DOI QR코드

DOI QR Code

Posture and activity monitoring using a 3-axis accelerometer

3축 가속도 센서를 이용한 자세 및 활동 모니터링

  • Jeong, Do-Un (Division of Computer Information Engineering, Dongseo University) ;
  • Chung, Wan-Young (Division of Computer Information Engineering, Dongseo University)
  • 정도운 (동서대학교 컴퓨터정보공학부) ;
  • 정완영 (동서대학교 컴퓨터정보공학부)
  • Published : 2007.11.30

Abstract

The real-time monitoring about the activity of the human provides useful information about the activity quantity and ability. The present study implemented a small-size and low-power acceleration monitoring system for convenient monitoring of activity quantity and recognition of emergent situations such as falling during daily life. For the wireless transmission of acceleration sensor signal, we developed a wireless transmission system based on a wireless sensor network. In addition, we developed a program for storing and monitoring wirelessly transmitted signals on PC in real-time. The performance of the implemented system was evaluated by assessing the output characteristic of the system according to the change of posture, and parameters and acontext recognition algorithm were developed in order to monitor activity volume during daily life and to recognize emergent situations such as falling. In particular, recognition error in the sudden change of acceleration was minimized by the application of a falling correction algorithm

Keywords

References

  1. Park s, Jayaraman S, 'Enhancing the quality of life through wearable technology', IEEE Eng. Med. Biol. Mag., vol. 22, no 3, pp. 41-48, 2003 https://doi.org/10.1109/MEMB.2003.1213625
  2. 진계환, 이상복, 최훈, 서재원, 배현덕, 이태수, '가속도센서를 이용한 상황인식 시스템', 컨텐츠학회 논문지, 제5권, 제5호, pp. 287-295, 2005
  3. G. Meijer, K. R. Westertep, F.M.H. Verhoeven, H.B.M. Koper, and F. Hoor, 'Methods to assess physical activity with special reference to motion sensor and accelerometers', IEEE Trans. Biomed. Eng., vol. 38, no. 3, 1991
  4. S. H Lee, H. D. Park, H. R Yoon, and K. J. Lee, 'Design of a portable activity monitoring system', The Korea Institute of Electrical Engineer, vol. 51, pp. 32-38, 2002
  5. C.V. Bouten,K. T.Koekkoek, M.Verduin, R.Kodde, and J. D. Janssen, 'A triaxial accelerometer and portable data processing unit for the assessment of daily physical activity', IEEE Trans. Biomed. Eng., vol. 44, no. 3, pp. 136-147, Mar, 1997 https://doi.org/10.1109/10.554760
  6. M. J. Mathie, A. C. F. Coster, N. H. Lovell, and B. G. Celler, 'A pilot study of long term monitoring of human movements in the home using accelerometry', J. Telemed Telecare, vol. 10, pp. 144-151, 2004 https://doi.org/10.1258/135763304323070788
  7. K. Aminian, P. Robert, E. E. Buchser, B. Rutschmann, D. Hayoz, and M. Depairon, 'Physical activity monitoring based on Accelerometry: Validation and comparison with video observation', Med. Biol. Eng. Comput., vol. 37, pp. 304-308, 1999 https://doi.org/10.1007/BF02513304
  8. J. M. Winters, Y. Wang, and J1. M. Winters, 'Wearable sensors and telerehabilitation', IEEE Eng. Med. Biol. Mag., vol. 22, no. 3, pp. 56-65, 2003 https://doi.org/10.1109/MEMB.2003.1213627
  9. http://www.maxfor.co.kr/maxfor/gnu3/images/SeriesManual ver1.2.pdf
  10. M. J. Mathie, A. C. F. Coster,B.G.Celler, and N. H. Lovell, 'Classification of basic daily movements using a triaxial accelerometer', Med. Biol. Eng. Comput., vol. 42, pp. 670-687, 2004
  11. 이영동, 정완영, '유비쿼터스 헬스케어를 위한 센서네트워크 기반의 심전도 및 체온 측정 시스템: 1. 센서 네트워크 플랫폼 구축한국센서학회', 센서학회지, 제15권, 제5호, pp. 362-370, 2006 https://doi.org/10.5369/JSST.2006.15.5.362
  12. 이대석, 정완영, '유비쿼터스 헬스케어를 위한 센서네트워크 기반의 심전도 및 체온 측정 시스템: 2. 생체신호. 모니터링 소프트웨어 시스템', 센서학회지, 제15권, 제6호, pp.417-424, 2006 https://doi.org/10.5369/JSST.2006.15.6.417

Cited by

  1. Wireless Vibration Measurement System Using a 3-Axial Accelerometer Sensor vol.20, pp.2, 2011, https://doi.org/10.5369/JSST.2011.20.2.131
  2. Development of energy expenditure measurement device based on voice and body activity vol.12, pp.6, 2012, https://doi.org/10.7236/JIWIT.2012.12.6.303