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Human Activity Recognition

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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Research Paper
Year
Title
Venue
Tag
Authors
URL
Date
Index
Award
2023
Decentralized ME-Centric Framework - A Futuristic Architecture for Consumer IoT (accepted)
Open
IEEE Consumer Electronics Magazine
Digital Twin
IoT
Shapna Muralidharan, Byounghyun Yoo, Heedong Ko
https://doi.org/10.1109/MCE.2022.3151023
2023/05/01
SCIE
SCOPUS
2022
분산형 데이터 처리 시스템을 이용한 다중 센서 기반 사람 활동 모니터링
Open
한국CDE학회 하계 학술대회
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
COVID-Beat: a low-cost breath monitoring approach for people in quarantine during the pandemic
Open
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/qwac037
2022/05/23
SCIE
SCOPUS
2022
세그넷을 이용한 인간 활동 소리 분할
Open
한국정밀공학회 춘계 학술대회
IoT
Artificial Intelligence
Explainable AI
Jisoo Kim, Jee Young Moon, Chanhyuk Lee, Byounghyun Yoo
2022/05/11 → 2022/05/13
2022
인공 신경망 기반소리 인식을 통한 인간 활동 인식
Open
한국CDE학회 동계 학술대회
IoT
Artificial Intelligence
Explainable AI
Jisoo Kim, Jee Young Moon, Byounghyun Yoo
2022/02/09 → 2022/02/12
2020
Wi-ESP—A tool for CSI-based Device-Free Wi-Fi Sensing (DFWS)
Open
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/qwaa048
2020/10/13
SCIE
SCOPUS
2020
Machine Assisted Video Tagging of Elderly Activities in K-Log Centre
Open
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/MFI49285.2020.9235269
2020/09/14 → 2020/09/16
2020
Designing a Semantic Digital Twin model for IoT
Open
IEEE International Conference on Consumer Electronics (ICCE)
Digital Twin
IoT
Shapna Muralidharan, Byounghyun Yoo, Heedong Ko
https://doi.org/10.1109/ICCE46568.2020.9043088
2020/01/04 → 2020/01/06
2019
KLog-Home: A Holistic Approach of In-Situ Monitoring in Elderly-Care Home
Open
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.2019.00080
2019/08/01 → 2019/08/03
2018
블록체인기반 DVL 시스템
Open
한국CDE학회 하계 학술대회
Digital Twin
IoT
Chanwoong Lee, Gyuwon Song, Byounghyun Yoo, Heedong Ko, Hyoung-Gon Kim
2018/08/21 → 2018/08/24
2018
Information fusion of heterogeneous sensors for enriched personal healthcare activity logging
Open
International Journal of Ad Hoc and Ubiquitous Computing
IoT
Digital Twin
Daeil Seo, Byounghyun Yoo, Heedong Ko
https://doi.org/10.1504/IJAHUC.2016.10001962
2018/03/20
SCIE
SCOPUS
2018
스마트 에이징을 위한 사용자 경험 요약 시각화 시스템
Open
한국CDE학회 동계 학술대회
IoT
Digital Twin
Wanho Im, Chanwoong Lee, Daeil Seo, Byounghyun Yoo, Heedong Ko
2018/01/23 → 2018/01/26
Best Poster Award
2017
IoT를 이용한 사용자 맞춤 수면 환경 제어 시스템
Open
한국CDE학회 하계 학술대회
IoT
Digital Twin
Wanho Im, Jongho Lee, Yongjae Lee, Daeil Seo, Byounghyun Yoo
2017/08/17 → 2017/08/18
2017
사물인터넷을 이용한 증강현실 기반 실내 안전 관리 시스템
Open
한국CDE학회 동계 학술대회
IoT
Digital Twin
Augmented Reality
Webizing
WebXR
Doyeon Kim, Daeil Seo, Byounghyun Yoo
2017/02/08 → 2017/02/10
2017
Webized Augmented Reality Mashup for Legacy Things
Open
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.2017.7889212
2017/01/08 → 2017/01/10
2016
Data-Driven Smart Home System for Elderly People Based on Web Technologies
Open
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_12
2016/07/01
SCOPUS
2015
Collective heterogeneous sensor mashup for enriched personal healthcare activity logging
Open
IEEE International Conference on Consumer Electronics (ICCE)
Digital Twin
IoT
Webizing
Daeil Seo, Byounghyun Yoo, Heedong Ko
https://doi.org/10.1109/ICCE.2015.7066308
2015/01/09 → 2015/01/12
2014
Visualization and level-of-detail of metadata for interactive exploration of Sensor Web
Open
International Journal of Digital Earth
Webizing
Virtual Reality
IoT
Digital Twin
Byounghyun Yoo, V. Jusdon Harward
https://doi.org/10.1080/17538947.2013.807306
2014/09/01
SCIE
SCOPUS
2012
Web-based information exploration of Sensor Web using the HTML5/X3D integration model
Open
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.ch009
2012/12/01
2012
Web-based information exploration of Sensor Web using HTML5/X3D integration
Open
IADIS International Conference WWW/Internet
Webizing
Geovisualization
Virtual Reality
IoT
Digital Twin
Byounghyun Yoo
2012/10/18 → 2012/10/21
Best Paper Award
2011
Visualization and level-of-detail of metadata for interactive exploration of Sensor Web
Open
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/256459635
2010/10/19 → 2010/10/22
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