Activity recognition and monitoring using multiple sensors on different body positions

Proceedings - BSN 2006: International Workshop on Wearable and Implantable Body Sensor Networks

Volumn 2006, Issue , 2006, Pages 113-116

  Maurer, Uwe ^b   Smailagic, Asim ^a   Siewiorek, Daniel P ^a   Deisher, Michael ^c  

^a Carnegie Mellon University   (United States)

^b TECHNICAL UNIVERSITY OF MUNICH   (Germany)

^c INTEL CORPORATION   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVITY RECOGNITION; BODY POSITIONS; MONITORING SYSTEMS; MULTIPLE SENSORS;

BIOSENSORS; CLASSIFICATION (OF INFORMATION); PATIENT MONITORING; POSITION MEASUREMENT; SAMPLING;

GESTURE RECOGNITION;

EID: 33750826738     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BSN.2006.6     Document Type: Conference Paper

References (7)

1. L. Bao and S. S. Intille. Activity Recognition from User-Annotated Acceleration Data. In A. Ferscha and F. Mattern, editors, Pervasive, volume 3001 of Lecture Notes in Computer Science, pages 1-17. Springer, 2004.
2. N. B. Bharatula, M. Stäger, P. Lukowicz, and G. Tröster. Empirical Study of Design Choices in Multi-Sensor Context Recognition Systems. In IFAWC: 2nd International Forum on Applied Wearable Computing, pages 79-93, Mar. 2005.
3. N. B. Bharatula, M. Stäger, P. Lukowicz, and G. Tröster. Power and Size Optimized Multisensor Context Recognition Platform. In ISWC 2005: Proceedings of the 9th IEEE International Symposium on Wearable Computers, pages 194-195, Oct. 2005.
4. J. Dougherty, R. Kohavi, and M. Sahami. Supervised and unsupervised discretization of continuous features. In International Conference on Machine Learning, pages 194-202, 1995.
5. A. Krause, D. P. Siewiorek, A. Smailagic, and J. Farringdon. Unsupervised, dynamic identification of physiological and activity context in wearable computing. In Seventh IEEE International Symposium on Wearable Computers (ISWC'03), pages 88-97, 2003.
6. U. Maurer, A. Rowe, A. Smailagic, and D. P. Siewiorek. eWatch: A Wearable Sensor and Notification Platform. In Body Sensor Networks Workshop, submitted, 2006.
7. I. H. Witten and E. Frank. Data Mining: Practical machine learning tools and techniques. Morgan Kaufmann, San Francisco, 2nd edition, 2005.