Precise assessment of self-selected gait velocity in domestic environments

2010 4th International Conference on Pervasive Computing Technologies for Healthcare, Pervasive Health 2010

Volumn , Issue , 2010, Pages

  Frenken, Thomas ^a   Gövercin, Mehmet ^b   Mersmann, Sebastian ^b   Hein, Andreas ^c  

^a OFFIS INSTITUTE FOR INFORMATION TECHNOLOGY   (Germany)

^b CHARITÉ UNIVERSITÄTSMEDIZIN BERLIN   (Germany)

^c UNIVERSITY OF OLDENBURG   (Germany)

Author keywords

Ambient sensors; Gait velocity assessment; Laser range scanner; LIDAR; Mobility assessment; Smart homes

Indexed keywords

AMBIENT SENSORS; APPLICATION FIELDS; APRIORI; ASSESSMENT SYSTEM; DEMOGRAPHIC CHANGES; DIFFERENTIAL DIAGNOSIS; DOMESTIC ENVIRONMENTS; EARLY DETECTION; FALL RISK; HEALTH SYSTEMS; LASER RANGE SCANNERS; LIDAR; PERCEIVED QUALITY; PRECISE MEASUREMENTS; SMART HOMES; SPATIO-TEMPORAL; UNOBTRUSIVE ANALYSIS;

COMPUTATION THEORY; DIAGNOSIS; HEALTH; HEALTH RISKS; OPTICAL RADAR; SENSORS; SERVICE ORIENTED ARCHITECTURE (SOA); VELOCITY;

SCANNING;

EID: 77954389479     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.4108/ICST.PERVASIVEHEALTH2010.8829     Document Type: Conference Paper

References (44)

