지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2024.2
- 수록면
- 229 - 240 (12page)
- DOI
- 10.9717/kmms.2024.27.2.229
이용수
초록· 키워드
오류제보하기
Existing methods for measuring sleep postures primarily involve installing cameras above the bed to photograph and analyze sleep postures, or attaching sensors directly to the body to measure changes in sleep postures. However, these methods typically require a visit to a hospital and attaching sensors to the body for sleep analysis, hence, to overcome these issues, a new method of measuring sleep postures was devised using pressure sensors in mattresses. But placing over 50 pressure sensors across the entire mattress led to increased production costs and the need for substantial computing resources to handle complex data processing. To solve these problems, this study proposes a smart sensor and an improved algorithm that concentrates 13 pressure sensors in the upper body area of the mattress for measuring sleep postures. The smart pressure sensors are strategically placed in areas where body weight is primarily concentrated, such as the shoulders, chest, and elbows, to collect data. The data is then processed by the sleep posture classification algorithm, effectively categorizing the user"s sleeping postures. The smart sensor developed in this paper demonstrates high accuracy, identifying and recording changes in the user"s sleeping postures with an average accuracy of 88.12%, all at a reduced cost.
목차
ABSTRACT
1. 서론
2. 관련연구
3. 수면자세 측정용 스마트 수면센서
4. 실험 및 평가
5. 결론
REFERENCE
참고문헌 (17)
참고문헌 신청
J.A. Kim and S.Y. Lee, “Health Behaviors and Dietary Habits According to Sleep Duration in Korean Adults Based on the 2013–2015 Korea National Health and Nutrition Examination Survey,” Korean Journal of Health Promotion, Vol. 19, No. 4, pp. 237-247, 2019.
H.K. Han and B.M. Lee, “Customized Eyelid Warming Control Technique Using EEG Data in a Warming Mask for Sleep Induction,” Journal of Korea Multimedia Society, Vol. 24, No. 8, pp. 1149-1160, 2021.
G. Balakrishnan, D. Burli, K. Behbehani, J.R. Burk, and E.A. Lucas, “Comparison of a Sleep Quality Index Between Normal and Obstructive Sleep Apnea Patients,” 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference, pp. 1154-1157, 2006.
D. Cary, A. Jacques, and K. Briffa, “Examining Relationships Between Sleep Posture, Waking Spinal Symptoms and Quality of Sleep: A Cross Sectional Study,” Plos One, Vol. 16, No. 11, e0260582, 2021.
E. Chung and Y. Lee, “The Relation of Fatigue, Stress with Quality of Sleep Among Nursing Students,” The Journal of the Convergence on Culture Technology, Vol. 6, No. 4, pp. 311-316, 2020.
H.K. Han and B.M. Lee, “Customized Eyelid Warming Control Technique Using EEG Data in a Warming Mask for Sleep Induction,” Journal of Korea Multimedia Society, Vol. 24, No. 8, pp. 1149-1160, 2021.
G. Balakrishnan, D. Burli, K. Behbehani, J.R. Burk, and E.A. Lucas, “Comparison of a Sleep Quality Index Between Normal and Obstructive Sleep Apnea Patients,” 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference, pp. 1154-1157, 2006.
D. Cary, A. Jacques, and K. Briffa, “Examining Relationships Between Sleep Posture, Waking Spinal Symptoms and Quality of Sleep: A Cross Sectional Study,” Plos One, Vol. 16, No. 11, e0260582, 2021.
E. Chung and Y. Lee, “The Relation of Fatigue, Stress with Quality of Sleep Among Nursing Students,” The Journal of the Convergence on Culture Technology, Vol. 6, No. 4, pp. 311-316, 2020.
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