The Analysis of Neuro-Fuzzy on External Factors of Sleep and Personal Sleep Arousal

KIPS Transactions on Computer and Communication Systems, Vol. 7, No.7, pp.175-182, July 2018
10.3745/KTCCS.2018.7.7.175, Full Text

Abstract

The purpose of this study is to analyze the effect of sleep environment on individual sleep and to calculate optimal sleep environment. The input and output data sets are selected and the optimized sleep environment information is calculated using the neuro-fuzzy technique. Provides optimal sleep environment considering sleep duration. The arousal ratio calculated by the proposed method is 12%, which is at least 5% lower than the previous studies.


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Cite this paper

[KIPS Transactions Style]
J. Ha, S. Choi, J. Kim, and W. Cho, "The Analysis of Neuro-Fuzzy on External Factors of Sleep and Personal Sleep Arousal," KIPS Transactions on Computer and Communication Systems, Vol.7, No.7, pp.175-182, 2018, DOI: 10.3745/KTCCS.2018.7.7.175.

[IEEE Style]
Jeong-Ho Ha, Sun-Tak Choi, Jun-Ho Kim, and We-Duke Cho, "The Analysis of Neuro-Fuzzy on External Factors of Sleep and Personal Sleep Arousal," KIPS Transactions on Computer and Communication Systems, vol. 7, no. 7, pp. 175-182, 2018. DOI: 10.3745/KTCCS.2018.7.7.175.

[ACM Style]
Ha, J., Choi, S., Kim, J., and Cho, W. 2018. The Analysis of Neuro-Fuzzy on External Factors of Sleep and Personal Sleep Arousal. KIPS Transactions on Computer and Communication Systems, 7, 7, (2018), 175-182. DOI: 10.3745/KTCCS.2018.7.7.175.