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International Conference on Broadband and Wireless Computing, Communication and Applications

BWCCA 2017: Advances on Broad-Band Wireless Computing, Communication and Applications pp 682–690Cite as

A Fuzzy-Based System for Actor Node in an Ambient Intelligence Testbed: Effects of Different Parameters on Human Sleeping Conditions

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Part of the book series: Lecture Notes on Data Engineering and Communications Technologies ((LNDECT,volume 12))

Abstract

Ambient intelligence (AmI) deals with a new world of ubiquitous computing devices, where physical environments interact intelligently and unobtrusively with people. AmI environments can be diverse, such as homes, offices, meeting rooms, schools, hospitals, control centers, vehicles, tourist attractions, stores, sports facilities, and music devices. In our previous work, we presented the implementation and evaluation of actor node for AmI testbed. The actor node is equipped with a Reidan Shiki PAD and a fluorescent lamp. For evaluation, we considered respiratory rate and heart rate metrics. We carried out an experiments and clustered sensed data by k-means clustering algorithm. From experimental results, we found that the actor node of the implemented AmI testbed gives a good effect to human during sleeping. In this paper, we use fuzzy based model to check the effect of three parameters on human during sleeping.

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Author information

Authors and Affiliations

  1. Graduate School of Engineering, Fukuoka Institute of Technology (FIT), 3-30-1 Wajiro-Higashi, Higashi-ku, Fukuoka, 811–0295, Japan

    Ryoichiro Obukata, Kosuke Ozera, Yi Liu, Shinji Sakamoto & Leonard Barolli

  2. Faculty of Information Technology, Polytechnic University of Tirana, Mother Teresa Square, No.4, Tirana, Albania

    Kevin Bylykbashi

Authors
  1. Ryoichiro Obukata
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  2. Kevin Bylykbashi
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  3. Kosuke Ozera
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  4. Yi Liu
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  5. Shinji Sakamoto
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  6. Leonard Barolli
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Corresponding author

Correspondence to Ryoichiro Obukata .

Editor information

Editors and Affiliations

  1. Faculty of Information Engineering, Department of Information and Communication Engineering, Fukuoka Institute of Technology, Fukuoka, Japan

    Leonard Barolli

  2. Technical University of Catalonia, Barcelona, Spain

    Fatos Xhafa

  3. Open University of Catalonia, Barcelona, Spain

    Jordi Conesa

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Obukata, R., Bylykbashi, K., Ozera, K., Liu, Y., Sakamoto, S., Barolli, L. (2018). A Fuzzy-Based System for Actor Node in an Ambient Intelligence Testbed: Effects of Different Parameters on Human Sleeping Conditions. In: Barolli, L., Xhafa, F., Conesa, J. (eds) Advances on Broad-Band Wireless Computing, Communication and Applications. BWCCA 2017. Lecture Notes on Data Engineering and Communications Technologies, vol 12. Springer, Cham. https://doi.org/10.1007/978-3-319-69811-3_61

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  • DOI: https://doi.org/10.1007/978-3-319-69811-3_61

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-69810-6

  • Online ISBN: 978-3-319-69811-3

  • eBook Packages: EngineeringEngineering (R0)

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