LivingCare - An autonomously learning, human centered home automation system: Collection and preliminary analysis of a large dataset of real living situations

Publikation: Beiträge in SammelwerkenAufsätze in SammelwerkenForschungbegutachtet

Authors

Within the scope of LivingCare, a BMBF funded research project, a real senior residence was equipped with a large amount of home automation sensors. More than sixty sensors and actuators were installed in this apartment. This automa-tion system is working totally passive in the background. It doesn't perform any actions. All actions performed by hu-mans like switching light on or off, setting the temperature and the usage of electric devices like TVs will only be recorded as data and not performed by the system. This data is collected over a period of 18 months. Thus, one of the largest mobility and characteristics datasets based on home automation sensors will be acquired. This data will be the foundation for developing autonomously learning algorithms. During the second project phase these algorithms will start to control functions of the home automation system. The projects objective is to develop an autonomously learning home automation system that automatically adapts to the resident's behavior. The system will be able to grow with the users needs. With all the possible data collected it will be able to support daily actions, recognize behavior changes over timer and will be able to call help in emergency situations.
OriginalspracheEnglisch
TitelAmbient Assisted Living : 9. AAL-Kongress, Frankfurt/M, Germany, April 20 - 21, 2016
HerausgeberReiner Wichert, Beate Mand
Anzahl der Seiten18
ErscheinungsortCham
VerlagSpringer International Publishing
Erscheinungsdatum2017
Seiten55-72
ISBN (Print)978-3-319-52321-7
ISBN (elektronisch)978-3-319-52322-4
DOIs
PublikationsstatusErschienen - 2017

Zugehörige Projekte

  • LivingCare - Ein autonom lernendes Automatisierungssystem für nachhaltiges und altersgerechtes Wohnen

    Projekt: Forschung

DOI

Zuletzt angesehen

Publikationen

  1. Artistic exchanges across Afro-Eurasia
  2. Stranger Things
  3. Site use of grazing cattle and sheep in a large-scale pasture landscape
  4. Article 67 CISG
  5. The counter-revolution is really televised …
  6. The Video Game Industry: Formation, Present State, and Future, Peter Zackariasson and Timothy Wilson (eds) (2012) New York: Routledge
  7. Media Organize: A Companion to Technological Objects
  8. Art. 74: The "grossly unreasonable" unilateral determination of price or other contract terms and its substitution under the proposed Art 74 CESL
  9. Transnational collaboration for sustainability in higher education
  10. Can the business model of Handelsbanken be an archetype for small and medium sized banks?
  11. Using the three horizons approach to explore pathways towards positive futures for agricultural landscapes with rich biodiversity
  12. Cooperation, Trust and Performance
  13. High-Priced and Dangerous
  14. Mobility, Media, and the Experiences of Airbnb’s Aesthetic Regime
  15. Wigmorian Copyright
  16. Acute effects of resistance training at different range of motions on plantar flexion mechanical properties and force
  17. Anleihekommunikation in der Unternehmenspraxis
  18. Einleitung
  19. An assessment of The Natural Step theory of sustainability
  20. Education for Sustainable Development – European Approaches
  21. Entrepreneurship training in developing countries
  22. Unveiling the Bounty
  23. Costs of Inaction and Costs of Action in Climate Protection
  24. Ansatzkonzeptionen
  25. Aí é orixá!
  26. In situ compressive investigations on the effects of solid solution Gd on the texture and lattice strain evolution of Mg
  27. Role of SiC in grain refinement of aluminum-free Mg-Zn alloys