Professorship for Computer Engineering
Organisational unit: Professoship
Main research areas
Prof. Dr. Ing. Ralph Welge works on the design of autonomous/cognitive systems in the context of computer vision.
The field of work includes system and application architectures of autonomous/cognitive systems, their limitations as well as the description of the necessary processes. The focus is on methods that can be used to achieve autonomous and cognitive behavior.
In addition, classical machine learning methods such as Convolutional Neural Networks (CNN) and LSTM/Transformers are used to acquire the necessary information.
Last but not least, verification and qualification of such systems play a role in the context of applications such as autonomous driving.
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Representation of Integration Profiles Using an Ontology
Welge, R., Busch, B.-H., Kabitzsch, K., Laurila-Epe, J., Heusinger, S., Lipprandt, M., Eichelberg, M., Eichenberg, E., Engelien, H., Gök, M., Moritz, G. & Hein, A., 2014, Ambient Assisted Living: 6. AAL-Kongress 2013 Berlin, Germany, January 22. - 23. , 2013. Wichert, R. & Klausing, H. (eds.). 1 ed. Springer Verlag, p. 195-212 18 p. (Advanced Technologies and Societal Change).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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SDL.RT-basierter Entwurf zeit- und sicherheitskritischer Systeme
Welge, R., 2001, Aachen: Shaker Verlag. 160 p. (Technische Informatik)Research output: Books and anthologies › Monographs › Research
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Steady State Detection for the Context Aware Evaluation of Vital Signs
Busch, B.-H. & Welge, R., 2014, Wohnen – Pflege – Teilhabe: Besser leben durch Technik - 7. AAL-Kongress mit Ausstellung 21.-22. Januar 2014 in Berlin, Tagungsbeiträge. VDE Verlag, 8 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Szenario „AAL@Home“
Busch, B.-H. & Welge, R., 22.06.2011, AAL-Anwendungsszenarien : Arbeitsgruppen „Schnittstellenintegration und Interoperabilität“ und „Kommunikation“ der BMBF/VDE Innovationspartnerschaft AAL. Eberhardt, B. (ed.). Frankfurt: VDE Verlag, p. 64-66 3 p. (AAL-Schriftenreihe; vol. 2011, no. 5).Research output: Contributions to collected editions/works › Contributions to scientific reports › Research
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Szenario „Ein Arbeitstag“
Kujath, A., 22.06.2011, AAL-Anwendungsszenarien: Arbeitsgruppen „Schnittstellenintegration und Interoperabilität“ und „Kommunikation“ der BMBF/VDE Innovationspartnerschaft AAL. Eberhardt, B. (ed.). Frankfurt: VDE Verlag, p. 63-64 2 p. (AAL-Schriftenreihe; vol. 2011, no. 5).Research output: Contributions to collected editions/works › Contributions to collected editions/anthologies › Research › peer-review
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Szenario „Selbstorganisierendes, humanzentriertes Assistenzsystem"
Busch, B.-H. & Welge, R., 22.06.2011, AAL-Anwendungsszenarien : Arbeitsgruppen „Schnittstellenintegration und Interoperabilität“ und „Kommunikation“ der BMBF/VDE Innovationspartnerschaft AAL. Eberhard, B. (ed.). Frankfurt: VDE Verlag, p. 61-62 2 p. (AAL-Schriftenreihe; vol. 2011, no. 5).Research output: Contributions to collected editions/works › Contributions to scientific reports › Research
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Terminologien/Semantik
Welge, R., 2010, Interoperabilität von AAL-Systemkomponenten: Stand der Technik, Arbeitsgruppe „Schnittstellenintegration und Interoperabitität“ der BMBF/VDE Innovationspartnerschaft AAL. Eichelberg, M. (ed.). Berlin: VDE Verlag, Vol. 1. p. 159-163 5 p.Research output: Contributions to collected editions/works › Contributions to collected editions/anthologies › Research
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Unobtrusive Detection of Respiratory Rate through UWB-Sensing for Applications of Ambient Assisted Living
Busch, B.-H., Nguendon, H. & Welge, R., 19.10.2012, IADIS International Press: Applied Computing 2012. IADIS Press, p. 91-98 10 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Unobtrusive Measurement of Vital Signs Through Ultra-Wideband Sensing in the Domain of AAL
Busch, B.-H. & Welge, R., 13.02.2013, Proceedings of the IASTED International Conference on Biomedical Engineering, BioMed 2013: BioMed 2013. Boccaccini, A. R. (ed.). ACTA Press, Vol. 10. p. 288-294 7 p. (Proceedings of the IASTED International Conference on Biomedical Engineering, BioMed 2013).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Unobtrusive Respiratory Rate Detection within Homecare Scenarios
Busch, B.-H. & Welge, R., 2014, Ambient Assisted Living: 6. AAL-Kongress 2013 Berlin, Germany, January 22. - 23. , 2013. Wichert, R. & Klausing, H. (eds.). Springer Verlag, p. 61-78 18 p. (Advanced Technologies and Societal Change).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review