Skip to main content
Erschienen in: Autonomous Robots 3/2017

24.02.2016

ROREAS: robot coach for walking and orientation training in clinical post-stroke rehabilitation—prototype implementation and evaluation in field trials

verfasst von: Horst-Michael Gross, Andrea Scheidig, Klaus Debes, Erik Einhorn, Markus Eisenbach, Steffen Mueller, Thomas Schmiedel, Thanh Q. Trinh, Christoph Weinrich, Tim Wengefeld, Andreas Bley, Christian Martin

Erschienen in: Autonomous Robots | Ausgabe 3/2017

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

This paper describes the objectives and the state of implementation of the ROREAS project which aims at developing a socially assistive robot coach for walking and orientation training of stroke patients in the clinical rehabilitation. The robot coach is to autonomously accompany the patients during their exercises practicing their mobility skills. This requires strongly user-centered, polite and attentive social navigation and interaction abilities that can motivate the patients to start, continue, and regularly repeat their self-training. The paper gives an overview of the training scenario and describes the constraints and requirements arising from the scenario and the operational environment. Moreover, it presents the mobile robot ROREAS and gives an overview of the robot’s system architecture and the required human- and situation-aware navigation and interaction skills. Finally, it describes our three-stage approach in conducting function and user tests in the clinical environment: pre-tests with technical staff, followed by function tests with clinical staff and user trials with volunteers from the group of stroke patients, and presents the results of these tests conducted so far.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Andrade, A., Pereira, A., Walter, S., Almeida, R., Loureiro, R., Compagna, D., et al. (2014). Bridging the gap between robotic technology and health care. Biomedical Signal Processing and Control, 10(10), 65–78.CrossRef Andrade, A., Pereira, A., Walter, S., Almeida, R., Loureiro, R., Compagna, D., et al. (2014). Bridging the gap between robotic technology and health care. Biomedical Signal Processing and Control, 10(10), 65–78.CrossRef
Zurück zum Zitat Arras, K., Mozos, O., & Burgard, W. (2007). Using boosted features for the detection of people in 2D range data. In IEEE international conference on robotics and automation (ICRA) (pp. 3402–3407). Arras, K., Mozos, O., & Burgard, W. (2007). Using boosted features for the detection of people in 2D range data. In IEEE international conference on robotics and automation (ICRA) (pp. 3402–3407).
Zurück zum Zitat Balakrishnan, N., & Basu, A. P. (1996). Exponential distribution: Theory, methods and applications. New York: Gordon and Breach. Balakrishnan, N., & Basu, A. P. (1996). Exponential distribution: Theory, methods and applications. New York: Gordon and Breach.
Zurück zum Zitat Basteris, A., Nijenhuis, S., Stienen, A., Buurke, J., Prange, G., & Amirabdollahian, F. (2014). Training modalities in robot-mediated upper limb rehabilitation in stroke: A framework for classification based on a systematic review. Journal of NeuroEngineering and Rehabilitation, 11(111), doi:10.1186/1743-0003-11-111. Basteris, A., Nijenhuis, S., Stienen, A., Buurke, J., Prange, G., & Amirabdollahian, F. (2014). Training modalities in robot-mediated upper limb rehabilitation in stroke: A framework for classification based on a systematic review. Journal of NeuroEngineering and Rehabilitation, 11(111), doi:10.​1186/​1743-0003-11-111.
Zurück zum Zitat Einhorn, E., Langner, T., Stricker, R., Martin, C., & Gross, H.-M. (2012). MIRA - Middleware for robotic applications. In EEE/RSJ international conference on intelligent robots and systems (IROS) (pp. 2591–2598). Einhorn, E., Langner, T., Stricker, R., Martin, C., & Gross, H.-M. (2012). MIRA - Middleware for robotic applications. In EEE/RSJ international conference on intelligent robots and systems (IROS) (pp. 2591–2598).
