Skip to main content

E-Textile Couch: Towards Smart Garments Integrated Furniture

  • Conference paper
  • First Online:

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 10217))

Abstract

Application areas like health-care and smart environments have greatly benefited from embedding sensors into every-day-objects, enabling for example sleep apnea detection. We propose to further integrate parts of sensors into the very own materials of the objects. Thus, in this work we explore integrating smart garments into furniture using a couch as our use-case. Equipped with textile capacitive sensing electrodes, we show that our prototype outperforms existing systems achieving an F-measure of 94.1%. Furthermore, we discuss implications and limitation of the integration process.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

References

  1. Holleis, P., Schmidt, A., Paasovaara, S., Puikkonen, A., Häkkilä, J.: Evaluating capacitive touch input on clothes. In: Proceedings of the 10th International Conference on Human Computer Interaction with Mobile Devices and Services, MobileHCI 2008, pp. 81–90. ACM, New York (2008)

    Google Scholar 

  2. Seymour, S.: Fashionable Technology: The Intersection of Design, Fashion, Science, and Technology, 1st edn. Springer Publishing Company, Heidelberg (2008)

    Book  Google Scholar 

  3. Schneegass, S., Voit, A,: GestureSleeve: using touch sensitive fabrics for gestural input on the forearm for controlling smartwatches. In: Proceedings of the 2016 ACM International Symposium on Wearable Computers, ISWC 2016, pp. 108–115. ACM, New York (2016)

    Google Scholar 

  4. Hamdan, N.A.-H., Blum, J.R., Heller, F., Kosuru, R.K., Borchers, J.: Grabbing at an angle: menu selection for fabric interfaces. In: Proceedings of the 2016 ACM International Symposium on Wearable Computers, ISWC 2016, pp. 1–7. ACM, New York (2016)

    Google Scholar 

  5. Singh, G., Nelson, A., Robucci, R., Patel, C., Banerjee, N.: Inviz: low-power personalized gesture recognition using wearable textile capacitive sensor arrays. In: 2015 IEEE International Conference on Pervasive Computing and Communications (PerCom), pp. 198–206, March 2015

    Google Scholar 

  6. Wang, Q., Toeters, M., Chen, W., Timmermans, A., Markopoulos, P.: Zishi: A smart garment for posture monitoring. In: Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems, CHI EA 2016, pp. 3792–3795. ACM, New York (2016)

    Google Scholar 

  7. Zhou, B., Sundholm, M., Cheng, J., Cruz, H., Lukowicz, P.: Never skip leg day: A novel wearable approach to monitoring gym leg exercises. In: 2016 IEEE International Conference on Pervasive Computing and Communications (PerCom), pp. 1–9, March 2016

    Google Scholar 

  8. Dementyev, A.: Towards self-aware materials. In: Proceedings of the TEI 2016: Tenth International Conference on Tangible, Embedded, and Embodied Interaction, TEI 2016, pp. 685–688. ACM, New York (2016)

    Google Scholar 

  9. Poupyrev, I., Gong, N.-W., Fukuhara, S., Emre Karagozler, M., Schwesig, C., Robinson, K. E.: Project Jacquard: interactive digital textiles at scale. In: Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, CHI 2016, pp. 4216–4227. ACM, New York (2016)

    Google Scholar 

  10. Mennicken, S., Bernheim Brush, A.J., Roseway, A., Scott, J.: Finding roles for interactive furniture in homes with Emotocouch. In: Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication, UbiComp 2014 Adjunct, pp. 923–930. ACM, New York (2014)

    Google Scholar 

  11. Mennicken, S., Bernheim Brush, A.J., Roseway, A., Scott, J.: Exploring interactive furniture with EmotoCouch. In: Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication, UbiComp 2014 Adjunct, pp. 307–310. ACM, New York (2014)

    Google Scholar 

  12. Rus, S., Sahbaz, M., Braun, A., Kuijper, A.: Design factors for flexible capacitive sensors in ambient intelligence. In: Ruyter, B., Kameas, A., Chatzimisios, P., Mavrommati, I. (eds.) AmI 2015. LNCS, vol. 9425, pp. 77–92. Springer, Heidelberg (2015). doi:10.1007/978-3-319-26005-1_6

    Chapter  Google Scholar 

  13. Xu, X., Lin, F., Wang, A., Hu, Y., Huang, M.C., Xu, W.: Body-earth mover’s distance: a matching-based approach for sleep posture recognition. IEEE Trans. Biomed. Circ. Syst. 10(5), 1023–1035 (2016)

    Article  Google Scholar 

  14. Enokibori, Y., Ito, Y., Suzuki, A., Mizuno, H., Shimakami, Y., Kawabe, T., Mase,K.: Spirovest: An E-textile-based wearable spirometer with posture change adaptability. In: Proceedings of the 2013 ACM Conference on Pervasive and Ubiquitous Computing Adjunct Publication, UbiComp 2013 Adjunct, pp. 203–206. ACM, New York (2013)

    Google Scholar 

  15. Braun, A., Frank, S., Wichert, R.: The capacitive chair. In: Streitz, N., Markopoulos, P. (eds.) DAPI 2015. LNCS, vol. 9189, pp. 397–407. Springer, Cham (2015). doi:10.1007/978-3-319-20804-6_36

