Identification of living environments for secure living spaces based on bio-inspired approach

Masato Hasumi, Akira Mita

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

In this paper, we propose a novel user identification system which uses acceleration sensors. We obtain the acceleration data of vibration of floor which was generated by walking of action due to occupants, using the acceleration sensors placed on the floor. We identify the occupants by the vibration information. Compared to previous propose identification method using pressure sensors, the proposed method is superior in its transparent mechanism. It is less costly and less complex. We tested several pattern recognition methods. It turned out that Neural Network approach provided the best accuracy.

Original languageEnglish
Title of host publication2nd International Conference on Advances in Experimental Structural Engineering, AESE 2007
PublisherEUCENTRE
Pages560-565
Number of pages6
ISBN (Electronic)9780000000002
Publication statusPublished - 2007 Jan 1
Event2nd International Conference on Advances in Experimental Structural Engineering, AESE 2007 - Shanghai, China
Duration: 2007 Dec 42007 Dec 6

Publication series

NameInternational Conference on Advances in Experimental Structural Engineering
Volume2007-December
ISSN (Electronic)2522-2503

Conference

Conference2nd International Conference on Advances in Experimental Structural Engineering, AESE 2007
CountryChina
CityShanghai
Period07/12/407/12/6

Keywords

  • Pattern recognition
  • User identification
  • Walking pattern

ASJC Scopus subject areas

  • Civil and Structural Engineering
  • Building and Construction

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  • Cite this

    Hasumi, M., & Mita, A. (2007). Identification of living environments for secure living spaces based on bio-inspired approach. In 2nd International Conference on Advances in Experimental Structural Engineering, AESE 2007 (pp. 560-565). (International Conference on Advances in Experimental Structural Engineering; Vol. 2007-December). EUCENTRE.