4.0-Technologien Auf Basis Des RAMI 4.0 Und Identifikation von Lösungsbedarfen.” Automation 2016, 2016.","bjps":"Flatt H et al. (2016) Analyse Der Cyber-Sicherheit von Industrie 4.0-Technologien Auf Basis Des RAMI 4.0 Und Identifikation von Lösungsbedarfen. Automation 2016. Baden-Baden.","van":"Flatt H, Schriegel S, Trsek H, Jasperneite J. Analyse der Cyber-Sicherheit von Industrie 4.0-Technologien auf Basis des RAMI 4.0 und Identifikation von Lösungsbedarfen. In: Automation 2016. Baden-Baden; 2016.","chicago":"Flatt, Holger, Sebastian Schriegel, Henning Trsek, and Jürgen Jasperneite. “Analyse Der Cyber-Sicherheit von Industrie 4.0-Technologien Auf Basis Des RAMI 4.0 Und Identifikation von Lösungsbedarfen.” In Automation 2016. Baden-Baden, 2016.","apa":"Flatt, H., Schriegel, S., Trsek, H., & Jasperneite, J. (2016). Analyse der Cyber-Sicherheit von Industrie 4.0-Technologien auf Basis des RAMI 4.0 und Identifikation von Lösungsbedarfen. In Automation 2016. Baden-Baden.","chicago-de":"Flatt, Holger, Sebastian Schriegel, Henning Trsek und Jürgen Jasperneite. 2016. Analyse der Cyber-Sicherheit von Industrie 4.0-Technologien auf Basis des RAMI 4.0 und Identifikation von Lösungsbedarfen. In: Automation 2016. Baden-Baden.","din1505-2-1":"Flatt, Holger ; Schriegel, Sebastian ; Trsek, Henning ; Jasperneite, Jürgen: Analyse der Cyber-Sicherheit von Industrie 4.0-Technologien auf Basis des RAMI 4.0 und Identifikation von Lösungsbedarfen. In: Automation 2016. Baden-Baden, 2016","short":"H. Flatt, S. Schriegel, H. Trsek, J. Jasperneite, in: Automation 2016, Baden-Baden, 2016.","ama":"Flatt H, Schriegel S, Trsek H, Jasperneite J. Analyse der Cyber-Sicherheit von Industrie 4.0-Technologien auf Basis des RAMI 4.0 und Identifikation von Lösungsbedarfen. In: Automation 2016. Baden-Baden; 2016.","ieee":"H. Flatt, S. Schriegel, H. Trsek, and J. Jasperneite, “Analyse der Cyber-Sicherheit von Industrie 4.0-Technologien auf Basis des RAMI 4.0 und Identifikation von Lösungsbedarfen,” in Automation 2016, 2016."},"title":"Analyse der Cyber-Sicherheit von Industrie 4.0-Technologien auf Basis des RAMI 4.0 und Identifikation von Lösungsbedarfen","status":"public","abstract":[{"text":"Die vollständige Digitalisierung der industriellen Produktion und die entstehende neue Qualität an Informationstransparenz sind die Grundlage für die Mehrwerte Effektivität, Qualität und Individualität. Diesem Mehrwertpotential stehen Gefahren der Cyber-Sicherheit entgegen: Jede Steigerung der Digitalisierung, Informationstransparenz und Standardisierung macht Produktionsanlagen angreifbarer. Das Referenz Architektur Model Industrie 4.0 (RAMI 4.0) ermöglicht die Abbildung aller Instanzen einer Industrie 4.0-Anwendung über den gesamten Lebenszyklus und kann so bei der Analyse der Cyber-Sicherheit von Industrie 4.0-Technologien unterstützen. In diesem Beitrag wird am Beispiel einer Cloud-basierten Produktionsüberwachung das Vorgehensmodel einer Cyber-Sicherheitsanalyse anhand RAMI 4.0 und der Richtlinie VDI/VDE 2182 gezeigt. Das Vorgehen unterstützt bei der Identifikation von Schutzbedarfen spezifischer Applikationen und ermöglicht die Risiko-basierte Auswahl von Gegenmaßnahmen zur Absicherung.","lang":"eng"}],"department":[{"_id":"DEP5023"}],"author":[{"last_name":"Flatt","full_name":"Flatt, Holger","first_name":"Holger","id":"58494"},{"full_name":"Schriegel, Sebastian","first_name":"Sebastian","last_name":"Schriegel"},{"full_name":"Trsek, Henning","id":"1486","first_name":"Henning","last_name":"Trsek"},{"full_name":"Jasperneite, Jürgen","id":"1899","first_name":"Jürgen","last_name":"Jasperneite"}],"year":2016,"date_updated":"2023-03-15T13:49:56Z","user_id":"68554","date_created":"2021-02-02T13:57:56Z","type":"conference","publication":"Automation 