• Title/Summary/Keyword: Wearable electronic devices

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MISO 필터 기반의 동잡음 모델링을 이용한 심박수 모니터링 (Heart Rate Monitoring Using Motion Artifact Modeling with MISO Filters)

  • 김선호;이정섭;강현일;온백산;백계현;정민규;임성빈
    • 전자공학회논문지
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    • 제52권8호
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    • pp.18-26
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    • 2015
  • 올바른 운동량 조절을 위해선 운동중의 심박수 측정이 중요하다. 최근 스마트 디바이스가 활발하게 사용됨에 따라, 운동중의 실시간 심박수 측정에 대한 관심이 급격하게 증가하고 있다. 고강도 운동 중에는 동잡음으로 인하여 손목 밴드 유형의 광혈류 (PPG : photoplethysmography) 측정기 신호로부터 정확한 심박수를 추정하는 것이 매우 어렵다. 본 논문에서는 손목밴드 유형의 광혈류 측정기 신호로부터 정확한 심박수 추정을 위한 효율적인 알고리즘을 제안하였다. 12개의 데이터 세트에 대하여 제안하는 알고리즘을 적용한 결과, 1.38의 분당심박수(BPM) 평균 절대 오차를 기록하였고, 0.9922의 추정 심박수와 실제 심박수간의 Pearson 상관계수를 얻었다. 제안하는 알고리즘은 웨어러블 디바이스에 적합한 빠른 연산속도와 정확한 추정을 가능케 한다.

Healthcare System using Pegged Blockchain considering Scalability and Data Privacy

  • Azizan, Akmal;Pham, Quoc-Viet;Han, Suk Young;Kim, Jung Eon;Kim, Hoon;Park, Junseok;Hwang, Won-Joo
    • 한국멀티미디어학회논문지
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    • 제22권5호
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    • pp.613-625
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    • 2019
  • The rise of the Internet of Things (IoT) devices have greatly influenced many industries and one of them is healthcare where wearable devices started to track all your daily activities for better health monitoring accuracy and even down to tracking daily food intake in some cases. With the amounts of data that are being tracked and shared between from these devices, questions were raised on how to uphold user's data privacy when data is shared between these IoT devices and third party. With the blockchain platforms started to mature since its inception, the technology can be implemented according to a variety of use case scenarios. In this paper, we present a system architecture based on the healthcare system and IoT network by leveraging on multiple blockchain networks as the medium in between that should enable users to have direct authority on data accessibility of their shared data. We provide proof of concept implementation and highlight the results from our testing to show how the efficiency and scalability of the healthcare system improved without having a significant impact on the performance of the Electronic Medical Record (EMR) that mostly affected by the previous solution since these solutions directly connected to a public blockchain network and which resulted in significant delays and high cost of operation when a large amount of data or complicated functions are involved.

Energy Use Coordinator for Multiple Personal Sensor Devices

  • Rhee, Yunseok
    • 한국컴퓨터정보학회논문지
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    • 제22권2호
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    • pp.9-19
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    • 2017
  • Useful continuous sensing applications are increasingly emerging as a new class of mobile applications. Meanwhile, open, multi-use sensor devices are newly adopted beyond smartphones, and provide huge opportunities to expand potential application categories. In this upcoming environment, uncoordinated use of sensor devices would cause severe imbalance in power consumption of devices, and thus result in early shutdown of some sensing applications depending on power-hungry devices. In this paper, we propose EnergyCordy, a novel inter-device energy use coordination system; with a system-wide holistic view, it coordinates the energy use of concurrent sensing applications over multiple sensor devices. As its key approach, we propose a relaxed sensor association; it decouples the energy use of an application from specific sensor devices leveraging multiple context inference alternatives, allowing flexible energy coordination at runtime. We demonstrated the effectiveness of EnergyCordy by developing multiple example applications over custom-designed wearable senor devices. We show that EnergyCordy effectively coordinates the power usage of concurrent sensing applications over multiple devices and prevent undesired early shutdown of applications.

