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카메라나 웨어러블 기기없는 비침습적 Human Activity Recognition
Wi-ESP는 사람의 활동을 감지하고 기록하기 위해 WiFi 채널 상태 정보(CSI)를 사용하는 기술입니다. WiFi CSI는 WiFi 통신 채널의 상태에 대한 피드백으로 Wi-ESP 작동의 핵심은 ESP32 모듈입니다. 이 모듈은 사람의 움직임이 반영된 WiFi CSI를 수집합니다.
수집된 데이터 학습을 통해 사람의 움직임을 감지 및 분류하고, VO2max(산소최대소비량) 정보와 연계하여 움직임 강도 수준을 추정합니다.
Publications
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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
한국CDE학회 동계학술대회
IoT
Digital Twin
Aheun Kwak, Woojae Kim, Byounghyun Yoo, Heedong Ko
2024/01/31 → 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 → 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 → 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
한국CDE학회 하계학술대회
Digital Twin
IoT
Explainable AI
Jisoo Kim, Muhammad Atif, Jee Young Moon, Chanhyuk Lee, Jaephil Choi, Byounghyun Yoo
2022/08/24 → 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
한국정밀공학회 춘계학술대회
IoT
Artificial Intelligence
Explainable AI
Jisoo Kim, Jee Young Moon, Chanhyuk Lee, Byounghyun Yoo
2022/05/11 → 2022/05/13
2022
한국CDE학회 동계학술대회
IoT
Artificial Intelligence
Explainable AI
Jisoo Kim, Jee Young Moon, Byounghyun Yoo
2022/02/09 → 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 → 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 → 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 → 2019/08/03
2018
한국CDE학회 하계학술대회
Digital Twin
IoT
Chanwoong Lee, Gyuwon Song, Byounghyun Yoo, Heedong Ko, Hyoung-Gon Kim
2018/08/21 → 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
한국CDE학회 동계학술대회
IoT
Digital Twin
Wanho Im, Chanwoong Lee, Daeil Seo, Byounghyun Yoo, Heedong Ko
2018/01/23 → 2018/01/26
Best Poster Award
2017
한국CDE학회 하계학술대회
IoT
Digital Twin
Wanho Im, Jongho Lee, Yongjae Lee, Daeil Seo, Byounghyun Yoo
2017/08/17 → 2017/08/18
2017
한국CDE학회 동계학술대회
IoT
Digital Twin
Augmented Reality
Webizing
WebXR
Doyeon Kim, Daeil Seo, Byounghyun Yoo
2017/02/08 → 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 → 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 → 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 → 2012/10/21
Best Paper Award
2011
Workshop on Sensor Web Enablement
Webizing
Geovisualization
IoT
Virtual Reality
Digital Twin
Byounghyun Yoo
2011/10/07 → 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 → 2010/10/22