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.
- 2017
- Published
LivingCare - An autonomously learning, human centered home automation system: Collection and preliminary analysis of a large dataset of real living situations
Eckert, R., Müller, S., Glende, S., Gerka, A., Hein, A. & Welge, R., 2017, Ambient Assisted Living: 9. AAL-Kongress, Frankfurt/M, Germany, April 20 - 21, 2016. Wichert, R. & Mand, B. (eds.). Cham: Springer International Publishing AG, p. 55-72 18 p. (Advanced Technologies and Societal Change).Research output: Contributions to collected editions/works › Contributions to collected editions/anthologies › Research › peer-review
- 2015
- Published
AAL-Onto: A Formal Representation of RAALI Integration Profiles
Welge, R., Busch, B.-H., Kabitzsch, K., Laurila-Dürsch, J., Heusinger, S., Lipprandt, M., Eichelberg, M., Eichenberg, E., Engelien, H., Gök, M., Moritz, G., Hein, A. & Dutz, T., 2015, Ambient Assisted Living: 7. AAL-Kongress 2014 Berlin, Germany, January 21-22, 2014. Wichert, R. & Klausing, H. (eds.). Springer, p. 89-102 14 p. (Advanced Technologies and Societal Change).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- 2014
- Published
Berater für generationengerechte Assistenzsysteme (m/w): Realisierung und Evaluierung einer berufsbegleitenden Weiterbildung
Niemeyer, G., Busch, B.-H., Dreyer, K., Kempter, A.-K., Zimmermann, B., Koperski, M., Bähr, S., Weiser, S., Lumpe, A.-K. & Apel, S., 21.01.2014, Besser Leben durch Technik: 7. deutscher AAL-Kongress mit Ausstellung, 21.-22. Januar 2014, Berlin, Tagungsbeiträge. D., A., G. & V. (eds.). VDE Verlag GmbH, 6 p. 33Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
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, p. 195-212 18 p. (Advanced Technologies and Societal Change).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
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 GmbH, 8 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
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, p. 61-78 18 p. (Advanced Technologies and Societal Change).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- 2013
- Published
Leitfaden interoperabler Assistenzsysteme - vom Szenario zur Anforderung: Teil 2 der Publikationsreihe "Interoperabilität von AAL-Systemkomponenten
Bothe, M., Busch, B.-H., Eberhardt, B., Eichelberg, M., Gaugler, J., Gök, M., Golatowski, F., Heusinger, S., Kabitzsch, K., Kraft, A., Krieg-Brückner, B., Laurila-Dürsch, J., Lipprandt, M., Lux, W., Marinc, A., Moritz, G., Stahl, C., Tazari, M.-R. S., Walter, J., Welge, R., Wichert, R. & Eichelberg, M. (Editor), 20.06.2013, Berlin/Offenbach: VDE Verlag GmbH. 268 p. (Interoperabilität von AAL-Systemkomponenten)Research output: Books and anthologies › Collected editions and anthologies › Research
- Published
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
- Published
Atmungsdetektion und Analyse mithilfe von UWB-Sensorik im Bereich häuslicher Pflege: Unobtrusive Respiratory Rate Detection within Homecare scenarios
Busch, B.-H. & Welge, R., 22.01.2013, Lebensqualität im Wandel von Demografie und Technik : 6. Deutscher AAL-Kongress mit Ausstellung. VDE Verlag GmbH, p. 115-123 9 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Der Mobile Diagnoseassistent – Wie mobile Anwendungen die Pflege im häuslichen Umfeld verbessern können
Busch, B.-H., Welge, R., Ott, A. & Klippert, J., 22.01.2013, Lebensqualität im Wandel von Demografie und Technik : 6. Deutscher AAL-Kongress mit Ausstellung. VDE Verlag GmbH, p. 453-456 4 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Ontologiebasierte Repräsentation von Integrationsprofilen
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., 22.01.2013, Lebensqualität im Wandel von Demografie und Technik 6. Deutscher AAL-Kongress mit Ausstellung: 6. Deutscher AAL-Kongress mit Ausstellung. VDE Verlag GmbH, p. 397-406 10 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Weiterbildung im Bereich AAL – Vom Handwerksmeister zum AAL-Berater in 360 Stunden
Meyer, S., Busch, B.-H., Welge, R., Lumpe, A.-K. & Niemeyer, G., 22.01.2013, Lebensqualität im Wandel von Demografie und Technik: 6. Deutscher AAL-Kongress mit Ausstellung. VDE Verlag GmbH, p. 29-33 5 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- 2012
- Published
Early Edema Detection Based on the Examination of Multidimensional Ultra-Wide band Data
Nguendon, H., Busch, B.-H. & Welge, R., 19.10.2012, Applied Computing 2012: Proceedings of the IADIS International Conference Applied computing. Weghorn, H. & Isaías, P. (eds.). IADIS Press, p. 107-114 8 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
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
- Published
Unobtrusive Vital Sign Acquisition in the Domain of AAL
Busch, B.-H. & Welge, R., 09.2012, In: Biomed Tech - Journal of Biomedical Engineering and Technology . 57, SUPPL. 1 TRACK-E, p. 1085-1088 4 p.Research output: Journal contributions › Conference article in journal › Research › peer-review
- Published
Beschreibungsmethodik für AAL-Integrationsprofile
Lipprandt, M., Welge, R., Eichelberg, M., Eichenberg, E., Engelien, H., Kabitzsch, K., Gök, M., Busch, B.-H., Laurila-Epe, J., Heusinger, S., Moritz, G. & Hein, A., 2012, Tagungsband der Informatik 2012 - 42. Jahrestagung der Gesellschaft für Informatik e.V. (GI). Goltz, U., Magnor, M., Appelrath, H.-J., Matthies, H., Balke, W.-T. & Wolf, L. (eds.). Bonn: Gesellschaft für Informatik e.V., Vol. 42. p. 1416-1430 15 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. 208).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- 2011
- Published
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 GmbH, p. 64-66 3 p. (AAL-Schriftenreihe; vol. 2011, no. 5).Research output: Contributions to collected editions/works › Contributions to scientific reports › Research
- Published
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 GmbH, 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
- Published
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 GmbH, p. 61-62 2 p. (AAL-Schriftenreihe; vol. 2011, no. 5).Research output: Contributions to collected editions/works › Contributions to scientific reports › Research
- Published
Continous preventive diagnosis for cardiovascular diseases based on stochastic modeling
Busch, B.-H. & Welge, R., 2011, In: International Journal on Computer and Industrial Management Applications. 3, p. 646-654 9 p.Research output: Journal contributions › Journal articles › Research › peer-review