An educational and research kit for activity and context recognition from on-body sensors

2010 International Conference on Body Sensor Networks, BSN 2010

Volumn , Issue , 2010, Pages 277-282

  Roggen, Daniel ^a   Bächlin, Marc ^a   Schümm, Johannes ^a   Holleczek, Thomas ^a   Lombriser, Clemensx ^a   Tröster, Gerhard ^a   Widmer, Lars ^a   Majoe, Dennis ^a   Gutknecht, Jürg ^a  

^a ETH ZURICH   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVITY RECOGNITION; CONTEXT RECOGNITION; HARDWARE AND SOFTWARE; LOW-LATENCY; MULTIPLE SENSORS; ON-BODY; OPEN-SOURCE; PROTOTYPING; SOFTWARE INFRASTRUCTURE; SYNCHRONIZED DATA; USER ACTIVITY; WEARABLE SENSORS; WIRELESS SENSOR NODE;

COMPUTER SOFTWARE; DATA VISUALIZATION; ELECTRIC NETWORK SYNTHESIS; HIDDEN MARKOV MODELS; SENSOR NETWORKS; SENSOR NODES; TELECOMMUNICATION EQUIPMENT; VISUALIZATION; WIRELESS SENSOR NETWORKS;

GESTURE RECOGNITION;

EID: 77955207933     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BSN.2010.35     Document Type: Conference Paper

References (20)

1. N. Davies, D. P. Siewiorek, and R. Sukthankar, "Special issue: Activity-based computing," IEEE Pervasive Computing, vol.7, no.2, pp. 20-21, 2008.
2. S. Kallio, J. Kela, P. Korpipää, and J. Mäntyjärvi, "User independent gesture interaction for small handheld devices," International Journal of Pattern Recognition and Artificial Intelligence, vol.20, no.4, pp. 505-524, 2006.
3. T. Stiefmeier, D. Roggen, G. Ogris, P. Lukowicz, and G. Tröster, "Wearable activity tracking in car manufacturing," IEEE Pervasive Computing, vol.7, no.2, pp. 42-50, 2008.
4. T. Chaudhury, J. Lester, and G. Borriello, "Assessing wellness by sensing everyday activities and interactions," in Workshop Proceedings HCI Challenges in Health Assessment (Conference on Human Factors in Computing Systems), 2005.
5. T. Westeyn, H. Brashear, A. Atrash, and T. Starner, "Georgia tech gesture toolkit: Supporting experiments in gesture recognition," in Int. Conf. on Perceptive and Multimodal User Interfaces, 2003, pp. 85-92.
6. J. Kukkonen, E. Lagerspetz, P. Nurmi, and M. Andersson, "BeTelGeuse: A platform for gathering and processing situational data," IEEE Pervasive Computing, vol.8, no.2, pp. 49-56, 2009.
7. G. Fortino, A. Guerrieri, F. L. Bellifemine, and R. Giannantonio, "SPINE2: Developing BSN applications on heterogeneous sensor nodes," in Proc. IEEE Symposium on Industrial Embedded Systems SIES2009, 2009.
8. C. Lombriser, M. Rossi, A. Breitenmoser, D. Roggen, and G. Tröster, "Recognizing context for pervasive applications with the titan framework," Wearable Computing Laboratory, ETH Zurich, Tech. Rep., 2009.
9. D. Bannach, O. Amft, and P. Lukowicz, "Rapid prototyping of activity recognition applications," IEEE Pervasive Computing, vol.7, no.2, pp. 22-31, 2008.
10. M. Bächlin, D. Roggen, and G. Tröster, "Context-aware platform for long-term life style management and medical signal analysis," in In Proceeding of the 2nd SENSATION International Conference, Chania, Greece, June 2007.
11. J. Schumm, C. Setz, M. Bächlin, M. Bächler, B. Arnrich, and G. Tröster, "Unobtrusive physiological monitoring in an airplane seat," In print: Journal of Personal and Ubiquitous Computing, 2009.
12. T. Westeyn, P. Presti, J. Johnson, and T. Starner, "A nave technique for correcting time-series data for recognition applications," in Proc. 13th Int. Symposium on Wearable Computers, 2009, pp. 159-160.
13. L. Bao and S. S. Intille, "Activity recognition from user-annotated acceleration data," in Pervasive Computing: Proc. of the 2nd Int'l Conference, Apr. 2004, pp. 1-17.
14. D. Roggen et al., "Collecting complex activity data sets in highly rich networked sensor environments," in Submitted to 7th Int. Conf. on Networked Sensing Systems (INSS), 2010.
15. M. Bächlin, M. Plotnik, D. Roggen, I. Maidan, J. M. Hausdorff, N. Giladi, and G. Tröster, "Wearable assistant for parkinson's disease patients with the freezing of gait symptom," IEEE Trans. on Information Technology in Biomedicine, vol.14, no.2, 2010.
16. T. Holleczek, C. Zysset, B. Arnrich, D. Roggen, and G. Tröster, "Towards an interactive snowboarding assistance system," in Proceedings of the 13th IEEE International Symposium on Wearable Computers (ISWC 2009), Sept. 2009, pp. 147-148.
17. K. Förster, D. Roggen, and G. Tröster, "Unsupervised classifier self-calibration through repeated context occurences: Is there robustness against sensor displacement to gain?" in Proc. 13th IEEE Int. Symposium on Wearable Computers (ISWC), 2009, pp. 77-84.
18. P. Zappi, C. Lombriser, E. Farella, D. Roggen, L. Benini, and G. Tröster, "Activity recognition from on-body sensors: accuracy-power trade-off by dynamic sensor selection," in 5th European Conf. on Wireless Sensor Networks (EWSN 2008), R. Verdone, Ed. Springer, 2008, pp. 17-33.
19. M. Bächlin, J. Schumm, D. Roggen, and G. Tröster, "Quantifying gait similarity: user authentication and real-world challenge," in Proc. 3rd Int. Conf. on Biometrics (ICB) 2009. Springer, June 2009.
20. S. Magnenat, P. Rétornaz, M. Bonani, V. Longchamp, and F. Mondada, "ASEBA: A Modular Architecture for Event-Based Control of Complex Robots," IEEE/ASME Transactions on Mechatronics, 2010.