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

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

研究成果: Conference contribution

抄録

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.

元の言語English
ホスト出版物のタイトル2015 IEEE SENSORS - Proceedings
出版者Institute of Electrical and Electronics Engineers Inc.
ISBN(電子版)9781479982028
DOI
出版物ステータスPublished - 2015 12 31
イベント14th IEEE SENSORS - Busan, Korea, Republic of
継続期間: 2015 11 12015 11 4

Other

Other14th IEEE SENSORS
Korea, Republic of
Busan
期間15/11/115/11/4

Fingerprint

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

ASJC Scopus subject areas

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

これを引用

Hirasawa, K., Takahashi, R., Takei, Y., Nanto, H., & Saitoh, A. (2015). Dynamical threshold setting method using outlier rejection test for sensor reaction detection. : 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.

研究成果: Conference contribution

Hirasawa, K, Takahashi, R, Takei, Y, Nanto, H & Saitoh, A 2015, Dynamical threshold setting method using outlier rejection test for sensor reaction detection. : 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. : 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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