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.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
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)
Seymour, S.: Fashionable Technology: The Intersection of Design, Fashion, Science, and Technology, 1st edn. Springer Publishing Company, Heidelberg (2008)
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)
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)
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
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)
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
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)
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)
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)
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)
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
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)
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)
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
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)
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
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)
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)
Tan, H.Z., Slivovsky, L.A., Pentland, A.: A sensing chair using pressure distribution sensors. IEEE/ASME Trans. Mechatron. 6(3), 261–268 (2001)
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)
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
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)
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
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
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)
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)
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
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)
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)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights 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)