Zurück zum Zitat Einhorn, E., & Gross, H.-M. (2015). Generic NDT mapping in dynamic environments and its application for lifelong SLAM. Robotics and Autonomous Systems, 69, 28–39.CrossRef Einhorn, E., & Gross, H.-M. (2015). Generic NDT mapping in dynamic environments and its application for lifelong SLAM. Robotics and Autonomous Systems, 69, 28–39.CrossRef
Zurück zum Zitat Eisenbach, M., Vorndran, A., Sorge, S., & Gross, H.-M. (2015). User recognition for guiding and following people with a mobile robot in a clinical environment. In IEEE/RSJ international conference on intelligent robots and systems (IROS) (pp. 3600–3607). Eisenbach, M., Vorndran, A., Sorge, S., & Gross, H.-M. (2015). User recognition for guiding and following people with a mobile robot in a clinical environment. In IEEE/RSJ international conference on intelligent robots and systems (IROS) (pp. 3600–3607).
Zurück zum Zitat Eisenbach, M., Kolarow, A., Vorndran, A., Niebling, J., & Gross, H.-M. (2015). Evaluation of multi feature fusion at score-level for appearance-based person re-identification. In International joint conference on neural networks (IJCNN 2015) (pp. 469–476). Eisenbach, M., Kolarow, A., Vorndran, A., Niebling, J., & Gross, H.-M. (2015). Evaluation of multi feature fusion at score-level for appearance-based person re-identification. In International joint conference on neural networks (IJCNN 2015) (pp. 469–476).
Zurück zum Zitat Feil-Seifer, D., & Mataric, M. (2011). Socially assistive robotics. IEEE Robotics and Automation Magazine, 1, 24–31.CrossRef Feil-Seifer, D., & Mataric, M. (2011). Socially assistive robotics. IEEE Robotics and Automation Magazine, 1, 24–31.CrossRef
Zurück zum Zitat Fischinger, D., Einramhof, P., Papoutsakis, K., Wohlkinger, W., Mayer, P., Panek, P., et al. (2014). Hobbit, a care robot supporting independent living at home: First prototype and lessons learned. Robotics and Autonomous Systems,. doi:10.1016/j.robot.2014.09.029. Fischinger, D., Einramhof, P., Papoutsakis, K., Wohlkinger, W., Mayer, P., Panek, P., et al. (2014). Hobbit, a care robot supporting independent living at home: First prototype and lessons learned. Robotics and Autonomous Systems,. doi:10.​1016/​j.​robot.​2014.​09.​029.
Zurück zum Zitat Fox, D., Burgard, W., & Thrun, S. (1997). The dynamic window approach to collision avoidance. IEEE Robotics and Automation Magazine, 4(1), 23–33.CrossRef Fox, D., Burgard, W., & Thrun, S. (1997). The dynamic window approach to collision avoidance. IEEE Robotics and Automation Magazine, 4(1), 23–33.CrossRef
Zurück zum Zitat Gross, H.-M., Boehme, H.-J., Schroeter, C., Mueller, S., Koenig, A., Martin, C., Merten, M., & Bley, A. (2008). Shopbot: Progress in developing an interactive mobile shopping assistant for everyday use. In IEEE international conference on systems, man, and cybernetics (SMC) (pp. 3471–3478). Gross, H.-M., Boehme, H.-J., Schroeter, C., Mueller, S., Koenig, A., Martin, C., Merten, M., & Bley, A. (2008). Shopbot: Progress in developing an interactive mobile shopping assistant for everyday use. In IEEE international conference on systems, man, and cybernetics (SMC) (pp. 3471–3478).
Zurück zum Zitat Gross, H.-M., Boehme, H.-J., Schroeter, C., Mueller, S., Koenig, A., Einhorn, E., Martin, C., Merten, M., & Bley, A. (2009). TOOMAS: Interactive shopping guide robots in everyday use-final implementation and experiences from long-term field trials. In IEEE/RSJ international conference on intelligent robots and systems (IROS) (pp. 2005–2012). Gross, H.-M., Boehme, H.-J., Schroeter, C., Mueller, S., Koenig, A., Einhorn, E., Martin, C., Merten, M., & Bley, A. (2009). TOOMAS: Interactive shopping guide robots in everyday use-final implementation and experiences from long-term field trials. In IEEE/RSJ international conference on intelligent robots and systems (IROS) (pp. 2005–2012).
