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Estimation of Metabolic Rate Estimation for Location-based Human Adaptive Air-conditioner in Smart Home

스마트 홈에서 위치 기반 인간 적응형 냉난방기를 위한 신체 활동량 추정

  • 김현희 (부산대학교 지능기계공학과) ;
  • 이석 (부산대학교 기계공학부) ;
  • 이경창 (부경대학교 전기제어공학부)
  • Published : 2010.01.01

Abstract

If an appliance perceives the location or health condition of a resident in the smart home, it can provide more intelligent service actively. That is, while the conventional appliance is operated by manual input of a resident, the location-based human adaptive appliance detects the resident's information such as location, activity pattern, or health condition by itself and provides the most suitable living condition for the resident autonomously. This paper presents the real-time location-based metabolic rate estimation method that measures the amount of physical activity (metabolic rate) for location-based human adaptive air-conditioner. And, the feasibility of the algorithm is evaluated experimentally on a test bed using the pyroelectric infrared sensor-based indoor location aware system (PILAS) that is a non-terminal-based location-aware system.

Keywords

References

  1. 조영조, "스마트 홈의 유비쿼터스 컨트롤 기술-현황과 전망," 제어.자동화.시스템학회지, 제9권 제6호, pp. 12-17, 2003.
  2. M. R. Cabrer, R. P. D. Redondo, A. F. Vilas, A. Arias, and J. Duque, "Controlling the smart home from TV," IEEE Transactions on Consumer Electronics, vol. 52, no. 2, pp. 421-429, 2006. https://doi.org/10.1109/TCE.2006.1649659
  3. K. S. Lee, K. C. Lee, S. Lee. K. T. Oh, and S. M. Baek, "Network configuration technique for home appliances based on LnCP," IEEE Transactions on Consumer Electronics, vol. 49, no. 2, pp. 367-374, 2003. https://doi.org/10.1109/TCE.2003.1209527
  4. B. Rose, "Home networks: A standards perspective," IEEE Communications Magazine, vol. 39, no. 12, pp. 78-85, 2001. https://doi.org/10.1109/35.968816
  5. H. Liu, H. Darabi, P. Baneljee, and J. Liu, "Survey of Wireless Indoor Positioning Techniques and Systems," IEEE Transactions on Systems, Man, and Cybermetics, Part C, vol. 37, No. 6, pp. 1067-1080, 2007. https://doi.org/10.1109/TSMCC.2007.905750
  6. J. Hightower and G. Borriello, "Location systems for ubiquitous computing," IEEE Computer, vol. 34, no. 8, pp. 57-66, 2001. https://doi.org/10.1109/2.940014
  7. 조봉수, 조석빈, 양성오, 백광렬, 이동활, "이중 주파수와 코드를 이용한 초음파 위치 인식 시스템 구현," 제어.로봇.시스템학회 논문지, 제14권 제7호, pp. 647-655, 2008. https://doi.org/10.5302/J.ICROS.2008.14.7.647
  8. T. S. Barger, D. E. Brown, and M. Alwan, "Health-status monitoring through analysis of behavioral patterns," IEEE Transactions on Systems, Man and Cybernetics, Part A, vol. 35, no. 1, pp. 22-27, 2005. https://doi.org/10.1109/TSMCA.2004.838474
  9. C. Caspersen, K. Powell, and G. Christenson, "Physical activity, exercise, and physical fitness: definitions and distinctions for health-related research," Public Health Reports, vol. 100, no. 2, pp. 126-131, 1985.
  10. S. M. Ceesay, A. M. Prentice, K. C. Day, P. R. Murgatroyd, G. R. Goldberg, W. Scott, and G. B. Spurr, "The use of heart rate monitoring in the estimation of energy expenditure: a validation study using indirect whole-body calorimetry," British Journal of Nutrition, vol. 61, no. 2, pp. 175-786, 1989. https://doi.org/10.1079/BJN19890107
  11. 유향미, 서재원, 차은종, 배현덕, "3축 가속도 센서를 이용한 보행 횟수 검출 알고리즘과 활동 모니터링," 한국콘텐츠학회논문지, 제8권 제8호, pp. 253-260, 2008. https://doi.org/10.5392/JKCA.2008.8.8.253
  12. Y. Schutz, R. L. Weinsier, and G. R. Hunter, "Assessment of free-living physical activity in humans: An overview of currently available and proposed new measures," Obesity Research, vol. 9, no. 6, 368-379, 2001. https://doi.org/10.1038/oby.2001.48
  13. 이대택, 서용석, 손윤선, 문은미, 진유정, "국제신체활동량질문지(IPAQ)를 이용한 과체중 중년 주부들의 신체활동량 추정 및 신뢰도 평가," 한국생활환경학회지, 제14권 제1호, pp. 1-8, 2007.
  14. ISO 8996:2004, Ergonomics of the thermal environment-Determination of metabolic rate, 2004.
  15. 하경남, 이경창, 이석, "스마트 홈을 위한 PIR 센서 기반 댁내 위치 인식 시스템 개발," 제어.자동화.시스템공학 논문지, 제12권 제9호, pp. 905-911, 2006. https://doi.org/10.5302/J.ICROS.2006.12.9.905
  16. H. H. Kim, K. N. Ha, S. Lee, and K. C. Lee, "Resident location-recognition algorithm using a bayesian classifier in the PIR sensor-based indoor location-aware system," IEEE Transactions on Systems, Man, and Cybernetics-Part C: Applications and Reviews, vol. 39, no. 2, pp. 240-245, 2009. https://doi.org/10.1109/TSMCC.2008.2008099

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