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ENHANCED SLEEP SPINDLE DETECTOR BASED ON THE FUJIMORI METHOD

Abstract: 

Afternoon sleepiness in daily life reduces arousal level, performance, and so on. It has been cleared that short naps are effective to cancel the sleepiness. Sleep stage 2 is one of important factors about sleeping especially in short time nap. Sleep spindles are especially important hallmarks of sleep stage 2. Therefore, it is necessary to find a spindle for analysis in sleep stage 2.
In this paper, we propose an enhanced sleep spindle detector in time domain. In the proposed method, the sleep spindle waves are detected using the improved Fujimori’s method and cumulative sum chart. Through example, the proposed method can detect the sleep spindles with 97.32 % sensitivity compared with a medical specialist. The proposed method can also extract theta and delta waves.

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Paper Details

Authors:
Takashi Yoshida, Mitsuo Hayashi, Naoyuki Aikawa
Submitted On:
12 November 2017 - 9:20am
Short Link:
Type:
Presentation Slides
Event:
Presenter's Name:
Yuka Kawashima
Paper Code:
1325
Document Year:
2017
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Document Files

GSIP_kawashima4.pdf

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GSIP_kawashima4.pdf

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[1] Takashi Yoshida, Mitsuo Hayashi, Naoyuki Aikawa, "ENHANCED SLEEP SPINDLE DETECTOR BASED ON THE FUJIMORI METHOD", IEEE SigPort, 2017. [Online]. Available: http://sigport.org/2285. Accessed: Jan. 22, 2018.
@article{2285-17,
url = {http://sigport.org/2285},
author = {Takashi Yoshida; Mitsuo Hayashi; Naoyuki Aikawa },
publisher = {IEEE SigPort},
title = {ENHANCED SLEEP SPINDLE DETECTOR BASED ON THE FUJIMORI METHOD},
year = {2017} }
TY - EJOUR
T1 - ENHANCED SLEEP SPINDLE DETECTOR BASED ON THE FUJIMORI METHOD
AU - Takashi Yoshida; Mitsuo Hayashi; Naoyuki Aikawa
PY - 2017
PB - IEEE SigPort
UR - http://sigport.org/2285
ER -
Takashi Yoshida, Mitsuo Hayashi, Naoyuki Aikawa. (2017). ENHANCED SLEEP SPINDLE DETECTOR BASED ON THE FUJIMORI METHOD. IEEE SigPort. http://sigport.org/2285
Takashi Yoshida, Mitsuo Hayashi, Naoyuki Aikawa, 2017. ENHANCED SLEEP SPINDLE DETECTOR BASED ON THE FUJIMORI METHOD. Available at: http://sigport.org/2285.
Takashi Yoshida, Mitsuo Hayashi, Naoyuki Aikawa. (2017). "ENHANCED SLEEP SPINDLE DETECTOR BASED ON THE FUJIMORI METHOD." Web.
1. Takashi Yoshida, Mitsuo Hayashi, Naoyuki Aikawa. ENHANCED SLEEP SPINDLE DETECTOR BASED ON THE FUJIMORI METHOD [Internet]. IEEE SigPort; 2017. Available from : http://sigport.org/2285