A wearable system that knows who wears it

MobiSys 2014 - Proceedings of the 12th Annual International Conference on Mobile Systems, Applications, and Services

Volumn , Issue , 2014, Pages 55-67

  Cornelius, Cory ^a   Peterson, Ronald ^b   Skinner, Joseph ^c   Halter, Ryan ^c   Kotz, David ^b  

^a INTEL CORPORATION   (United States)

^b Dartmouth Department of Computer Science_Dartmouth College   (United States)

^c DARTMOUTH COLLEGE   (United States)

Author keywords

bioimpedance; biometric; wearable

Indexed keywords

BIOMETRICS;

BIO-IMPEDANCE; BODYAREA NETWORKS (BAN); ELECTRICAL CURRENT; ENERGY REQUIREMENTS; RECOGNITION METHODS; SECURE COMMUNICATIONS; SENSING PLATFORMS; WEARABLE;

WEARABLE COMPUTERS;

EID: 84903150137     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2594368.2594369     Document Type: Conference Paper

References (30)

1. H. Ailisto, E. Vildjiounaite, M. Lindholm, S.-M. Mäkelä, and J. Peltola. Soft biometrics - combining body weight and fat measurements with fingerprint biometrics. Pattern Recognition Letters, 27(5):325-334, Apr. 2006. DOI 10.1016/j.patrec.2005.08.018. (Pubitemid 43245560)
2. Analog Devices. Analog Devices ADR433 Ultra-low Noise Voltage Reference. Online at http://www.analog.com/en/special-linear-functions/voltage-references/ adr433/products/product.html, visited Feb. 2013.
3. Analog Devices AD5933 Impedance Analyzer. Online at http://www.analog. com/en/rfif-components/direct-digital-synthesis-dds/ad5933/products/product. html, visited Apr. 2013.
4. Analog Devices ADG1608 8-Channel Multiplexor. Online at http://www.analog.com/en/switchesmultiplexers/multiplexers-muxes/adg1608/ products/product.html, visited Apr. 2013.
5. S. Avancha, A. Baxi, and D. Kotz. Privacy in mobile technology for personal healthcare. ACM Computing Surveys, 45(1), Nov. 2012. DOI 10.1145/2379776.2379779.
6. B. E. Boser, I. M. Guyon, and V. N. Vapnik. A training algorithm for optimal margin classifiers. In Proceedings of the Fifth Annual Workshop on Computational Learning Theory (COLT), pages 144-152, 1992. DOI 10.1145/130385.130401.
7. G. Cohn, S. Gupta, T. J. Lee, D. Morris, J. R. Smith, M. S. Reynolds, D. S. Tan, and S. N. Patel. An ultra-low-power human body motion sensor using static electric field sensing. In Proceedings of the 2012 ACM Conference on Ubiquitous Computing (UbiComp), pages 99-102, 2012. DOI 10.1145/2370216.2370233.
8. C. Cornelius. Usable Security for Wireless Body-Area Networks. PhD thesis, Dartmouth College Computer Science, Hanover, NH, Sept. 2013. Available as Dartmouth Computer Science Technical Report TR2011-741, Online at http://www.cs.dartmouth.edu/reports/TR2011-741.pdf.
9. C. Cornelius and D. Kotz. Recognizing whether sensors are on the same body. Journal of Pervasive and Mobile Computing, 8(6):822-836, Dec. 2012. DOI 10.1016/j.pmcj.2012.06.005.
10. C. Cornelius, J. Sorber, R. Peterson, J. Skinner, R. Halter, and D. Kotz. Who wears me? Bioimpedance as a passive biometric. In Proceedings of the USENIX Workshop on Health Security and Privacy (HealthSec), Aug. 2012. Online at http://www.cs.dartmouth.edu/~dfk/papers/cornelius-impedance.pdf.
11. A. P. Dempster, N. M. Laird, and D. B. Rubin. Maximum likelihood from incomplete data via the EM algorithm. Journal of the Royal Statistical Society, Series B (Methodological), 39(1):1-38, 1977. DOI 10.2307/2984875.
12. Google. Nexus S - Android Device Gallery. Online at http://www.android. com/devices/detail/nexus-s, visited Dec. 2013.