1. T. M. Gill, C. S. Williams, and M. E. Tinetti, "Assessing risk for the onset of functional dependence among older adults: the role of physical performance." J Am Geriatr Soc, vol. 43, no. 6, pp. 603-609, Jun 1995.
2. F. J. Imms and O. G. Edholm, "Studies of gait and mobility in the elderly." Age Ageing, vol. 10, no. 3, pp. 147-156, Aug 1981.
3. B. G. Celler, T. Hesketh, W. Earnshaw, and E. Ilsar, "An instrumentation system for the remote monitoring of changes in functional health status of the elderly at home," in Proc. 16th Annual International Conference of the IEEE Engineering Advances: New Opportunities for Biomedical Engineers Engineering in Medicine and Biology Society, Nov. 3-6, 1994, pp. 908-909.
4. E. Diczfalusy, "The demographic revolution and our common future." Maturitas, vol. 38, no. 1, pp. 5-14; discussion 14-5, Feb 2001.
5. M. Eisenmenger, O. Pötzsch, and B. Sommer. (2006, November) Bevölkerung deutschlands bis 2050-11. koordinierte bevö lkerungsvorausberechnung. Statistisches Bundesamt Pressestelle, Wiesbaden. Statistisches Bundesamt 65180 Wiesbaden.
6. L. Fratiglioni, D. D. Ronchi, and H. Agero-Torres, "Worldwide prevalence and incidence of dementia." Drugs Aging, vol. 15, no. 5, pp. 365-375, Nov 1999.
7. A. D. International. (2009) World alzheimer report 2009. Online. Http://www.alz.co.uk/research/files/WorldAlzheimerReport.pdf. [Online]. Available: http://www.alz.co.uk/research/files/WorldAlzheimerReport.pdf
8. J. L. O'Loughlin, Y. Robitaille, J. F. Boivin, and S. Suissa, "Incidence of and risk factors for falls and injurious falls among the community-dwelling elderly." Am J Epidemiol, vol. 137, no. 3, pp. 342-354, Feb 1993.
9. C. van Doorn, A. L. Gruber-Baldini, S. Zimmerman, J. R. Hebel, C. L. Port, M. Baumgarten, C. C. Quinn, G. Taler, C. May, J. Magaziner, and E. of Dementia in Nursing Homes Research Group, "Dementia as a risk factor for falls and fall injuries among nursing home residents." J Am Geriatr Soc, vol. 51, no. 9, pp. 1213-1218, Sep 2003.
10. A. Wimo, B. Winblad, and L. Jönsson, "An estimate of the total worldwide societal costs of dementia in 2005." vol. 3, no. 2, April 2007, pp. 81-91. [Online]. Available: http://dx.doi.org/10.1016/j.jalz.2007.02.001
11. L. M. Allan, C. G. Ballard, D. J. Burn, and R. A. Kenny, "Prevalence and severity of gait disorders in alzheimer's and non-alzheimer's dementias." J Am Geriatr Soc, vol. 53, no. 10, pp. 1681-1687, Oct 2005. [Online]. Available: http://dx.doi.org/10.1111/j.1532-5415.2005.53552.x
12. J. Verghese, R. B. Lipton, C. B. Hall, G. Kuslansky, M. J. Katz, and H. Buschke, "Abnormality of gait as a predictor of non-alzheimer's dementia." N Engl J Med, vol. 347, no. 22, pp. 1761-1768, Nov 2002. [Online]. Available: http://dx.doi.org/10.1056/NEJMoa020441
13. H. Stolze, S. Klebe, C. Baecker, C. Zechlin, L. Friege, S. Pohle, and G. Deuschl, "Prevalence of gait disorders in hospitalized neurological patients." Mov Disord, vol. 20, no. 1, pp. 89-94, Jan 2005. [Online]. Available: http://dx.doi.org/10.1002/mds.20266
14. M. Montero-Odasso, M. Schapira, E. R. Soriano, M. Varela, R. Kaplan, L. A. Camera, and L. M. Mayorga, "Gait velocity as a single predictor of adverse events in healthy seniors aged 75 years and older." J Gerontol A Biol Sci Med Sci, vol. 60, no. 10, pp. 1304-1309, Oct 2005.
15. C. O. Q. O. H. C. I. America and I. O. Medicine, Crossing the Quality Chasm: A New Health System for the 21st Century, 1st ed. National Academies Press, July 2001.
16. A. A. Butler, J. C. Menant, A. C. Tiedemann, and S. R. Lord, "Age and gender differences in seven tests of functional mobility." J Neuroeng Rehabil, vol. 6, p. 31, 2009. [Online]. Available: http://dx.doi.org/10.1186/ 1743-0003-6-31
17. O. Beauchet, G. Allali, G. Berrut, C. Hommet, V. Dubost, and F. Assal, "Gait analysis in demented subjects: Interests and perspectives." Neuropsychiatr Dis Treat, vol. 4, no. 1, pp. 155-160, Feb 2008.
18. M. Beers and R. Berkow, Eds., The Merck Manual of Geriatrics. Merck & Co., Inc., 2006. [Online]. Available: http://www.merck.com/mkgr/mmg/home.jsp
19. D. Podsiadlo and S. Richardson, "The timed "up & go": a test of basic functional mobility for frail elderly persons." J Am Geriatr Soc, vol. 39, no. 2, pp. 142-148, Feb 1991.
20. C. N. Scanaill, S. Carew, P. Barralon, N. Noury, D. Lyons, and G. M. Lyons, "A review of approaches to mobility telemonitoring of the elderly in their living environment." Ann Biomed Eng, vol. 34, no. 4, pp. 547-563, Apr 2006. [Online]. Available: http://dx.doi.org/10.1007/s10439-005-9068-2
21. R. Williamson and B. J. Andrews, "Gait event detection for fes using accelerometers and supervised machine learning," IEEE Trans. Rehabil. Eng., vol. 8, no. 3, pp. 312-319, Sep. 2000.
22. H. B. Menz, S. R. Lord, and R. C. Fitzpatrick, "Age-related differences in walking stability." Age Ageing, vol. 32, no. 2, pp. 137-142, Mar 2003.
