Smart watch RSSI localization and refinement for behavioral classification using laser-SLAM for mapping and fingerprinting

2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014

Volumn , Issue , 2014, Pages 2173-2176

  Carlson, Jay D ^a   Mittek, Mateusz ^a   Parkison, Steven A ^a   Sathler, Pedro ^a   Bayne, David ^b   Psota, Eric T ^a   Pérez, Lance C ^a   Bonasera, Stephen J ^b  

^a UNIVERSITY OF NEBRASKA LINCOLN   (United States)

^b UNIVERSITY OF NEBRASKA MEDICAL CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATION; INTELLIGENT BUILDINGS; MAPPING; MOBILE COMPUTING; ROBOTICS; SENSOR NODES; WATCHES; WEARABLE COMPUTERS;

BROADCAST DATA; HUMAN BEHAVIORS; MONITORING SYSTEM; MOVEMENT PATTERN; RADIO SIGNALS; REFINEMENT TECHNIQUES; SIMULTANEOUS LOCALIZATION AND MAPPING; SYSTEM CALIBRATION;

BEHAVIORAL RESEARCH;

ALGORITHM; AMBULATORY MONITORING; BEHAVIOR; CALIBRATION; DAILY LIFE ACTIVITY; HUMAN; INFORMATION PROCESSING; INTERNET; LASER; MOVEMENT (PHYSIOLOGY); PROBABILITY; PROCEDURES; SIGNAL PROCESSING; WIRELESS COMMUNICATION;

ACTIVITIES OF DAILY LIVING; ALGORITHMS; AUTOMATIC DATA PROCESSING; BEHAVIOR; CALIBRATION; HUMANS; INTERNET; LASERS; MONITORING, AMBULATORY; MOVEMENT; PROBABILITY; SIGNAL PROCESSING, COMPUTER-ASSISTED; WIRELESS TECHNOLOGY;

EID: 84929501086     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EMBC.2014.6944048     Document Type: Conference Paper

References (14)

1. "Health, united states, 2005 with chartbook on trends in the health of americans," U.S. Department of Health and Human Services, Nov. 2005.
2. A. E., "United states life tables, 2002," National Vital Statistics Reports, Vol. 53, no. 6, 2004.
3. G. Demiris and B. K. Hensel, "Technologies for an aging society: a systematic review of "smart home" applications," Yearbook of medical informatics, pp. 33-40, 2008. PMID: 18660873.
4. E. Etchemendy, R. M. Baos, C. Botella, D. Castilla, M. Alcaiz, P. Rasal, and L. Farfallini, "An e-health platform for the elderly population: The butler system," Computers & Education, Vol. 56, pp. 275-279, Jan. 2011.
5. M. E. Morris, B. Adair, K. Miller, E. Ozanne, R. Hansen, A. J. Pearce, N. Santamaria, L. Viega, M. Long, and C. M. Said, "Smart-home technologies to assist older people to live well at home," Journal of aging science, Vol. 1, pp. 1-9, Jan. 2013.
6. M. Skubic, G. Alexander, M. Popescu, M. Rantz, and J. Keller, "A smart home application to eldercare: current status and lessons learned," Technology and health care: official journal of the European Society for Engineering and Medicine, Vol. 17, no. 3, pp. 183-201, 2009. PMID: 19641257.
7. S. Brownsell, S. Blackburn, and M. S. Hawley, "An evaluation of second and third generation telecare services in older people's housing," Journal of Telemedicine and Telecare, Vol. 14, pp. 8-12, Jan. 2008.
8. A. Glascock and D. Kutzik, "An evidentiary study of the uses of automated behavioral monitoring," in 21st International Conference on Advanced Information Networking and Applications Workshops, 2007, AINAW '07, Vol. 2, pp. 858-862, May 2007.
9. J. A. Kaye, S. A. Maxwell, N. Mattek, T. L. Hayes, H. Dodge, M. Pavel, H. B. Jimison, K. Wild, L. Boise, and T. A. Zitzelberger, "Intelligent systems for assessing aging changes: Home-based, unobtrusive, and continuous assessment of aging," The Journals of Gerontology Series B: Psychological Sciences and Social Sciences, Vol. 66B, pp. i180-i190, July 2011. PMID: 21743050.
10. B. Reeder, E. Meyer, A. Lazar, S. Chaudhuri, H. J. Thompson, and G. Demiris, "Framing the evidence for health smart homes and home-based consumer health technologies as a public health intervention for independent aging: A systematic review," International Journal of Medical Informatics, Vol. 82, pp. 565-579, July 2013.
11. V. N. P. P. Bahl, "RADAR: an in-building RF-based user location and tracking system," pp. 775-784 Vol. 2, 2000.
12. A. S. Paul and E. Wan, "RSSI-Based indoor localization and tracking using sigma-point kalman smoothers," IEEE Journal of Selected Topics in Signal Processing, Vol. 3, pp. 860-873, Oct. 2009.
13. S. Kohlbrecher, O. Von Stryk, J. Meyer, and U. Klingauf, "A flexible and scalable SLAM system with full 3D motion estimation," in 2011 IEEE International Symposium on Safety, Security, and Rescue Robotics (SSRR), pp. 155-160, Nov. 2011.
14. A. Viterbi, "Error bounds for convolutional codes and an asymptotically optimum decoding algorithm," IEEE Transactions on Information Theory, Vol. 13, pp. 260-269, Apr. 1967.