2016","_id":"4879","language":[{"iso":"eng"}],"place":"Baden-Baden"},{"main_file_link":[{"url":"https://www.degruyter.com/view/j/auto.2015.63.issue-10/auto-2015-0016/auto-2015-0016.xml"}],"year":2015,"author":[{"full_name":"Paelke, Volker ","last_name":"Paelke","first_name":"Volker "},{"first_name":"Carsten","last_name":"Röcker","full_name":"Röcker, Carsten","id":"61525"},{"full_name":"Koch, Nils","last_name":"Koch","first_name":"Nils"},{"last_name":"Flatt","id":"58494","full_name":"Flatt, Holger","first_name":"Holger"},{"last_name":"Büttner","first_name":"Sebastian","full_name":"Büttner, Sebastian","id":"61868"}],"status":"public","page":"833-843","title":"User Interfaces for Cyber-Physical Systems : Expanding the Designer’s Toolbox","volume":63,"citation":{"ama":"Paelke V, Röcker C, Koch N, Flatt H, Büttner S. User Interfaces for Cyber-Physical Systems : Expanding the Designer’s Toolbox. at - Automatisierungstechnik. 2015;63(10):833-843. doi:10.1515/auto-2015-0016","ieee":"V. Paelke, C. Röcker, N. Koch, H. Flatt, and S. Büttner, “User Interfaces for Cyber-Physical Systems : Expanding the Designer’s Toolbox,” at - Automatisierungstechnik, vol. 63, no. 10, pp. 833–843, 2015.","van":"Paelke V, Röcker C, Koch N, Flatt H, Büttner S. User Interfaces for Cyber-Physical Systems : Expanding the Designer’s Toolbox. at - Automatisierungstechnik. 2015;63(10):833–43.","ufg":"Paelke, Volker et. al. (2015): User Interfaces for Cyber-Physical Systems : Expanding the Designer’s Toolbox, in: at - Automatisierungstechnik 63 (10), S. 833–843.","mla":"Paelke, Volker, et al. “User Interfaces for Cyber-Physical Systems : Expanding the Designer’s Toolbox.” At - Automatisierungstechnik, vol. 63, no. 10, De Gryter Oldenbourg, 2015, pp. 833–43, doi:10.1515/auto-2015-0016.","bjps":"Paelke V et al. (2015) User Interfaces for Cyber-Physical Systems : Expanding the Designer’s Toolbox. at - Automatisierungstechnik 63, 833–843.","havard":"V. Paelke, C. Röcker, N. Koch, H. Flatt, S. Büttner, User Interfaces for Cyber-Physical Systems : Expanding the Designer’s Toolbox, At - Automatisierungstechnik. 63 (2015) 833–843.","apa":"Paelke, V., Röcker, C., Koch, N., Flatt, H., & Büttner, S. (2015). User Interfaces for Cyber-Physical Systems : Expanding the Designer’s Toolbox. At - Automatisierungstechnik, 63(10), 833–843. https://doi.org/10.1515/auto-2015-0016","chicago":"Paelke, Volker , Carsten Röcker, Nils Koch, Holger Flatt, and Sebastian Büttner. “User Interfaces for Cyber-Physical Systems : Expanding the Designer’s Toolbox.” At - Automatisierungstechnik 63, no. 10 (2015): 833–43. https://doi.org/10.1515/auto-2015-0016.","short":"V. Paelke, C. Röcker, N. Koch, H. Flatt, S. Büttner, At - Automatisierungstechnik 63 (2015) 833–843.","chicago-de":"Paelke, Volker , Carsten Röcker, Nils Koch, Holger Flatt und Sebastian Büttner. 2015. User Interfaces for Cyber-Physical Systems : Expanding the Designer’s Toolbox. at - Automatisierungstechnik 63, Nr. 10: 833–843. doi:10.1515/auto-2015-0016, .","din1505-2-1":"Paelke, Volker ; Röcker, Carsten ; Koch, Nils ; Flatt, Holger ; Büttner, Sebastian: User Interfaces for Cyber-Physical Systems : Expanding the Designer’s Toolbox. In: at - Automatisierungstechnik Bd. 63. Oldenbourg, De Gryter Oldenbourg (2015), Nr. 10, S. 833–843"},"keyword":["User centred design","user interfaces","user expe-rience","cyber-physical systems","smart glasses","wearables"],"language":[{"iso":"eng"}],"publication_identifier":{"issn":["2196-677X"]},"publication":"at - Automatisierungstechnik","date_created":"2019-03-07T14:53:12Z","date_updated":"2023-03-15T13:50:08Z","department":[{"_id":"DEP1305"}],"issue":"10","abstract":[{"text":"In