    Chapter  Google Scholar 

  16. Chang, W.-Y., Chen, C.-C., Chang, C.-C., Yang, C.-L.: An enhanced sensing application based on a flexible projected capacitive-sensing mattress. Sensors 14(4), 6922–6937 (2014)

    Article  Google Scholar 

  17. Djakow, M., Braun, A., Marinc, A.: MoviBed - sleep analysis using capacitive sensors. In: Stephanidis, C., Antona, M. (eds.) UAHCI 2014. LNCS, vol. 8516, pp. 171–181. Springer, Heidelberg (2014). doi:10.1007/978-3-319-07509-9_17

    Chapter  Google Scholar 

  18. Rus, S., Grosse-Puppendahl, T., Kuijper, A.: Recognition of bed postures using mutual capacitance sensing. In: Aarts, E., et al. (eds.) AmI 2014. LNCS, vol. 8850, pp. 51–66. Springer, Cham (2014)

    Google Scholar 

  19. Liu, J.J., Xu, W., Huang, M.-C., Alshurafa, N., Sarrafzadeh, M., Raut, N., Yadegar, B.: A dense pressure sensitive bedsheet design for unobtrusive sleep posture monitoring. In: IEEE International Conference on Pervasive Computing and Communications (PerCom), p. 22 (2013)

    Google Scholar 

  20. Tan, H.Z., Slivovsky, L.A., Pentland, A.: A sensing chair using pressure distribution sensors. IEEE/ASME Trans. Mechatron. 6(3), 261–268 (2001)

    Article  Google Scholar 

  21. Shirehjini, A.A.N., Yassine, A., Shirmohammadi, S.: Design and implementation of a system for body posture recognition. Multimedia Tools Appl. 70(3), 1637–1650 (2014)

    Article  Google Scholar 

  22. Braun, A., Schembri, I., Frank, S.: ExerSeat - sensor-supported exercise system for Ergonomic microbreaks. In: Ruyter, B., Kameas, A., Chatzimisios, P., Mavrommati, I. (eds.) AmI 2015. LNCS, vol. 9425, pp. 236–251. Springer, Heidelberg (2015). doi:10.1007/978-3-319-26005-1_16

    Chapter  Google Scholar 

  23. Braun, A., Frank, S., Majewski, M., Wang, X.: Capseat: capacitive proximity sensing for automotive activity recognition. In: Proceedings of the 7th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, AutomotiveUI 2015, pp. 225–232. ACM, New York (2015)

    Google Scholar 

  24. Kivikunnas, S., Strmmer, E., Korkalainen, M., Heikkil, T., Haverinen, M.: Sensing sofa and its ubiquitous use. In: 2010 International Conference on Information and Communication Technology Convergence (ICTC), pp. 559–562, November 2010

    Google Scholar 

  25. Große-Puppendahl, T.A., Marinc, A., Braun, A.: Classification of user postures with capacitive proximity sensors in AAL-environments. In: Keyson, D.V., Maher, M.L., Streitz, N., Cheok, A., Augusto, J.C., Wichert, R., Englebienne, G., Aghajan, H., Kröse, B.J.A. (eds.) AmI 2011. LNCS, vol. 7040, pp. 314–323. Springer, Heidelberg (2011). doi:10.1007/978-3-642-25167-2_43

    Chapter  Google Scholar 

  26. Heikkil, T., Strmmer, E., Kivikunnas, S., Jrviluoma, M., Korkalainen, M., Kyllnen, V., Sarjanoja, E.M., Peltomaa, I.: Low intrusive Ehealth monitoring: human posture and activity level detection with an intelligent furniture network. IEEE Wirel. Commun. 20(4), 57–63 (2013)

    Article  Google Scholar 

  27. Pohl, H., Hettig, M., Karras, O., Ötztürk, H., Rohs, M.: CapCouch: home control with a posture-sensing couch. In: Adjunct Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, UbiComp/ISWC2015 Adjunct, pp. 229–232. ACM, New York (2015)

    Google Scholar 

  28. Grosse-Puppendahl, T., Berghoefer, Y., Braun, A., Wimmer, R., Kuijper, A.: OpenCapSense: a rapid prototyping toolkit for pervasive interaction using capacitive sensing. In: IEEE International Conference on Pervasive Computing and Communications (PerCom), pp. 152–159, March 2013

    Google Scholar 

  29. Hall, M., Frank, E., Holmes, G., Pfahringer, B., Reutemann, P., Witten, I.H.: The WEKA data mining software: an update. SIGKDD Explor. Newsl. 11(1), 10–18 (2009)

    Article  Google Scholar 

  30. Tsuruta, M., Nakamae, S., Shizuki, B.: RootCap: touch detection on multi-electrodes using single-line connected capacitive sensing. In: Proceedings of the 2016 ACM on Interactive Surfaces and Spaces, ISS 2016, pp. 23–32. ACM, New York (2016)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Silvia Rus .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2017 Springer International Publishing AG

About this paper

Cite this paper

Rus, S., Braun, A., Kuijper, A. (2017). E-Textile Couch: Towards Smart Garments Integrated Furniture. In: Braun, A., Wichert, R., Maña, A. (eds) Ambient Intelligence. AmI 2017. Lecture Notes in Computer Science(), vol 10217. Springer, Cham. https://doi.org/10.1007/978-3-319-56997-0_17

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-56997-0_17

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-56996-3

  • Online ISBN: 978-3-319-56997-0

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics