| Paper Abstract and Keywords |
| Presentation |
2016-06-16 14:40
The Behavior Estimation Scheme using the Illuminance Sensor attached to Clothes
Hiroki Murakami, Hiroto Aida, Daisuke Yamashita, Keisuke Soma, Miki Mitsunori (Doshisha Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Recently, various studies have been conducted
on human behavior or place estimation from sensors in a smartphone.
There are many studies estimating human behavior using GPS.
However, GPS has problems in terms of power consumption and indoor localization.
In this paper,
we propose a method for human behavior and place estimation
using illuminance lifelog from illuminance sensor attached on clothing.
As a smartphone component, illuminance sensor is expected to be useful
because of its low power consumption.
We verify the effectiveness and limitations of
human behavior and place estimation using illuminance lifelog.
We conducted classification experiments of Indoor/Outdoor, Home/Lab/Other and 3 rooms.
As a , we confirmed that it was possible to recognize the
Indoor/Outdoor on average 82.5 %,
Home/Lab/Other on average 75.7 % and
3 rooms on average 93.0 % of recognition rate. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
smartphone / behavior estimation / lifelog / illuminance / / / / |
| Reference Info. |
IEICE Tech. Rep. |
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| Download PDF |
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| Conference Information |
| Committee |
HPB |
| Conference Date |
2016-06-16 - 2016-06-17 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
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| Topics (in Japanese) |
(See Japanese page) |
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| Paper Information |
| Registration To |
HPB |
| Conference Code |
2016-06-HPB |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
The Behavior Estimation Scheme using the Illuminance Sensor attached to Clothes |
| Sub Title (in English) |
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| Keyword(1) |
smartphone |
| Keyword(2) |
behavior estimation |
| Keyword(3) |
lifelog |
| Keyword(4) |
illuminance |
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| 1st Author's Name |
Hiroki Murakami |
| 1st Author's Affiliation |
Doshisha University (Doshisha Univ.) |
| 2nd Author's Name |
Hiroto Aida |
| 2nd Author's Affiliation |
Doshisha University (Doshisha Univ.) |
| 3rd Author's Name |
Daisuke Yamashita |
| 3rd Author's Affiliation |
Doshisha University (Doshisha Univ.) |
| 4th Author's Name |
Keisuke Soma |
| 4th Author's Affiliation |
Doshisha University (Doshisha Univ.) |
| 5th Author's Name |
Miki Mitsunori |
| 5th Author's Affiliation |
Doshisha University (Doshisha Univ.) |
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| Speaker |
Author-2 |
| Date Time |
2016-06-16 14:40:00 |
| Presentation Time |
25 minutes |
| Registration for |
HPB |
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