this paper, we analyze the specific requirements of interacting with cyber-physical systems and propose a design approach that is driven by user needs and makes use of an expanded toolbox that contains state-of-the-art interaction technologies including Smart Glasses and Wearables. We present several examples of assistance systems in industrial production that use these interaction technologies and discuss the corresponding usability and implementation aspects. ","lang":"eng"},{"text":"Dieser Beitrag analysiert die speziellen Herausforderungen in der Interaktion mit Cyber-Physical Systems und stellen ein darauf abgestimmtes Entwurfsvorgehen vor. Der Ansatz kombiniert ein nutzerzentriertes Vorgehen mit einer Sammlung aktueller Interaktionstechnologien wie Smart Glasses und Wearables. An Einsatzbeispielen in der industriellen Produktion werden die mit diesen neuen Interaktionstechnologien verknüpften Implementierungs- und Usabilityaspekte diskutiert. ","lang":"ger"}],"publisher":"De Gryter Oldenbourg","publication_status":"published","alternative_title":["Nutzerschnittstellen für Cyber-Physical Systems : Ein Werkzeugkasten für Designer und Entwickler"],"place":"Oldenbourg","_id":"688","doi":"10.1515/auto-2015-0016","type":"journal_article","user_id":"45673","intvolume":" 63"},{"doi":"10.1109/ETFA.2015.7301586","_id":"4329","language":[{"iso":"eng"}],"keyword":["Maintenance engineering","Augmented reality","Context","Context modelin","Production facilities","Cameras"],"place":"New York","oa":"1","date_updated":"2023-03-15T13:49:52Z","user_id":"15514","date_created":"2021-01-08T12:03:42Z","type":"conference","publication":" 2015 IEEE 20th Conference on Emerging Technologies & Factory Automation (ETFA)","publisher":"IEEE","status":"public","abstract":[{"text":"The term Industrie 4.0 carries the vision of smart factories, which automatically adapt to changes and assist the human as much as possible during operation and maintenance. This includes smart human machine interfaces, which reduce the chances of errors and help to make the right decisions. This paper presents an approach to equip the maintenance software running on a tablet PC with augmented reality functionality to be able to place virtual sticky notes at production modules. Additionally, these sticky notes are enriched with position information. The central element of this approach is an ontology-based context-aware framework, which aggregates and processes data from different sources. As a result, a tablet PC application was implemented, which allows displaying maintenance information as well as live plant process data in the form of augmented reality. More than 100 of those sticky notes can be placed using this system, whereas each note requires a file size of 12 to 16 kilo bytes. After placing a sticky note, the system recognizes it even if the camera's position is not exactly the same as during the placing process.","lang":"eng"}],"department":[{"_id":"DEP5023"}],"conference":{"location":"Luxembourg, Luxembourg","name":"20th Conference on Emerging Technologies & Factory Automation (ETFA)","end_date":"2015-09-11","start_date":"2015-09-08"},"author":[{"first_name":"Holger","full_name":"Flatt, Holger","id":"58494","last_name":"Flatt"},{"full_name":"Koch, Nils","first_name":"Nils","last_name":"Koch"},{"full_name":"Guenter, Andrei","last_name":"Guenter","first_name":"Andrei"},{"first_name":"Carsten","id":"61525","last_name":"Röcker","full_name":"Röcker, Carsten"},{"full_name":"Jasperneite, Jürgen","last_name":"Jasperneite","id":"1899","first_name":"Jürgen"}],"year":2015,"main_file_link":[{"open_access":"1"}],"publication_status":"published","citation":{"short":"H. Flatt, N. Koch, A. Guenter, C. Röcker, J. 