23. B. Auvinet, G. Berrut, C. Touzard, L. Moutel, N. Collet, D. Chaleil, and E. Barrey, "Reference data for normal subjects obtained with an accelerometric device." Gait Posture, vol. 16, no. 2, pp. 124-134, Oct 2002.
24. W. Zijlstra, "Assessment of spatio-temporal parameters during unconstrained walking." Eur J Appl Physiol, vol. 92, no. 1-2, pp. 39-44, Jun 2004. [Online]. Available: http://dx.doi.org/10.1007/s00421-004-1041-5
25. H. Zhu, N. Maalej, J. G. Webster, W. J. Tompkins, P. Bach-Y-Rita, and J. J. Wertsch, "An umbilical data-acquisition system for measuring pressures between the foot and shoe," IEEE Trans. Biomed. Eng., vol. 37, no. 9, pp. 908-911, Sep. 1990.
26. H. S. Zhu, J. J. Wertsch, G. F. Harris, J. D. Loftsgaarden, and M. B. Price, "Foot pressure distribution during walking and shuffling." Arch Phys Med Rehabil, vol. 72, no. 6, pp. 390-397, May 1991.
27. J. M. Hausdorff, Z. Ladin, and J. Y. Wei, "Footswitch system for measurement of the temporal parameters of gait." J Biomech, vol. 28, no. 3, pp. 347-351, Mar 1995.
28. M. M. Skelly and H. J. Chizeck, "Real-time gait event detection for paraplegic fes walking," IEEE Trans. Neural Syst. Rehabil. Eng., vol. 9, no. 1, pp. 59-68, Mar. 2001.
29. I. P. I. Pappas, T. Keller, S. Mangold, M. R. Popovic, V. Dietz, and M. Morari, "A reliable gyroscope-based gait-phase detection sensor embedded in a shoe insole," IEEE Sensors J., vol. 4, no. 2, pp. 268-274, Apr. 2004.
30. M. Hanlon and R. Anderson, "Real-time gait event detection using wearable sensors." Gait Posture, vol. 30, no. 4, pp. 523-527, Nov 2009. [Online]. Available: http://dx.doi.org/10.1016/j.gaitpost.2009.07.128
31. S. Bamberg, A. Y. Benbasat, D. M. Scarborough, D. E. Krebs, and J. A. Paradiso, "Gait analysis using a shoe-integrated wireless sensor system," IEEE Trans. Inf. Technol. Biomed., vol. 12, no. 4, pp. 413-423, Jul. 2008.
32. B. Huang, M. Chen, X. Shi, and Y. Xu, "Gait event detection with intelligent shoes," in Proc. International Conference on Information Acquisition ICIA '07, Jul. 8-11, 2007, pp. 579-584.
33. M. Chen, B. Huang, and Y. Xu, "Intelligent shoes for abnormal gait detection," in Proc. IEEE International Conference on Robotics and Automation ICRA 2008, May 19-23, 2008, pp. 2019-2024.
34. K. Kong and M. Tomizuka, "A gait monitoring system based on air pressure sensors embedded in a shoe," IEEE/ASME Trans. Mechatronics, vol. 14, no. 3, pp. 358-370, Jun. 2009.
35. M. Chan, C. Hariton, P. Ringeard, and E. Campo, "Smart house automation system for the elderly and the disabled," in Proc. IEEE International Conference on Systems, Man and Cybernetics Intelligent Systems for the 21st Century, vol. 2, Oct. 22-25, 1995, pp. 1586-1589.
36. K. Cameron, K. Hughes, and K. Doughty, "Reducing fall incidence in community elders by telecare using predictive systems," in Proc. 19th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, vol. 3, Oct. 30-Nov. 2, 1997, pp. 1036-1039.
37. M. Pavel, T. Hayes, I. Tsay, D. Erdogmus, A. Paul, N. Larimer, H. Jimison, and J. Nutt, " Continuous assessment of gait velocity in parkinson's disease from unobtrusive measurements," in Proc. 3rd International IEEE/EMBS Conference on Neural Engineering CNE '07, May 2-5, 2007, pp. 700-703.
38. P. Srinivasan, D. Birchfield, G. Qian, and A. Kidané, "A pressure sensing floor for interactive media applications," in ACE '05: Proceedings of the 2005 ACM SIGCHI International Conference on Advances in computer entertainment technology. New York, NY, USA: ACM, 2005, pp. 278-281.
39. L. Middleton, A. A. Buss, A. Bazin, and M. S. Nixon, "A floor sensor system for gait recognition," in Proc. Fourth IEEE Workshop on Automatic Identification Advanced Technologies, Oct. 17-18, 2005, pp. 171-176.
40. J. Tung, W. Gage, K. Zabjek, D. Brooks, D. Maki, A. Mihailidis, G. R. Fernie, and W. E. McIlroy, "iwalker: A 'real-world' mobility assessment tool," in 30th Canadian Medical & Biological Engineering Society, 2007. [Online]. Available: http://www.ot.utoronto.ca/iatsl/projectS/iwalker.htm.
41. P. W. Kong and H. D. Heer, "Wearing the f-scan mobile in-shoe pressure measurement system alters gait characteristics during running." Gait Posture, vol. 29, no. 1, pp. 143-145, Jan 2009. [Online]. Available: http://dx.doi.org/10.1016/j.gaitpost.2008.05.018
42. R. J. Orr and G. D. Abowd, "The smart floor: a mechanism for natural user identification and tracking," in CHI '00: CHI '00 extended abstracts on Human factors in computing systems. New York, NY, USA: ACM, 2000, pp. 275-276.
43. G. Virone, D. Istrate, M. Vacher, N. Noury, J. F. Serignat, and J. Demongeot, "First steps in data fusion between a multichannel audio acquisition and an information system for home healthcare," in In IEEE Conference on Engineering in Medecine and Biology Society, 2003, pp. 1364-1367.
44. J. Perry, Gait Analysis: Normal and Pathological Function. Slack, Inc., 1992.