Dynamical threshold setting method using outlier rejection test for sensor reaction detection

Kazuki Hirasawa, Rika Takahashi, Yoshinori Takei, Hidehito Nanto, Atsushi Saitoh

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

Abstract

In many of countries facing the aged society, it is expected that the serious society problem like lonely death will be increasing. Therefore, the system watching over elder's life is very important. Then, we developed the system that watching over elder's life using information about indoor ambient atmosphere changes. Indoor ambient atmosphere is changed by acted daily activities regardless of the age or sex of resident. Our system acquired such changes using 7 sensors (gas, temperature, humidity, brightness) and could recognize daily activities using information that extracted by observer. In this paper, we describe a method for detection of the information that related resident's daily activities automatically. For such purpose, we propose a method for threshold setting using statistically technique and a method for extraction of information related resident's daily activity using multiple sensors.

Original languageEnglish
Title of host publication2015 IEEE SENSORS - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781479982028
DOIs
Publication statusPublished - 2015 Dec 31
Event14th IEEE SENSORS - Busan, Korea, Republic of
Duration: 2015 Nov 12015 Nov 4

Other

Other14th IEEE SENSORS
CountryKorea, Republic of
CityBusan
Period15/11/115/11/4

Fingerprint

Chemical sensors
rejection
Luminance
Atmospheric humidity
thresholds
sensors
Sensors
atmospheres
Temperature
gas temperature
death
humidity
brightness

Keywords

  • Classification
  • Multiple sensor
  • Outlier Rejection

ASJC Scopus subject areas

  • Instrumentation
  • Electronic, Optical and Magnetic Materials
  • Spectroscopy
  • Electrical and Electronic Engineering

Cite this

Hirasawa, K., Takahashi, R., Takei, Y., Nanto, H., & Saitoh, A. (2015). Dynamical threshold setting method using outlier rejection test for sensor reaction detection. In 2015 IEEE SENSORS - Proceedings [7370626] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICSENS.2015.7370626

Dynamical threshold setting method using outlier rejection test for sensor reaction detection. / Hirasawa, Kazuki; Takahashi, Rika; Takei, Yoshinori; Nanto, Hidehito; Saitoh, Atsushi.

2015 IEEE SENSORS - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2015. 7370626.

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

Hirasawa, K, Takahashi, R, Takei, Y, Nanto, H & Saitoh, A 2015, Dynamical threshold setting method using outlier rejection test for sensor reaction detection. in 2015 IEEE SENSORS - Proceedings., 7370626, Institute of Electrical and Electronics Engineers Inc., 14th IEEE SENSORS, Busan, Korea, Republic of, 15/11/1. https://doi.org/10.1109/ICSENS.2015.7370626
Hirasawa K, Takahashi R, Takei Y, Nanto H, Saitoh A. Dynamical threshold setting method using outlier rejection test for sensor reaction detection. In 2015 IEEE SENSORS - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2015. 7370626 https://doi.org/10.1109/ICSENS.2015.7370626
Hirasawa, Kazuki ; Takahashi, Rika ; Takei, Yoshinori ; Nanto, Hidehito ; Saitoh, Atsushi. / Dynamical threshold setting method using outlier rejection test for sensor reaction detection. 2015 IEEE SENSORS - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2015.
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