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

Content Provider	IEEE Xplore Digital Library
Author	Hirasawa, K. Takahashi, R. Takei, Y. Nanto, H. Saitoh, A.
Copyright Year	2015
Description	Author affiliation: Dept. of Eng., Kanazawa Inst. of Teclinology, Isliikawa, Japan (Takahashi, R.) \|\| AMS R&D Center, Kanazawa Inst. of Teclinology, Isliikawa, Japan (Hirasawa, K.; Takei, Y.; Nanto, H.) \|\| Dept. of Eng., Shibaura Inst. of Technol., Tokyo, Japan (Saitoh, A.)
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.
Sponsorship	IEEE
Starting Page	1
Ending Page	4
File Size	2456426
Page Count	4
File Format	PDF
e-ISBN	9781479982035
DOI	10.1109/ICSENS.2015.7370626
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-11-01
Publisher Place	South Korea
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Gas detectors Atmosphere Robot sensing systems Feature extraction Humidity Atmospheric measurements Resistance Outlier Rejection Multiple sensor Classification
Content Type	Text
Resource Type	Article

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