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 Japanese) | (See Japanese page) |
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 Information | |
Committee | USN |
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Conference Date | 2012/5/10(1days) |
Place (in Japanese) | (See Japanese page) |
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Topics (in Japanese) | (See Japanese page) |
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Paper Information | |
Registration To | Ubiquitous and Sensor Networks(USN) |
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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 |