ABSTRACT
Personal instrumentation and monitoring services that collect and archive the physical activities of a user have recently been introduced for various medical, personal, safety, and entertainment purposes. A general software architecture is needed to support different categories of such monitoring services. This paper presents a software architecture, implementation, and preliminary evaluation of SATIRE, a wearable personal monitoring service transparently embedded in user garments. SATIRE records the owner's activity and location for subsequent automated uploading and archiving. The personal archive can later be searched for particular events to answer questions regarding past and present user activity, location, and behavior patterns. A short feasibility and usage study of a prototype based on MicaZ motes provides a proof of concept for the SATIRE architecture.
- Gator-tech smart house, http://www.rerc.ufl.edu/.Google Scholar
- Intel's proactive health research lab, http://www.intel.com/research/prohealth/.Google Scholar
- Medical automation research center (marc), http://www.marc.med.virginia.edu/.Google Scholar
- Tinyos, http://www.tinyos.net/.Google Scholar
- E. R. Bachmann, R. B. McGhee, X. Yun, and M. J. Zyda. Inertial and magnetic posture tracking for inserting humans into networked virtual environments. In Proc. of the ACM symposium on virtual reality software and technology, pages 9--16. November 2001. Google ScholarDigital Library
- R. Barbieri, E. Farella, L. Benini, B. Ricco, and A. Acquaviva. A low-power motion capture system with integrate accelerometers (gesture recognition applications). In Proc. of the IEEE consumer communications and networking conference, pages 418--423. IEEE, January 2004.Google Scholar
- R. Baron and R. Plamondon. Acceleration measurement with an instrumented pen for signature verification and handwriting analysis. IEEE Transactions on instrumentation and measurements, pages 1132--1138, December 1989.Google ScholarCross Ref
- A. D. Cheok, K. G. Kumar, and S. Prince. Micro-accelerometer based hardware interfaces for wearable computer mixed reality applications. In Proc. of IEEE international symposium on wearable computers, pages 223--230. IEEE, October 2002. Google ScholarDigital Library
- J. Cui and Z. Sun. Visual hand motion capture for guiding a dextrous hand. In Proc. of the IEEE International conference on automatic face and gesture recognition, pages 729--734. IEEE, May 2004. Google ScholarDigital Library
- R. DeVaul, M. Sung, J. Gips, and A. S. Pentland. Mithril 2003: Applications and architecture. In Proc. of the IEEE international symposium on wearable computers, pages 4--11. IEEE, October 2003. Google ScholarDigital Library
- J. Farringdon, A. J. Moore, N. Tilbury, J. Church, and P. D. Biemond. Wearable sensor badge and sensor jacket for context awareness wearable sensor badge and sensor jacket for context awareness. In Proc. of the IEEE international symposium on wearable computers, pages 107--113. IEEE, October 1999. Google ScholarDigital Library
- S. Feiner, B. MacIntyre, T. Hollerer, and A. Webster. A touring machine: Prototyping 3d mobile augmented reality systems for exploring the urban environment. In Proc. of the IEEE International Symposium on Wearable Computers, pages 74--81. IEEE, October 1997. Google ScholarDigital Library
- S. Ganeriwal, R. Kumar, and M. B. Srivastava. Timing-sync protocol for sensor networks. In Proc. of ACM SENSYS, November 2003. Google ScholarDigital Library
- A. R. Golding and N. Lesh. Indoor navigation using a diverse set of cheap, wearable sensors. In Proc. of the IEEE International Symposium on Wearable Computers, pages 29--36. IEEE, October 1999. Google ScholarDigital Library
- J. W. Hui and D. Culler. The dynamic behavior of a data dissemination protocol for network programming at scale. In Proc. of ACM SENSYS, November 2004. Google ScholarDigital Library
- G. Johansson. Visual perception of biological motion and a model for its analysis. Perception and Psychophysics, 14:201--211, 1973.Google ScholarCross Ref
- H. Junker, P. Lukowicz, and G. Troster. Padnet: wearable physical activity detection network. In Proc. of the IEEE International Symposium on Wearable Computers, pages 244--245. IEEE, October 2003. Google ScholarDigital Library
