The Capacitive Chair

作者: Andreas Braun , Sebastian Frank , Reiner Wichert

DOI: 10.1007/978-3-319-20804-6_36

关键词:

摘要: Modern office work often consists of spending long hours in a sitting position. This can cause number health-related issues, including chronic back pain. Ergonomic requires suitably adjusted chairs and switching through variety different positions throughout the day. Smart furniture support this positive behavior, by recognizing poses activities giving suitable feedback to occupant. In we present Capacitive Chair. A capacitive proximity sensors are integrated into regular chair sense various physiological parameters, ranging from pose activity levels or breathing rate recognition. We discuss sensor layouts processing methods that enable detecting levels, posture rate. The system is evaluated two user studies test recognition week poses.

参考文章(14)
Andreas Braun, Reiner Wichert, Arjan Kuijper, Dieter W. Fellner, Capacitive Proximity Sensing in Smart Environments Journal of Ambient Intelligence and Smart Environments. ,vol. 7, pp. 483- 510 ,(2015) , 10.3233/AIS-150324
Nong Ye, Support Vector Machines CRC Press. pp. 91- 115 ,(2013) , 10.1201/B15288-8
Maxim Djakow, Andreas Braun, Alexander Marinc, MoviBed - Sleep Analysis Using Capacitive Sensors international conference on universal access in human-computer interaction. pp. 171- 181 ,(2014) , 10.1007/978-3-319-07509-9_17
John C. Platt, Fast training of support vector machines using sequential minimal optimization Advances in kernel methods. pp. 185- 208 ,(1999)
BSCH OLKOPF, C Burges, A Smola, Advances in kernel methods: support vector learning international conference on neural information processing. ,(1999) , 10.5555/299094
Andreas Braun, Application and validation of capacitive proximity sensing systems in smart environments Journal of Ambient Intelligence and Smart Environments. ,vol. 7, pp. 693- 694 ,(2015) , 10.3233/AIS-150341
T. Grosse-Puppendahl, Y. Berghoefer, A. Braun, R. Wimmer, A. Kuijper, OpenCapSense: A rapid prototyping toolkit for pervasive interaction using capacitive sensing ieee international conference on pervasive computing and communications. pp. 152- 159 ,(2013) , 10.1109/PERCOM.2013.6526726
M.A. Hearst, S.T. Dumais, E. Osuna, J. Platt, B. Scholkopf, Support vector machines IEEE Intelligent Systems & Their Applications. ,vol. 13, pp. 18- 28 ,(1998) , 10.1109/5254.708428
O. L. Wade, Movements of the thoracic cage and diaphragm in respiration* The Journal of Physiology. ,vol. 124, pp. 193- 212 ,(1954) , 10.1113/JPHYSIOL.1954.SP005099