Zurück zum Zitat Gross, H.-M., Schroeter, C., Mueller, S., Volkhardt, M., Einhorn, E., Bley, A., Langner, T., Merten, M., Huijnen, C., van den Heuvel, H., & van Berlo, A. (2012). Further progress towards a home robot companion for people with mild cognitive impairment. In IEEE international conference on systems, man, and cybernetics (SMC) (pp. 637–644). Gross, H.-M., Schroeter, C., Mueller, S., Volkhardt, M., Einhorn, E., Bley, A., Langner, T., Merten, M., Huijnen, C., van den Heuvel, H., & van Berlo, A. (2012). Further progress towards a home robot companion for people with mild cognitive impairment. In IEEE international conference on systems, man, and cybernetics (SMC) (pp. 637–644).
Zurück zum Zitat Gross, H.-M., Debes, K., Einhorn, E., Mueller, S., Scheidig, A., Weinrich, C., Bley, A., & Martin, C. (2014). Mobile robotic rehabilitation assistant for walking and orientation training of stroke patients: A report on work in progress. In IEEE international conference on systems, man, and cybernetics (SMC) (pp. 1880–1887). Gross, H.-M., Debes, K., Einhorn, E., Mueller, S., Scheidig, A., Weinrich, C., Bley, A., & Martin, C. (2014). Mobile robotic rehabilitation assistant for walking and orientation training of stroke patients: A report on work in progress. In IEEE international conference on systems, man, and cybernetics (SMC) (pp. 1880–1887).
Zurück zum Zitat Gross, H.-M., Mueller, S., Schroeter, Ch., Volkhardt, M., Scheidig, A., Debes, K., Richter, K., & Doering, N. (2015). Robot companion for domestic health assistance: Implementation, test and case study under everyday conditions in private apartments. In IEEE/RSJ international conference on intelligent robots and systems (IROS) (pp. 5992–5999). Gross, H.-M., Mueller, S., Schroeter, Ch., Volkhardt, M., Scheidig, A., Debes, K., Richter, K., & Doering, N. (2015). Robot companion for domestic health assistance: Implementation, test and case study under everyday conditions in private apartments. In IEEE/RSJ international conference on intelligent robots and systems (IROS) (pp. 5992–5999).
Zurück zum Zitat Hirata, Y., Hara, A., & Kosuge, K. (2007). Motion control of passive intelligent walker using servo brakes. IEEE Transactions on Robotics, 23(5), 981–990.CrossRef Hirata, Y., Hara, A., & Kosuge, K. (2007). Motion control of passive intelligent walker using servo brakes. IEEE Transactions on Robotics, 23(5), 981–990.CrossRef
Zurück zum Zitat Jacobs, T. , & Graf, B. (2012). Practical evaluation of service robots for support and routine tasks in an elderly care facility. In IEEE workshop on advanced robotics and its social impacts (ARSO) (pp. 46–49). Jacobs, T. , & Graf, B. (2012). Practical evaluation of service robots for support and routine tasks in an elderly care facility. In IEEE workshop on advanced robotics and its social impacts (ARSO) (pp. 46–49).
Zurück zum Zitat Jensen, B., Tomatis, N., Mayor, L., Drygajlo, A., & Siegwart, R. (2005). Robots meet humans-interaction in public spaces. IEEE Transactions on Industrial Electronics, 52(6), 1530–1546.CrossRef Jensen, B., Tomatis, N., Mayor, L., Drygajlo, A., & Siegwart, R. (2005). Robots meet humans-interaction in public spaces. IEEE Transactions on Industrial Electronics, 52(6), 1530–1546.CrossRef
Zurück zum Zitat Kennedy, E.R. (1995). Particle swarm optimization. In IEEE international conference on neural networks (ICNN) (pp. 1942–1948). Kennedy, E.R. (1995). Particle swarm optimization. In IEEE international conference on neural networks (ICNN) (pp. 1942–1948).
Zurück zum Zitat Kulyukin, V., Gharpure, C., & Nicholson, J. (2005). RoboCart: Toward robot-assisted navigation of grocery stores by the visually impaired. In IEEE/RSJ international conference on intelligent robots and systems (IROS) (pp. 2845–2850). Kulyukin, V., Gharpure, C., & Nicholson, J. (2005). RoboCart: Toward robot-assisted navigation of grocery stores by the visually impaired. In IEEE/RSJ international conference on intelligent robots and systems (IROS) (pp. 2845–2850).
