cleanUrl: /research/research-area/human-activity
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๋ณต์ฌ
์นด๋ฉ๋ผ๋ ์จ์ด๋ฌ๋ธ ๊ธฐ๊ธฐ์๋ ๋น์นจ์ต์ Human Activity Recognition
Wi-ESP๋ ์ฌ๋์ ํ๋์ ๊ฐ์งํ๊ณ ๊ธฐ๋กํ๊ธฐ ์ํด WiFi ์ฑ๋ ์ํ ์ ๋ณด(CSI)๋ฅผ ์ฌ์ฉํ๋ ๊ธฐ์ ์
๋๋ค. WiFi CSI๋ WiFi ํต์ ์ฑ๋์ ์ํ์ ๋ํ ํผ๋๋ฐฑ์ผ๋ก Wi-ESP ์๋์ ํต์ฌ์ ESP32 ๋ชจ๋์
๋๋ค. ์ด ๋ชจ๋์ ์ฌ๋์ ์์ง์์ด ๋ฐ์๋ WiFi CSI๋ฅผ ์์งํฉ๋๋ค.
์์ง๋ ๋ฐ์ดํฐ ํ์ต์ ํตํด ์ฌ๋์ ์์ง์์ ๊ฐ์ง ๋ฐ ๋ถ๋ฅํ๊ณ , VO2max(์ฐ์์ต๋์๋น๋) ์ ๋ณด์ ์ฐ๊ณํ์ฌ ์์ง์ ๊ฐ๋ ์์ค์ ์ถ์ ํฉ๋๋ค.
Publications
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2024
Deep learning approach for dysphagia detection by syllable-based speech analysis with daily conversations
Open
Scientific Reports
Explainable AI
Artificial Intelligence
Digital Twin
IoT
Rehabilitation
Seokhyeon Heo, Kyeong Eun Uhm, Doyoung Yuk, Bo Mi Kwon, Byounghyun Yoo, Jisoo Kim, Jongmin Lee
https://doi.org/10.1038/s41598-024-70774-z2024/08/31
SCIE
SCOPUS
2024
Addressing IoT Storage Constraints: A Hybrid Architecture for Decentralized Data Storage and Centralized Management
Open
Internet of Things
IoT
IFPS
Digital Twin
Chanhyuk Lee, Jisoo Kim, Heedong Ko, Byounghyun Yoo
https://doi.org/10.1016/j.iot.2023.1010142024/04/01
SCIE
SCOPUS
2024
ํ๊ตญCDEํํ ๋๊ณํ์ ๋ํ
IoT
Digital Twin
Aheun Kwak, Woojae Kim, Byounghyun Yoo, Heedong Ko
2024/01/31 โ 2024/02/01
2024
Device Free Wireless Sensing based Human Activity Recognition Using Commercial Off-the-Shelf IoT Single-Board Computers
Open
IEEE International Conference on Consumer Electronics
IoT
Digital Twin
Muhammad Atif, Byounghyun Yoo, Heedong Ko
https://doi.org/10.1109/ICCE59016.2024.104441432024/01/05 โ 2024/01/08
SCOPUS
2024
IEEE International Conference on Consumer Electronics
IoT
Digital Twin
Woojae Kim, Aheun Kwak, Byounghyun Yoo, Heedong Ko
https://doi.org/10.1109/ICCE59016.2024.104442442024/01/05 โ 2024/01/08
SCOPUS
2023
IEEE Consumer Electronics Magazine
Digital Twin
IoT
Shapna Muralidharan, Byounghyun Yoo, Heedong Ko
https://doi.org/10.1109/MCE.2022.31510232023/05/01
SCIE
SCOPUS
2022
๋ถ์ฐํ ๋ฐ์ดํฐ ์ฒ๋ฆฌ ์์คํ
์ ์ด์ฉํ ๋ค์ค ์ผ์ ๊ธฐ๋ฐ ์ฌ๋ ํ๋ ๋ชจ๋ํฐ๋ง
Open
ํ๊ตญCDEํํ ํ๊ณํ์ ๋ํ
Digital Twin
IoT
Explainable AI
Jisoo Kim, Muhammad Atif, Jee Young Moon, Chanhyuk Lee, Jaephil Choi, Byounghyun Yoo
2022/08/24 โ 2022/08/26
2022
Journal of Computational Design and Engineering
IoT
Digital Twin
Machine Learning
Muhammad Atif, Shapna Muralidharan, Heedong Ko, and Byounghyun Yoo
https://doi.org/10.1093/jcde/qwac0372022/05/23
SCIE
SCOPUS
2022
ํ๊ตญ์ ๋ฐ๊ณตํํ ์ถ๊ณํ์ ๋ํ
IoT
Artificial Intelligence
Explainable AI
Jisoo Kim, Jee Young Moon, Chanhyuk Lee, Byounghyun Yoo
2022/05/11 โ 2022/05/13
2022
ํ๊ตญCDEํํ ๋๊ณํ์ ๋ํ
IoT
Artificial Intelligence
Explainable AI
Jisoo Kim, Jee Young Moon, Byounghyun Yoo
2022/02/09 โ 2022/02/12
2020
Journal of Computational Design and Engineering
IoT
Digital Twin
Machine Learning
Muhammad Atif, Shapna Muralidharan, Heedong Ko, Byounghyun Yoo
https://doi.org/10.1093/jcde/qwaa0482020/10/13
SCIE
SCOPUS
2020
IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI)
