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, Jul. 2018
10.3745/KTCCS.2018.7.7.175,   PDF Download:
Keywords: Neuro-Fuzzy System, Sleep Environment Parameter, Sleep Arousal, Parameter Analysis
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 article
[IEEE Style]
J. H. Ha, S. T. Choi, J. Kim, W. D. 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]
Jeong Ho Ha, Sun Tak Choi, Jun-Ho Kim, and We Duke Cho. 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.