- C. Karlof, N. Sastry, and D. Wagner. Tinysec: A link layer security architecture for wireless sensor networks. In Proc. of ACM SENSYS, November 2004. Google ScholarDigital Library
- C. D. Kidd, R. J. Orr, G. D. Abowd, C. G. Atkeson, I. A. Essa, B. MacIntyre, E. Mynatt, T. E. Starner, and W. Newstetter. The aware home: A living laboratory for ubiquitous computing research. In Proc. of the International Workshop on Cooperative Buildings, October 1999. Google ScholarDigital Library
- K. V. Laerhoven and O. Cakmakci. What shall we teach our pants? In Proc. of the IEEE International Symposium on Wearable Computers, pages 77--83. IEEE, October 2000. Google ScholarDigital Library
- D. Malan, T. Fulford-Jones, M. Welsh, and S. Moulton. Codeblue: An ad hoc sensor network infrastructure for emergency medical care. In Proc. of the International Workshop on Wearable and Implanatable Body Sensor Networks, April 2004.Google Scholar
- D. Marculescu. E-textiles: Toward computational clothing. IEEE Pervasive Computing, 2(1):89--95, January-March 2003. Google ScholarDigital Library
- M. Maroti, B. Kusy, G. Simon, and A. Ledeczi. The flooding time synchronization protocol. In Proc. of ACM SENSYS, November 2004. Google ScholarDigital Library
- D. Minnen, T. Starner, J. A. Ward, P. Lukowicz, and G. Troster. Recognizing and discovering human actions from on-body sensor data. In Proc. of the IEEE International Conference on Multimedia and Expo, July 2005.Google ScholarCross Ref
- J. K. Perng, B. Fisher, S. Hollar, and K. S. J. Pister. Acceleration sensing glove (asg). In Proc. of the IEEE international symposium on wearable computers, pages 178--180. IEEE, October 1999. Google ScholarDigital Library
- L. R. Rabiner. A tutorial on hidden markov models and selected applications in speech recognition. Proc. of the IEEE, 77(2):257--286, February 1989.Google ScholarCross Ref
- C. Randell and H. L. Muller. The well mannered wearable computer. In Proc. of Personal and Ubiquitous computing, volume 6, pages 31--36, February 2002. Google ScholarDigital Library
- Z. Rong, Z. Zhaoying, Y. Ting, and S. Xufeng. Micro measurement system for tracking human body motion. Qinghua Daxue Xuebao/Journal of Tsinghua university, 43:1464--1467, 2003.Google Scholar
- Y. Sato, K. Oka, H. Koike, and Y. Nakanishi. Video based tracking of user's motion for augmented desk interface. In Proc. of the IEEE international conference on automatic face and gesture recognition, pages 805--809. IEEE, May 2004. Google ScholarDigital Library
- H. Sawada and S. Hashimoto. Gesture recognition using an acceleration sensor and its application to musical performance control. Electronics and Communications in Japan, 80(5):452--459, 1997.Google Scholar
- S.-A. Selouani, H. Tolba, and D. O'Shaughnessy. Auditory-based acoustic distinctive features and spectral cues for robust automatic speech recognition in low-snr car environments. In Proc. of the American Chapter of the Association for Computational Linguistics on Human Language Technology, pages 91--93, 2003. Google ScholarDigital Library
- T. Takahashi and G. Kishino. A hand gesture recognition method and its application. Systems and Computers in Japan, 23:33--48, 1992.Google ScholarCross Ref
- P. H. Veltink, H. B. J. Bussmann, W. de Vries, W. L. J. Martens, and R. C. V. Lummel. Detection of static and dynamic activities using uniaxial accelerometers. IEEE Transactions on Rehabilitation Engineering, 4:375--385, December 1996.Google ScholarCross Ref
- C.-Y. Wan, A. T. Campbell, and L. Krishnamurthy. Psfq: A reliable transport protocol for wireless sensor networks. In Proc. of the ACM International Workshop on Wireless Sensor Networks and Applications, September 2002. Google ScholarDigital Library
- A. Woo, T. Tony, and D. Culler. Taming the underlying challenges of reliable multihop routing in sensor networks. In Proc. of ACM SENSYS, November 2003. Google ScholarDigital Library
- N. Xu, S. Rangwala, K. Chintalapudi, D. Ganesan, A. Broad, R. Govindan, and D. Estrin. A wireless sensor network for structural monitoring. In Proc. of ACM SENSYS, November 2004. Google ScholarDigital Library
Index Terms
- SATIRE: a software architecture for smart AtTIRE
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