The Journal of Korean Institute of Communications and Information Sciences (한국통신학회논문지)

The Korean Institute of Commucations and Information Sciences (한국통신학회)
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Development of IoT-Based Behavioral Intervention System for Senior People

IoT 기반 고령자 행동 인터벤션 시스템 개발

  • Received : 2016.09.01
  • Accepted : 2017.02.02
  • Published : 2017.03.31
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Abstract

Rapid growth in mobile communication and the proliferation of smart devices have drawn significant utilization of machine generated data. Behavior tracking technology now are utilized in the various fields based on extracting data using the sensor and device. We deploy IoT based behavioral intervention system in Suwon mental health center to improve the effectiveness of non-medicine care for senior people. Using smart activity trackers and BLE scanner devices, we proposed a location-based behavioral intervention system and verify the integrity of the harvested data.

고령자들의 정신적/육체적 건강 유지를 위해 디지털 메디신 (Digitial Medicine)의 일환으로 일상에서의 운동 프로그램을 사용하는 시도가 다양하게 이루어지고 있다. 특히 웨이러블 기기에 부착된 센서를 활용한 운동 처방과 분석 방법은 IoT 기술을 헬스케어 분야에 적용시키는 대표적인 예로 제시된다. 본 연구에서는 현재 수원시 노인정신건강센터에서 운영하는 운동 프로그램에서 기존에 수기로 수집되고 작성되는 데이터 분석의 신뢰성을 개선하고 노인들의 운동 동기를 촉구하고자 스마트밴드와 BLE 스캐너 장치를 활용하여 IoT(Internet of Thing)기반 행동 인터벤션(intervention) 시스템을 구현한다. 실제 운동 처방과 운동 데이터 분석을 통해 행동 인터벤션 시스템을 테스트하여 데이터 수집과 분석의 무결성을 검증하고 시스템의 개발과 적용에 대한 일련의 과정을 제시한다.

Keywords

References

  1. J. Y. Lee and D. M. Lee, "Indoor localization algorithm using smartphone sensors and probability of normal distribution in Wi-Fi environment," J. KICS, vol. 40, no. 9, pp. 1856-1864, Sept. 2015. https://doi.org/10.7840/kics.2015.40.9.1856
  2. J. Lee, "A new routing scheme to reduce traffic in large scale mobile ad-hoc networks through selective on-demand method," Wirel. Netw., vol. 20, no. 5, pp. 1067-1083, 2014. https://doi.org/10.1007/s11276-013-0668-8
  3. M. Buettner, G. V. Yee, E. Anderson, and R. Han, "X-MAC: A short preamble MAC protocol for duty-cycled wireless sensor networks," in Proc. SENSYS 2006, pp. 307-320, 2006.
  4. I. Akyildiz, "A survey on sensor networks," IEEE Commun. Mag., vol. 40, no. 8, pp. 102-14, Aug. 2002. https://doi.org/10.1109/MCOM.2002.1024422
  5. J. Lee, "A traffic-aware energy efficient scheme for WSN employing an adaptable wakeup period," Wirel. Pers. Commun., vol. 71, no. 3, pp. 1879-1914, Aug. 2013. https://doi.org/10.1007/s11277-012-0914-x
  6. J. H. Lee, "Study of efficient device discovery method for fast connection in wi-fi direct," J. KICS, vol. 41, no. 6, pp. 631-639, Jun. 2016. https://doi.org/10.7840/kics.2016.41.6.631
  7. B. K. Kim, J. M. Lee, and W. H. Eom, "Development way of LBS and wireless location technology," JKSGPC IS 2002, pp. 119-127, Korea, Apr. 2002.
  8. Y. J. Park, H. S. Cho, and J. W. Son, "Transmitting/receiving of standard health data using bluetooth HDP on the android platform," J. KICS, vol. 38, no. 5, pp. 464-470, May 2013.
  9. K. Y. Kim, S. Y. Shin, K. S. Bae, and S. Chae, "Design and implementation of NMEA 2000 based universal gateway," J. KICS, vol. 39, no. 2, pp. 191-198, Feb. 2014.
  10. H. S. Ryu, S. H. Park, and Y. B. Jang, "Communication technology trends between terminals for proximity service," Inf. & Commun. Mag., vol. 30, no. 12, pp. 97-104, Nov. 2013.
  11. C. H. Kim, S. H. Hong, and S. W. Lee, "A research on performance improvement of iBeacon using transmission and reception of different beacon signal," J. KICS, vol. 40, no. 1, pp. 108-114, Jan. 2015. https://doi.org/10.7840/kics.2015.40.1.108
  12. Bluetooth Core Specification 4.0, Bluetooth SIG, Jun. 2010.
  13. J. H. Lee, "Energy-efficient voice data broadcast method in wireless personal area networks for IoT," J. KICS, vol. 40, no. 11, pp. 2178-2187, Nov. 2015. https://doi.org/10.7840/kics.2015.40.11.2178
  14. S. Nicholas, Power Profiling: MQTT on Android (2011), Retrieved Jul., 15, 2016, from http://stephendnicholas.com/archives/219.
  15. S. Nicholas, Power Profiling: HTTPS Long Polling vs. MQTT with SSL on Android (2012), Retrieved Jul., 15, 2016, from http://stephendnicholas.com/archives/1217.
  16. M. Prihodko, "Energy consumption in location sharing protocols for Android applications," M.S. Thesis, Dept. Comput. Inform. Sci., Software, Syst., Linkopings Univ., Oct. 2012.
  17. S. Nicholas, Power Profiling: HTTPS Long Polling vs. MQTT with SSL, on Android(2012), Retrieved Jul., 15, 2016, from http://stephendnicholas.com/archives/1217.
  18. S. H. Lee, D. W. Kwon, H. W. Kim, and H. T. Ju, "Development of communication module for a mobile integrated gateway," J. KICS, vol. 39B, no. 2, pp. 75-85, Feb. 2014. https://doi.org/10.7840/kics.2014.39B.2.75
  19. SSH FAQ, Retrieved Jul., 15, 2016, from http://www.rz.uni-karlsruhe.de/ig25/ssh-faq/.
  20. D. J. Barett, R. E. Silverman, and R. G. Byrnes, SSH, The Secure Shell: The Definitive Guide, O'Reilly, 2001.
  21. S. H. Kim, "A study on the data collection solution based on MQTT protocols for stable IoT platforms," M.S. Thesis, Dept. Inform. Commun., Hanbat Univ., Feb. 2016.