13. H. Gray and W. H. Lewis. Anatomy of the human body. Lea & Febiger, 20th edition, 1918. Online at http://en.wikipedia.org/wiki/File:Gray417-color. PNG.
14. M. Hall, E. Frank, G. Holmes, B. Pfahringer, P. Reutemann, and I. H. Witten. The WEKA data mining software: an update. SIGKDD Explorations Newsletter, 11(1):10-18, Nov. 2009. DOI 10.1145/1656274.1656278.
15. C. Harrison, M. Sato, and I. Poupyrev. Capacitive fingerprinting: exploring user differentiation by sensing electrical properties of the human body. In Proceedings of the ACM Symposium on User Interface Software and Technology (UIST), pages 537-544. ACM, Oct. 2012. DOI 10.1145/2380116.2380183.
16. Hirose Electric Co., Ltd. Hirose 3260-8S3(55) Connector. Online at http://www.hirose.co.jp/cataloge-hp/e23200014.pdf, visited Mar. 2013.
17. T. Kanungo, D. M. Mount, N. S. Netanyahu, C. D. Piatko, R. Silverman, and A. Y. Wu. An efficient k-means clustering algorithm: analysis and implementation. IEEE Transactions on Pattern Analysis and Machine Intelligence. 24(7):881-892, July 2002. DOI 10.1109/tpami.2002.1017616. (Pubitemid 34835464)
18. Ø. G. Martinsen, S. Clausen, J. B. Nysæther, and S. Grimnes. Utilizing Characteristic Electrical Properties of the Epidermal Skin Layers to Detect Fake Fingers in Biometric Fingerprint Systems - A Pilot Study. IEEE Transactions on Biomedical Engineering, 54(5):891-894, May 2007. DOI 10.1109/tbme.2007.893472. (Pubitemid 46628580)
19. R. Mayrhofer. OpenUAT: The Open Source Ubiquitous Authentication Toolkit. Online at http://www.openuat.org/, visited Aug. 2013.
20. Microchip Technology Inc. Microchip MCP1252 Charge Pump. Online at http://ww1.microchip.com/downloads/en/DeviceDoc/21752B.pdf, visited Feb. 2013.
21. Monsoon Power Monitor. Online at http://www.msoon.com/LabEquipment/ PowerMonitor/, visited Nov. 2013.
22. Nordic Semiconductor. nRF51822. Online at http://www.nordicsemi.com/eng/ Prodiicts/Bluetooth-R-low-energy/nRF51822, visited Nov. 2013.
23. K. B. Rasmussen, M. Roeschlin, I. Martinovic, and G. Tsudik. Authentication using pulse-response biometrics. In Proceedings of the Annual Network and Distributed System Security Symposium (NDSS), Feb. 2014.
24. R. Rifkin and A. Klautau. In defense of one-vs-all classification. Journal of Machine Learning Research, 5:101-141, Dec. 2004. Online at http://jmlr.org/papers/v5/rifkin04a.html.
25. Semtech. SX9300 Ultra Low Power, Dual Channel Smart Proximity SAR Compliant Solution. Online at http://www.semtech.com/touch-interface/capacitive- touch-controllers/sx9300/, visited Apr. 2013.
26. Shimmer-Research. Online at http://www.shimmer-research.com/, visited Apr. 2013.
27. V. Srinivasan, J. Stankovic, and K. Whitehouse. Using Height Sensors for Biometric Identification in Multi-resident Homes. In Proceedings of the 8th International Conference on Pervasive Computing (PERVASIVE), volume 6030 of LNCS, pages 337-354. Springer, May 2010. DOI 10.1007/978-3-642-12654-3-20.
28. TinyOS. Online at http://www.tinyos.net/, visited Apr. 2013.
29. T. Vu, A. Baid, S. Gao, M. Gruteser, R. Howard, J. Lindqvist, P. Spasojevic, and J. Walling. Distinguishing users with capacitive touch communication. In Proceedings of the Annual International Conference on Mobile Computing and Networking (Mobicom), pages 197-208. ACM, 2012. DOI 10.1145/2348543.2348569.
30. Wikipedia. Brandon Mayfield - Wikipedia, The Free Encyclopedia. Online at http://en.wikipedia.org/wiki/Brandon-Maylield, visited Aug. 2013.