Digital Twin
IoT
Artificial Intelligence
Computer Vision
Chanwoong Lee, Hyorim Choi, Shapna Muralidharan, Heedong Ko, Byounghyun Yoo, Gerard J. Kim
https://doi.org/10.1109/MFI49285.2020.92352692020/09/14 โ 2020/09/16
2020
IEEE International Conference on Consumer Electronics (ICCE)
Digital Twin
IoT
Shapna Muralidharan, Byounghyun Yoo, Heedong Ko
https://doi.org/10.1109/ICCE46568.2020.90430882020/01/04 โ 2020/01/06
2019
IEEE International Conference on Embedded and Ubiquitous Computing (IEEE EUC)
Digital Twin
IoT
Byounghyun Yoo, Shapna Muralidharan, Chanwoong Lee, Jia Lee, and Heedong Ko
https://doi.org/10.1109/CSE/EUC.2019.000802019/08/01 โ 2019/08/03
2018
ํ๊ตญCDEํํ ํ๊ณํ์ ๋ํ
Digital Twin
IoT
Chanwoong Lee, Gyuwon Song, Byounghyun Yoo, Heedong Ko, Hyoung-Gon Kim
2018/08/21 โ 2018/08/24
2018
International Journal of Ad Hoc and Ubiquitous Computing
IoT
Digital Twin
Daeil Seo, Byounghyun Yoo, Heedong Ko
https://doi.org/10.1504/IJAHUC.2016.100019622018/03/20
SCIE
SCOPUS
2018
ํ๊ตญCDEํํ ๋๊ณํ์ ๋ํ
IoT
Digital Twin
Wanho Im, Chanwoong Lee, Daeil Seo, Byounghyun Yoo, Heedong Ko
2018/01/23 โ 2018/01/26
Best Poster Award
2017
ํ๊ตญCDEํํ ํ๊ณํ์ ๋ํ
IoT
Digital Twin
Wanho Im, Jongho Lee, Yongjae Lee, Daeil Seo, Byounghyun Yoo
2017/08/17 โ 2017/08/18
2017
ํ๊ตญCDEํํ ๋๊ณํ์ ๋ํ
IoT
Digital Twin
Augmented Reality
Webizing
WebXR
Doyeon Kim, Daeil Seo, Byounghyun Yoo
2017/02/08 โ 2017/02/10
2017
IEEE International Conference on Consumer Electronics (ICCE)
IoT
Digital Twin
Webizing
Augmented Reality
Daeil Seo, Doyeon Kim, Byounghyun Yoo, Heedong Ko
https://doi.org/10.1109/ICCE.2017.78892122017/01/08 โ 2017/01/10
2016
Lecture Notes in Computer Science
IoT
Digital Twin
Webizing
Daeil Seo, Doyeon Kim, Byounghyun Yoo, Heedong Ko
https://doi.org/10.1007/978-3-319-39862-4_122016/07/01
SCOPUS
2015
IEEE International Conference on Consumer Electronics (ICCE)
Digital Twin
IoT
Webizing
Daeil Seo, Byounghyun Yoo, Heedong Ko
https://doi.org/10.1109/ICCE.2015.70663082015/01/09 โ 2015/01/12
2014
International Journal of Digital Earth
Webizing
Virtual Reality
IoT
Digital Twin
Byounghyun Yoo, V. Jusdon Harward
https://doi.org/10.1080/17538947.2013.8073062014/09/01
SCIE
SCOPUS
2012
IADIS International Journal on WWW/Internet
Webizing
Geovisualization
Virtual Reality
IoT
Digital Twin
Byounghyun Yoo
https://doi.org/10.4018/978-1-4666-8147-7.ch0092012/12/01
2012
IADIS International Conference WWW/Internet
Webizing
Geovisualization
Virtual Reality
IoT
Digital Twin
Byounghyun Yoo
2012/10/18 โ 2012/10/21
Best Paper Award
2011
Workshop on Sensor Web Enablement
Webizing
Geovisualization
IoT
Virtual Reality
Digital Twin
Byounghyun Yoo
2011/10/07 โ 2011/10/11
2010
Web-service and subsystems for sharing meteorological data through cyber-infrastructure for environmental sensing and modeling
Open
GSDI (Global Spatial Data Infrastructure Association) 12 World Conference
IoT
Digital Twin
Webizing
Byounghyun Yoo, V. Jusdon Harward
https://www.researchgate.net/publication/2564596352010/10/19 โ 2010/10/22