Presentation 2012/5/10
Automated Recognition of Indoor Activity based on Multi-Sensing
NOBUHIKO NISHIO, HARUMITSU FUJII, TAKUYA AZUMI,
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Abstract(in English) This article proposes a method to recognize user's fine-grain activity recognition using multiple sensor and creating sampled topological map. This method turned out to require two threshold values for determining to create a new sample cluster and to update existing sample clusters. We conducted some experiments and obtained result of under 0.1% miss recognition ratio through relatively short term sensing and automated updating of topological map.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) activity recognition / sensor fusion / Wi-Fi AP positioning / accelerometer
Paper # Vol.2012-UBI-34 No.30
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Conference Date 2012/5/10(1days)
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Registration To Ubiquitous and Sensor Networks(USN)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Automated Recognition of Indoor Activity based on Multi-Sensing
Sub Title (in English)
Keyword(1) activity recognition
Keyword(2) sensor fusion
Keyword(3) Wi-Fi AP positioning
Keyword(4) accelerometer
1st Author's Name NOBUHIKO NISHIO
1st Author's Affiliation Ritsumeikan University()
2nd Author's Name HARUMITSU FUJII
2nd Author's Affiliation Graduate School of Ritsumeikan University
3rd Author's Name TAKUYA AZUMI
3rd Author's Affiliation Ritsumeikan University
Date 2012/5/10
Paper # Vol.2012-UBI-34 No.30
Volume (vol) vol.112
Number (no) 31
Page pp.pp.-
#Pages 6
Date of Issue