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(2015): A Context-Aware Assistance System for Maintenance Applications in Smart Factories based on Augmented Reality and Indoor Localization, in: 2015 IEEE 20th Conference on Emerging Technologies & Factory Automation (ETFA), New York.","mla":"Flatt, Holger, et al. “A Context-Aware Assistance System for Maintenance Applications in Smart Factories Based on Augmented Reality and Indoor Localization.” 2015 IEEE 20th Conference on Emerging Technologies & Factory Automation (ETFA), IEEE, 2015, doi:10.1109/ETFA.2015.7301586.","havard":"H. Flatt, N. Koch, A. Guenter, C. Röcker, J. Jasperneite, A Context-Aware Assistance System for Maintenance Applications in Smart Factories based on Augmented Reality and Indoor Localization, in: 2015 IEEE 20th Conference on Emerging Technologies & Factory Automation (ETFA), IEEE, New York, 2015.","bjps":"Flatt H et al. (2015) A Context-Aware Assistance System for Maintenance Applications in Smart Factories Based on Augmented Reality and Indoor Localization. 2015 IEEE 20th Conference on Emerging Technologies & Factory Automation (ETFA). New York: IEEE.","apa":"Flatt, H., Koch, N., Guenter, A., Röcker, C., & Jasperneite, J. (2015). A Context-Aware Assistance System for Maintenance Applications in Smart Factories based on Augmented Reality and Indoor Localization. In 2015 IEEE 20th Conference on Emerging Technologies & Factory Automation (ETFA). New York: IEEE. https://doi.org/10.1109/ETFA.2015.7301586","ieee":"H. Flatt, N. Koch, A. Guenter, C. Röcker, and J. Jasperneite, “A Context-Aware Assistance System for Maintenance Applications in Smart Factories based on Augmented Reality and Indoor Localization,” in 2015 IEEE 20th Conference on Emerging Technologies & Factory Automation (ETFA), Luxembourg, Luxembourg, 2015.","chicago":"Flatt, Holger, Nils Koch, Andrei Guenter, Carsten Röcker, and Jürgen Jasperneite. “A Context-Aware Assistance System for Maintenance Applications in Smart Factories Based on Augmented Reality and Indoor Localization.” In 2015 IEEE 20th Conference on Emerging Technologies & Factory Automation (ETFA). New York: IEEE, 2015. https://doi.org/10.1109/ETFA.2015.7301586."},"title":"A Context-Aware Assistance System for Maintenance Applications in Smart Factories based on Augmented Reality and Indoor Localization"},{"_id":"4608","language":[{"iso":"eng"}],"publication":"at - Automatisierungstechnik","type":"journal_article","date_created":"2021-01-28T10:16:32Z","intvolume":" 63","user_id":"74222","date_updated":"2023-03-15T13:49:54Z","author":[{"first_name":"Miriam","full_name":"Schleipen, Miriam","last_name":"Schleipen"},{"last_name":"Lüder","first_name":"Arndt","full_name":"Lüder, Arndt"},{"first_name":"Olaf","last_name":"Sauer","full_name":"Sauer, Olaf"},{"full_name":"Flatt, Holger","first_name":"Holger","id":"58494","last_name":"Flatt"},{"full_name":"Jasperneite, Jürgen","id":"1899","last_name":"Jasperneite","first_name":"Jürgen"}],"year":2015,"department":[{"_id":"DEP5023"},{"_id":"DEP5019"}],"status":"public","page":"801–820","title":"Anforderungen und Konzepte für Plug-and-Work - Adaptivität im Kontext von Industrie 4.0","citation":{"chicago":"Schleipen, Miriam, Arndt Lüder, Olaf Sauer, Holger Flatt, and Jürgen Jasperneite. “Anforderungen Und Konzepte Für Plug-and-Work - Adaptivität Im Kontext von Industrie 4.0.” At - Automatisierungstechnik 63 (2015): 801–820.","apa":"Schleipen, M., Lüder, A., Sauer, O., Flatt, H., & Jasperneite, J. (2015). Anforderungen und Konzepte für Plug-and-Work - Adaptivität im Kontext von Industrie 4.0. At - Automatisierungstechnik, 63, 801–820.","ieee":"M. Schleipen, A. Lüder, O. Sauer, H. Flatt, and J. Jasperneite, “Anforderungen und Konzepte für Plug-and-Work - Adaptivität im Kontext von Industrie 4.0,” at - Automatisierungstechnik, vol. 63, pp. 801–820, 2015.","ufg":"Schleipen, Miriam et. al. (2015): Anforderungen und Konzepte für Plug-and-Work - Adaptivität im Kontext von Industrie 4.0, in: at - Automatisierungstechnik 63, S. 801–820.","havard":"M. Schleipen, A. Lüder, O. Sauer, H. Flatt, J. Jasperneite, Anforderungen und Konzepte für Plug-and-Work - Adaptivität im Kontext von Industrie 4.0, At - Automatisierungstechnik. 63 (2015) 801–820.","mla":"Schleipen, Miriam, et al. “Anforderungen Und Konzepte Für Plug-and-Work - Adaptivität Im Kontext von Industrie 4.0.” At - Automatisierungstechnik, vol. 63, 2015, pp. 801–820.","bjps":"Schleipen M et al. (2015) Anforderungen Und Konzepte Für Plug-and-Work - Adaptivität Im Kontext von Industrie 4.0. at - Automatisierungstechnik 63, 801–820.","van":"Schleipen M, Lüder A, Sauer O, Flatt H, Jasperneite J. Anforderungen und Konzepte für Plug-and-Work - Adaptivität im Kontext von Industrie 4.0. at - Automatisierungstechnik. 2015;63:801–820.","ama":"Schleipen M, Lüder A, Sauer O, Flatt H, Jasperneite J. Anforderungen und Konzepte für Plug-and-Work - Adaptivität im Kontext von Industrie 4.0. at - Automatisierungstechnik. 2015;63:801–820.","chicago-de":"Schleipen, Miriam, Arndt Lüder, Olaf Sauer, Holger Flatt und Jürgen Jasperneite. 2015. Anforderungen und Konzepte für Plug-and-Work - Adaptivität im Kontext von Industrie 4.0. at - Automatisierungstechnik 63: 801–820.","din1505-2-1":"Schleipen, Miriam ; Lüder, Arndt ; Sauer, Olaf ; Flatt, Holger ; Jasperneite, Jürgen: Anforderungen und Konzepte für Plug-and-Work - Adaptivität im Kontext von Industrie 4.0. In: at - Automatisierungstechnik Bd. 63 (2015), S. 801–820","short":"M. Schleipen, A. Lüder, O. Sauer, H. Flatt, J. Jasperneite, At - Automatisierungstechnik 63 (2015) 801–820."},"volume":63},{"citation":{"din1505-2-1":"Schriegel, Sebastian ; Biendarra, Alexander ; Ronen, Opher ; Flatt, Holger ; Lessmann, Gunnar ; Jasperneite, Jürgen: Automatic Determination of Synchronization Path Quality using PTP Bridges with Integrated Inaccuracy Estimation for System Configuration and Monitoring. In: ISPCS 2015, 2015","chicago-de":"Schriegel, Sebastian, Alexander Biendarra, Opher Ronen, Holger Flatt, Gunnar Lessmann und Jürgen Jasperneite. 2015. Automatic Determination of Synchronization Path Quality using PTP Bridges with Integrated Inaccuracy Estimation for System Configuration and Monitoring. In: ISPCS 2015.","short":"S. Schriegel, A. Biendarra, O. Ronen, H. Flatt, G. Lessmann, J. Jasperneite, in: ISPCS 2015, 2015.","chicago":"Schriegel, Sebastian, Alexander Biendarra, Opher Ronen, Holger Flatt, Gunnar Lessmann, and Jürgen Jasperneite. “Automatic Determination of Synchronization Path Quality Using PTP Bridges with Integrated Inaccuracy Estimation for System Configuration and Monitoring.” In ISPCS 2015, 2015.","apa":"Schriegel, S., Biendarra, A., Ronen, O., Flatt, H., Lessmann, G., & Jasperneite, J. (2015). Automatic Determination of Synchronization Path Quality using PTP Bridges with Integrated Inaccuracy Estimation for System Configuration and Monitoring. In ISPCS 2015.","bjps":"Schriegel S et al. (2015) Automatic Determination of Synchronization Path Quality Using PTP Bridges with Integrated Inaccuracy Estimation for System Configuration and Monitoring. ISPCS 2015.","havard":"S. Schriegel, A. Biendarra, O. Ronen, H. Flatt, G. Lessmann, J. 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