ESTIMATION OF THE NUMBER OF WALKING PEOPLE IN STAIRCASES USING INFRARED HUMAN DETECTION SENSORS
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- OSARAGI Toshihiro
- School of Environment and Society, Tokyo Institute of Technology
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- YOSHIYUKI Natsumi
- Former School of Environment and Society, Tokyo Institute of Technology
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- KISHIMOTO Maki
- School of Environment and Society, Tokyo Institute of Technology
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- OKI Takuya
- School of Environment and Society, Tokyo Institute of Technology
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- IYAMA Jun
- School of Engineering, The University of Tokyo
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- FUKUSHIMA Yoshihiro
- School of Engineering, The University of Tokyo
Bibliographic Information
- Other Title
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- 赤外線人感センサを用いた階段室内歩行者数の推定
Abstract
<p>The spatial distribution of people in a building could provide valuable information for an effective guidance in emergency. This paper aims to develop a method to estimate the number of walking people in staircases using infrared human detection sensors. First, we constructed a walking behavior model and a sensor response model using the survey data observed in an emergency drill. Next, using these two models, we generated a large volume training data on human flows and corresponding sensor responses for a neural network model. Finally, we demonstrated the validation of the model through the comparison with the survey data.</p>
Journal
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- Journal of Architecture and Planning (Transactions of AIJ)
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Journal of Architecture and Planning (Transactions of AIJ) 87 (799), 1699-1707, 2022-09-01
Architectural Institute of Japan
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Keywords
Details 詳細情報について
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- CRID
- 1390293268648756992
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- ISSN
- 18818161
- 13404210
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- Text Lang
- ja
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- Data Source
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- JaLC
- Crossref
- KAKEN
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- Abstract License Flag
- Disallowed