Zurück zum Zitat Magnusson, M., Nüchter, A., Lörken, C., Lilienthal, A., & Hertzberg, J. (2009). Evaluation of 3D registration reliability and speed - a comparison of ICP and NDT. In IEEE international conference on robotics and automation (ICRA) (pp. 3907–3912). Magnusson, M., Nüchter, A., Lörken, C., Lilienthal, A., & Hertzberg, J. (2009). Evaluation of 3D registration reliability and speed - a comparison of ICP and NDT. In IEEE international conference on robotics and automation (ICRA) (pp. 3907–3912).
Zurück zum Zitat Quigley, M., Gerkey, B., Conley, K., Faust, J., Foote, T., Leibs, J., Berger, E., Wheeler, R., & Ng, A. (2009). ROS: An open-source robot operating system. In ICRA workshop on open source software. Quigley, M., Gerkey, B., Conley, K., Faust, J., Foote, T., Leibs, J., Berger, E., Wheeler, R., & Ng, A. (2009). ROS: An open-source robot operating system. In ICRA workshop on open source software.
Zurück zum Zitat Philippsen, R., & Siegwart, R. (2005). An interpolated dynamic navigation function. In IEEE international conference on robotics and automation (ICRA) (pp. 3782–3789). Philippsen, R., & Siegwart, R. (2005). An interpolated dynamic navigation function. In IEEE international conference on robotics and automation (ICRA) (pp. 3782–3789).
Zurück zum Zitat Rodriguez-Losada, D., Matia, F., Jimenez, A., Galan, R., & Lacey, G. (2005). Implementing map based navigation in Guido, the robotic smartwalker. In IEEE international conference on robotics and automation (ICRA) (pp. 3390–3395). Rodriguez-Losada, D., Matia, F., Jimenez, A., Galan, R., & Lacey, G. (2005). Implementing map based navigation in Guido, the robotic smartwalker. In IEEE international conference on robotics and automation (ICRA) (pp. 3390–3395).
Zurück zum Zitat Ross, A., & Nandakumar, K. (2009). Encyclopedia of biometrics. New York: Springer. Ross, A., & Nandakumar, K. (2009). Encyclopedia of biometrics. New York: Springer.
Zurück zum Zitat Stoyanov, T., Magnusson, M., Almqvist, H., & Lilienthal, A. (2011). On the accuracy of the 3D normal distributions transform as a tool for spatial representation. In IEEE international conference on robotics and automation (ICRA) (pp. 4080–4085). Stoyanov, T., Magnusson, M., Almqvist, H., & Lilienthal, A. (2011). On the accuracy of the 3D normal distributions transform as a tool for spatial representation. In IEEE international conference on robotics and automation (ICRA) (pp. 4080–4085).
Zurück zum Zitat Schroeter, Ch., Mueller, S., Volkhardt, M., Einhorn, E., Huijnen, C., van den Heuvel, H., van Berlo, A., Bley, A., & Gross, H.-M. (2013). Realization and user evaluation of a companion robot for people with mild cognitive impairments. In IEEE international conference on robotics and automation (ICRA) (pp. 1145–1151). Schroeter, Ch., Mueller, S., Volkhardt, M., Einhorn, E., Huijnen, C., van den Heuvel, H., van Berlo, A., Bley, A., & Gross, H.-M. (2013). Realization and user evaluation of a companion robot for people with mild cognitive impairments. In IEEE international conference on robotics and automation (ICRA) (pp. 1145–1151).
Zurück zum Zitat Shiomi, M., Zanlungo, F., Hayashi, K., & Kanda, T. (2014). Towards a socially acceptable collision avoidance for a mobile robot navigating among pedestrians using a pedestrian model. International Journal on Social Robotics, 6(3), 443–455. Shiomi, M., Zanlungo, F., Hayashi, K., & Kanda, T. (2014). Towards a socially acceptable collision avoidance for a mobile robot navigating among pedestrians using a pedestrian model. International Journal on Social Robotics, 6(3), 443–455.
Zurück zum Zitat Stricker, R., Mueller, S., Einhorn, E., Schroeter, C., Volkhardt, M., Debes, K., & Gross, H.-M. (2012). Konrad and Suse, two robots guiding visitors in a university building. In Autonomous mobile systems (AMS), informatik aktuell (pp. 49–58). New York: Springer. Stricker, R., Mueller, S., Einhorn, E., Schroeter, C., Volkhardt, M., Debes, K., & Gross, H.-M. (2012). Konrad and Suse, two robots guiding visitors in a university building. In Autonomous mobile systems (AMS), informatik aktuell (pp. 49–58). New York: Springer.
