Ubiquitous healthcare model based on context recognition (상황인식에 기반한 유비쿼터스 헬스케어 모델)

Kim Jeong-won (김정원)

Ubiquitous healthcare model based on context recognition

Journal of The Korea Society of Computer and Information
Abbr : JKSCI
2010, 15(9), pp.129-136
Publisher : The Korean Society Of Computer And Information
Research Area : Engineering > Computer Science

Kim Jeong-won ¹

¹신라대학교

Accredited

ABSTRACT

With mobile computing, wireless sensor network and sensor technologies, ubiquitous computing services are being realized and could satisfy the feasibility of ubiquitous healthcare to everyone. This u-Healthcare service can improve life quality of human since medical service can be provided to anyone, anytime, and anywhere. To confirm the vision of u-Healthcare service, we've implemented a healthcare system for heart disease patient which is composed of two components. Front-end collects various signals such as temperature, blood pressure, SpO2, and electrocardiogram, etc. As a backend, medical information server accumulates sensing data and performs back-end processing. To simply transfer these sensing values to a medical team may be too trivial. So, we've designed a model based on context awareness for more improved medical service which is based on artificial neural network. Through rigid experiments, we could confirm that the proposed system can provide improved medical service.

KEYWORDS

헬스케어(health care), 편재형(ubiquitous), 센서네트워크(sensor network), ART (adaptive resonance theory)

Citation status

* References for papers published after 2023 are currently being built.

[journal] 삼성종합기술원 / 2002 / 유비쿼터스 시대를 대비:e-health / CTO Information (72)

[journal] Kalle Lyytinen / 2002 / Issues and Challenges in Ubiquitous Computing / Communi cations of ACM

[other] 이은경 / 2003 / 유비쿼터스 컴퓨팅 관련 프로젝트 / ETRI

[journal] 김정원 / 2006 / Design and Implementation of ubiquitous blood pressure measurement system / 한국컴퓨터정보학회논문지 / 한국컴퓨터정보학회 11(6) : 143~150

[journal] Stanford V / 2002 / Using pervasive computing to deliver eldercare / IEEE Pervasive Computing Magazine 10

[confproc] Jovanov E / 2002 / Prolonged telemetric monitoring of heart rate variability using wireless intelligent sensors and a mobile gateway / In Proc.Second Joint IEEE EMBS/BMES Conference

[confproc] Modarreszadeh S / 2000 / Wireless,32-channel,EEG and Epilepsy Monitoring System / In Proc.19th Annual IEEE Int.Conf.on Engineering in Medicine and Biology

[confproc] Rhee S / 2001 / The ring sensor:a new ambulatory wearable sensor for twenty-four hour patient monitoring / In Proc.20th Annual IEEE International Conference on Engineering inMedicine and Biology

[confproc] Paradiso R / 2005 / A wearable health care system based on knitted integrated sensors / IEEE Transactions on IT in Biomedicine

[confproc] Khoor S / 2001 / Telemedicine ECGtelemetry with bluetooth technology / In Proc.Computers in Cardiology

[confproc] Istepanian R / 2001 / Optimal zonal wavelet-based ECG data compression for a mobile telecardiology system / IEEE Trans on IT in Biomedicine

[journal] Lee SW / 2002 / Activity and location recognition using wearable sensors / IEEE Pervasive Computing

[confproc] Intille S / 2000 / House_n:The MIT home of the future project / Department of Architecture,Massachusetts Institute of Technology,

[report] Bian X / 2004 / Using sound source localization to monitor and infer activities in the Home / Georgia Institute of Technology

[confproc] Christensen HB / 2002 / Using logic programming to detect activities in pervasive healthcare / International conference on logic programming

[other] Jesus Favela / 2007 / Activity Recognition for Context-aware Hospital Applications:Issues and Opportunitiesfor the Deployment of Pervasive Networks / Mobile Networking Application

[web] / http://www.TinyOS.net / http://www.TinyOS.net

[web] / http://www.hybus.net / http://www.hybus.net

[book] 김대수 / 1995 / 신경망 이론과 응용

KJCKorea
Journal Central

Journal of The Korea Society of Computer and Information 2023 KCI Impact Factor : 0.65