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모션인식을 활용한 Human UI/UX 를 위한 IoT 기반 스마트 헬스 서비스

IoT based Smart Health Service using Motion Recognition for Human UX/UI

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초록

본 논문에서는 모션인식을 활용한 Human UI/UX 를 위한 IoT 기반 스마트헬스 서비스를 제안한다 . 현 재까지 M2M 기반의 u-healthcare 에서 적용되는 센서 네트워크에서는 TCP/IP 프로토콜이 아닌 non-IP 프로토콜을 이용하고 있다 . 그러나 서비스의 이용 확대와 IoT 기반의 센서 네트워크 관리를 용이하게 하기 위해서는 다수 의 센서들의 인터넷 연결이 반드시 요구된다 . 따라서 센서들에 의하여 측정된 자료들을 인터넷과 통신하는 것 은 물론 이동이 가능해야 하기 때문에 네트워크 이동성을 고려한 IoT 기반 스마트헬스 서비스를 설계하였다 . 또한 IoT 기반 스마트헬스 서비스는 기존의 헬스케어 플랫폼과는 다르게 바이오 정보뿐만이 아니라 동작감지를 위한 스마트 헬스 서비스를 개발하였다 . u-healthcare 에서 사용되는 WBAN 통신은 일반적으로 많은 네트워크화 된 장치 및 게이트웨이로 구성된다 . 본 논문에서 제안하는 방법은 WBAN 센서 노드간의 이동성을 지원하는 기 술을 이용함으로써 무선 환경에서도 동적 변화에 쉽게 대응할 수 있고 , 사용자의 동작감지를 통해 체계적인 관 리가 이루어진다

Abstract

In this paper, we proposed IoT based Smart Health Service using Motion Recognition for Human UX/UI. Until now, sensor networks using M2M-based u-healthcare are using non-IP protocol instead of TCP / IP protocol. However, in order to increase the service utilization and facilitate the management of the IoT-based sensor network, many sensors are required to be connected to the Internet. Therefore, IoT-based smart health service is designed considering network mobility because it is necessary to communicate not only the data measured by sensors but also the Internet. In addition, IoT-based smart health service developed smart health service for motion detection as well as bio information unlike existing healthcare platform. WBAN communications used in u-healthcare typically consist of many networked devices and gateways. The method proposed in this paper can easily cope with dynamic changes even in a wireless environment by using a technology supporting mobility between WBAN sensor nodes, and systematic management is performed through detection of a user's motion

참고문헌 (18)

  1. H. Yoo, "PHR based Diabetes Index Service Model using Life Behavior Analysis", Wireless Personal Communications, 93(1), pp.161~174 (2017)
  2. H. Jung, "Associative Context Mining for Ontology-Driven Hidden Knowledge Discovery", Cluster Computing, 19(4), pp.2261~2271 (2016)
  3. S. K. Kang, "Bio-Interactive Healthcare Service System using Lifelog based Context Computing", Wireless Personal Communications, 73(2), pp.341~351 (2013)
  4. J. C. Kim, "Emerging Risk Forecast System using Associative Index Mining Analysis", Cluster Computing, 20(1), pp.547~558 (2017)
  5. A. F. A. Rahman, "Forensics Readiness for Wireless Body Area Network (WBAN) System", Proc. of the 16th International Conference on Advanced Communication Technology, pp.177~180 (2014)
  6. J. C. Kim, "Depression Index Service using Knowledge based Crowdsourcing in Smart Health", Wireless Personal Communication, 93(1), pp.255~268 (2017)
  7. S. Y. Oh, "Vocabulary Optimization Process using Similar Phoneme Recognition and Feature Extraction", Cluster Computing, 19(3), pp.1683~1690 (2016)
  8. K. Chung, "PHR Open Platform based Smart Health Service using Distributed Object Group Framework", Cluster Computing, 19(1), pp.505~517 (2016)
  9. K. Chung, "Knowledge -based Health Service considering User Convenience using Hybrid Wi-Fi P2P", Information Technology and Management, 17(1), pp.67~80 (2016)
  10. P. Khan, "Seamless Interworking Architecture for WBAN in Heterogeneous Wireless Networks with QoS Guarantees", Journal of Medical Systems, 35(5), pp.1313~1321 (2011)
  11. E. Y. Jung, "Home Health Gateway based Healthcare Services through U-Health Platform", Wireless Personal Communications, 73(2), pp.207~218 (2013)
  12. H. Jung, "Sequential Pattern Profiling based Bio-Detection for Smart Health Service", Cluster Computing, 18(1), pp.209~219 (2015)
  13. L. D. Liao, "Human Cognitive Application by using Wearable Mobile Brain Computer Interface", Proc. of IEEE Region 10 Conference TENCON 2010, 1, pp.346~351 (2010)
  14. C. Y. Park, "ISO", IEEE 11073 PHD Standardization of Legacy Healthcare Devices for Home Healthcare Services, 2011, pp.1, 547~548
  15. H. B. Elhadj, "A Survey of Routing Protocols in Wireless Body Area Networks for Healthcare Applications", Proc. of the International Journal of E-Health and Medical Communications, 3(2), pp.1~18 (2012)
  16. M. Barua, "Secure and Quality of Service Assurance Scheduling Scheme for WBAN with Application to E-Health", Proc. of the IEEE Wireless Communications and Networking Conference, 1, pp.1102~1106 (2011)
  17. Roy C. Park, "Picocell based Telemedicine Health Service for Human UX", UI, 2015, pp.74(7), 2519~2534
  18. K. Chung, "Knowledge -based Health Service considering User Convenience using Hybrid Wi-Fi P2P", Information Technology and Management, 17(1), pp.67~80 (2016)

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