Zurück zum Zitat Triebel, R., Arras, K., Alami, R., et al. (2015). SPENCER: A socially aware service robot for passenger guidance and help in busy airports. In Field and service robotics (FSR). Triebel, R., Arras, K., Alami, R., et al. (2015). SPENCER: A socially aware service robot for passenger guidance and help in busy airports. In Field and service robotics (FSR).
Zurück zum Zitat Trinh, T., Schroeter, Ch., Kessler, J., & Gross, H.-M. (2015). “Go ahead, please”: Recognition and resolution of conflict situations in narrow passages for polite mobile robot navigation. In International conference on social robotics (ICSR) (pp. 643–653). Trinh, T., Schroeter, Ch., Kessler, J., & Gross, H.-M. (2015). “Go ahead, please”: Recognition and resolution of conflict situations in narrow passages for polite mobile robot navigation. In International conference on social robotics (ICSR) (pp. 643–653).
Zurück zum Zitat Volkhardt, M., Weinrich, C., & Gross, H.-M. (2013). People tracking on a mobile companion robot. In IEEE international conference on systems, man, and cybernetics (SMC) (pp. 4354–4359). Volkhardt, M., Weinrich, C., & Gross, H.-M. (2013). People tracking on a mobile companion robot. In IEEE international conference on systems, man, and cybernetics (SMC) (pp. 4354–4359).
Zurück zum Zitat Wade, E., Parnandi, A., Mead, R., & Mataric, M. (2011). Socially assistive robotics for guiding motor task practice. Journal of Behavioral Robotics, 2(4), 218–227. Wade, E., Parnandi, A., Mead, R., & Mataric, M. (2011). Socially assistive robotics for guiding motor task practice. Journal of Behavioral Robotics, 2(4), 218–227.
Zurück zum Zitat Weinrich, C., Vollmer, C., & Gross, H.-M. (2012). Estimation of human upper body orientation for mobile robotics using an svm decision tree on monocular images. In IEEE/RSJ international conference on intelligent robots and systems (IROS) (pp. 2147–2152). Weinrich, C., Vollmer, C., & Gross, H.-M. (2012). Estimation of human upper body orientation for mobile robotics using an svm decision tree on monocular images. In IEEE/RSJ international conference on intelligent robots and systems (IROS) (pp. 2147–2152).
Zurück zum Zitat Weinrich, C., Wengefeld, T., Schroeter, C., & Gross, H.-M. (2014). People detection and distinction of their walking aids in 2D laser range data based on generic distance-invariant features. In IEEE International symposium on robot and human interactive communication (RO-MAN) (pp. 767–773). Weinrich, C., Wengefeld, T., Schroeter, C., & Gross, H.-M. (2014). People detection and distinction of their walking aids in 2D laser range data based on generic distance-invariant features. In IEEE International symposium on robot and human interactive communication (RO-MAN) (pp. 767–773).
Zurück zum Zitat Weiss, A., Bernhaupt, R., & Tschegili, M. (2011). The USUS evaluation framework for user-centred HRI. In International symposium on new frontiers in human-robot-interaction (pp. 125–147). Amsterdam: John Benjamins. Weiss, A., Bernhaupt, R., & Tschegili, M. (2011). The USUS evaluation framework for user-centred HRI. In International symposium on new frontiers in human-robot-interaction (pp. 125–147). Amsterdam: John Benjamins.
Metadaten
Titel
ROREAS: robot coach for walking and orientation training in clinical post-stroke rehabilitation—prototype implementation and evaluation in field trials
verfasst von
Horst-Michael Gross
Andrea Scheidig
Klaus Debes
Erik Einhorn
Markus Eisenbach
Steffen Mueller
Thomas Schmiedel
Thanh Q. Trinh
Christoph Weinrich
Tim Wengefeld
Andreas Bley
Christian Martin
Publikationsdatum
24.02.2016
Verlag
Springer US
Erschienen in
Autonomous Robots / Ausgabe 3/2017
Print ISSN: 0929-5593
Elektronische ISSN: 1573-7527
DOI
https://doi.org/10.1007/s10514-016-9552-6

Weitere Artikel der Ausgabe 3/2017

Autonomous Robots 3/2017 Zur Ausgabe

Neuer Inhalt