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A Study on the Sleep Analysis Using H-MOTE2420 Sensor and Scene Change Detection

초록

영어

Sleep is an essentially physiologic phenomenon that compels humans to spend one-third of their lives sleeping. This paper deals with the correlation between sleep and condition data acquired from the data concerning bedroom sleep environments. The first thing we did in order to measure sleep environments was to install and run TinyOS, a compact operating system. Then we collected environmental data using the humidity sensor (SHT11) and the ambient light sensor (GL5507) in the H-MOTE2420 sensor. In this paper, the microphone sensor (WM62A) is not dealt with. Next, the subjects were asked to enter the information about levels of fatigue, levels of drinking, and levels of stomach emptiness as the weighting information affecting sleep. Finally, the difference image, the color histogram, and the χ2 histogram, all of which are scene change detection methods, were used to detect scene transitions. The scenes obtained through scene change detection mean the number of the subjects' tossing and turning under different situations for different weights. In this paper, we used tables and figures, in particular, to make it easier to understand how frequently different levels of drinking left the subjects tossing and turning during sleep.

목차

Abstract
 1. Introduction
 2. Related Research
 3. TinyOS and Sensor
  3.1. TinyOS
  3.2. Sensor
 4. Sleep Measurement by Scene Change Detection
  4.1. Difference image
  4.2. Color histogram
  4.3. χ2 Histogram
 5. Experimental Result
  5.1. Difference image experiment
  5.2. Color histogram experiment
  5.3. X2 histogram experiment
  5.4. The results of the experiment
 6. Conclusion
 References

저자정보

  • Seong-Yoon Shin Kunsan National Univ., 1170 Daehangno, Gunsan, Kunsan, 573-701, South Korea
  • Yang-Won Rhee Kunsan National Univ., 1170 Daehangno, Gunsan, Kunsan, 573-701, South Korea
  • Dai-Hyun Jang Kunsan National Univ., 1170 Daehangno, Gunsan, Kunsan, 573-701, South Korea
  • Hyoung-Keun Park Namseoul Univ., 91 Daehak-ro Seonghwan-eup Cheonan, 331-707, South Korea
  • Hyun-Chang Lee Wonkwang Univ., 460 Iksan-Daero, Iksan, Jeonbuk, 570-749, South Korea

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