Skip to main content

2015 | OriginalPaper | Buchkapitel

Multi-disciplinary Design and In-Home Evaluation of Kinect-Based Exercise Coaching System for Elderly

verfasst von : Gregorij Kurillo, Ferda Ofli, Jennifer Marcoe, Paul Gorman, Holly Jimison, Misha Pavel, Ruzena Bajcsy

Erschienen in: Human Aspects of IT for the Aged Population. Design for Everyday Life

Verlag: Springer International Publishing

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

search-config
loading …

Abstract

Physical activity is recognized as one of the most effective measures to reduce risk of injury and to improve the quality of life in elderly. Many of the elderly however lack the motivation, confidence and skills to engage in regular exercise activity. One of the promising approaches is semi-automated coaching that combines exercise monitoring and interaction with a health coach. To gain a better understanding of the needs and challenges faced by the elderly when using such systems, we developed Kinect-based interactive exercise system to encourage healthy behavior and increase motivation to exercise. We present the multi-disciplinary design process and evaluation of the developed system in a home environment where various real-world challenges had to be overcome.

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!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
2.
Zurück zum Zitat Sun, F., Norman, I., While, A.: Physical activity in older people: a systematic review. BMC Public Health 13(1), 17 (2013)CrossRef Sun, F., Norman, I., While, A.: Physical activity in older people: a systematic review. BMC Public Health 13(1), 17 (2013)CrossRef
3.
Zurück zum Zitat Sinclair, J., Hingston, P., Masek, M.: Considerations for the design of exergames. In: Proceedings of the 5th International Conference on Computer Graphics and Interactive Techniques in Australia and Southeast Asia (GRAPHITE 2007), Perth, Australia (2007) Sinclair, J., Hingston, P., Masek, M.: Considerations for the design of exergames. In: Proceedings of the 5th International Conference on Computer Graphics and Interactive Techniques in Australia and Southeast Asia (GRAPHITE 2007), Perth, Australia (2007)
4.
Zurück zum Zitat Doyle, J., Kelly, D., Caulfield, B.: Design considerations in therapeutic exergaming. In: Proceedings of 5th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth) and Workshops (2011) Doyle, J., Kelly, D., Caulfield, B.: Design considerations in therapeutic exergaming. In: Proceedings of 5th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth) and Workshops (2011)
5.
Zurück zum Zitat Ganesan, S., Anthony, L.: Using the Kinect to encourage older adults to exercise: a prototype. In: CHI 2012 Extended Abstracts on Human Factors in Computing Systems (2012) Ganesan, S., Anthony, L.: Using the Kinect to encourage older adults to exercise: a prototype. In: CHI 2012 Extended Abstracts on Human Factors in Computing Systems (2012)
6.
Zurück zum Zitat Pisan, Y., Marin, J.G., Navarro, K.F.: Improving lives: using Microsoft Kinect to predict the loss of balance for elderly users under cognitive load. In: Proceedings of the 9th Australasian Conference on Interactive Entertainment: Matters of Life and Death (2013) Pisan, Y., Marin, J.G., Navarro, K.F.: Improving lives: using Microsoft Kinect to predict the loss of balance for elderly users under cognitive load. In: Proceedings of the 9th Australasian Conference on Interactive Entertainment: Matters of Life and Death (2013)
7.
Zurück zum Zitat Larsen, L.H., Schou, L., Lund, H.H., Langberg, H.: The physical effect of exergames in healthy elderly – a systematic review. Games Health J. 2(4), 205–212 (2013)CrossRef Larsen, L.H., Schou, L., Lund, H.H., Langberg, H.: The physical effect of exergames in healthy elderly – a systematic review. Games Health J. 2(4), 205–212 (2013)CrossRef
8.
Zurück zum Zitat Miller, K.J., Adair, B.S., Pearce, A.J., Said, C.M., Ozanne, E., Morris, M.M.: Effectiveness and feasibility of virtual reality and gaming system use at home by older adults for enabling physical activity to improve health-related domains: a systematic review. Age Ageing 43(2), 188–195 (2013)CrossRef Miller, K.J., Adair, B.S., Pearce, A.J., Said, C.M., Ozanne, E., Morris, M.M.: Effectiveness and feasibility of virtual reality and gaming system use at home by older adults for enabling physical activity to improve health-related domains: a systematic review. Age Ageing 43(2), 188–195 (2013)CrossRef
9.
Zurück zum Zitat Jimison, H.B., Pavel, M.: Integrating computer-based health coaching into elder home care. In: Technology and Aging. Assistive Technology Research Series, vol. 21, pp. 122–129. IOS Press (2008) Jimison, H.B., Pavel, M.: Integrating computer-based health coaching into elder home care. In: Technology and Aging. Assistive Technology Research Series, vol. 21, pp. 122–129. IOS Press (2008)
10.
Zurück zum Zitat Ofli, F., Kurillo, G., Obdrzalek, S., Bajcsy, R., Jimison, H., Pavel, M.: Design and evaluation of an interactive exercise coaching system for older adults: lessons learned. IEEE J. Biomed. Health Inform. (2015, accepted) Ofli, F., Kurillo, G., Obdrzalek, S., Bajcsy, R., Jimison, H., Pavel, M.: Design and evaluation of an interactive exercise coaching system for older adults: lessons learned. IEEE J. Biomed. Health Inform. (2015, accepted)
11.
Zurück zum Zitat Obdržálek, Š., Kurillo, G., Ofli, F., Bajcsy, R., Seto, E., Jimison, H., Pavel, M.: Accuracy and robustness of Kinect pose estimation in the context of coaching of elderly population. In: Proceedings of 34th International Conference of the IEEE Engineering in Medicine and Biology Society (EMBEC), San Diego, CA (2012) Obdržálek, Š., Kurillo, G., Ofli, F., Bajcsy, R., Seto, E., Jimison, H., Pavel, M.: Accuracy and robustness of Kinect pose estimation in the context of coaching of elderly population. In: Proceedings of 34th International Conference of the IEEE Engineering in Medicine and Biology Society (EMBEC), San Diego, CA (2012)
12.
Zurück zum Zitat Caspersen, C.J., Powell, K.E., Christenson, G.M.: Physical activity, exercise and physical fitness: definitions and distinctions for health-related research. Public Health Rep. 100(2), 126–131 (1985) Caspersen, C.J., Powell, K.E., Christenson, G.M.: Physical activity, exercise and physical fitness: definitions and distinctions for health-related research. Public Health Rep. 100(2), 126–131 (1985)
13.
Zurück zum Zitat Zhang, Z.: Microsoft Kinect sensor and its effect. IEEE Multimedia 19(2), 4–10 (2012)CrossRef Zhang, Z.: Microsoft Kinect sensor and its effect. IEEE Multimedia 19(2), 4–10 (2012)CrossRef
Metadaten
Titel
Multi-disciplinary Design and In-Home Evaluation of Kinect-Based Exercise Coaching System for Elderly
verfasst von
Gregorij Kurillo
Ferda Ofli
Jennifer Marcoe
Paul Gorman
Holly Jimison
Misha Pavel
Ruzena Bajcsy
Copyright-Jahr
2015
DOI
https://doi.org/10.1007/978-3-319-20913-5_10

Neuer Inhalt