Effects of Personalized Complex Aerobic Training Programs using Wearable Device on Cardiovascular and Respiratory Functions of Female Elderly

  • Song, Jun-Young;Park, Sam-Ho;Kim, Byeong-Soo;Ha, Tae-Won;Son, Jin-Kyu;Lee, Myung-Mo
    • Physical Therapy Rehabilitation Science
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    • 제10권4호
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    • pp.421-429
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    • 2021
  • Objective: The purpose of this study was to examine the effect of personalized complex aerobic training programs using wearable device on cardiovascular and respiratory functions in community based female elderly. Design: One group pre-post intervention study. Methods: Twenty-one older female participants lived in 'D' city were included. The personalized complex aerobic training program using wearable devices was applied to all participants for 4 weeks, 3 times a week, 30 minutes for per session. The participants' blood pressure, heart rate, oxygen saturation, respiration rate, submaximal exercise stress test, pulmonary function test and respiratory muscle strength test were evaluated before and after the complex training program. Results: After intervention, resting diastolic blood pressure, resting systolic blood pressure and the systolic blood pressure after submaximal exercise stress test were significantly decreased over time (p<0.05), and the submaximal exercise stress test duration were significantly increased over time (p<0.05). The maximal inspiratory pressure (MIP) was significantly increased compare to before the intervention (p<0.05). Conclusions: This study showed that personalized complex training program using wearable device can provide personalized exercise intensity according to cardiopulmonary function that give feedback, and these interventions have a significant effect on improving the cardiovascular and respiratory system functions of the female elderly in the community dwelling.

자기장 센서를 이용한 웨어러블 조이스틱 장치의 개발 (Developing Wearable Joystick Device Using Magnetic Sensor)

  • 여희주
    • 한국산학기술학회논문지
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    • 제22권1호
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    • pp.18-23
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    • 2021
  • 산업 전반에 걸쳐 자기장 센서에 대한 연구나 제품개발이 많이 진행되어져 왔다. 하지만 이런 제품의 단가를 낮추기 위해서는 초기 개발단계에서부터 자기장 필드와 자기장 센서의 특징과 최종제품의 특징들을 정확하게 이해하는 것이 중요하다. 특히, 자기장 필드는 비선형 데이터를 처리하는 계산이 복잡하여 실제로 사용하고 응용하기에는 매우 어렵기 때문에, 이렇게 측정된 자기장 센서값들을 정확하게 계산하기 위해서는 고가의 장비나 복잡한 알고리즘이 필요한 추세였다. 하지만, 본 논문에서는 기존 조이스틱의 특징을 이해한 상태에서 자기장 센서의 고유한 특성과 특징을 소개하면서, 자기장 센서를 사용하는 웨어러블 조이스틱을 개발하기에 적합하고 간단하면서도 기능을 충족하는 디자인 및 개발 방법들을 제시하였다. 특히, 기존 조이스틱의 기계적인 특징과 자기장 센서의 특성을 서로 잘 고려한 후에, 기존 조이스틱의 본질적인 문제인 기계적인 마모와 문제점들을 해결하고자 기계적 구성이나 선들이 필요없는 자기장 센서를 이용하여, 저가의 웨어러블 조이스틱 장치의 디자인 및 개발 할 수 있는 설계요소 및 방법들을 소개하였다. 본 논문의 개발결과로 실제 사용자 테스트를 수행하여, 본 논문의 장비를 처음 접하는 사용자들도 쉽게 이용하여 기존 조이스틱과 같이 정확하게 제어할 수 있음을 보였다.

웨어러블 컴퓨팅을 위한 근전도 센서 시스템의 설계 및 구현 (Design and Implementation of Electromyographic Sensor System for Wearable Computing)

  • 이영석
    • 한국정보전자통신기술학회논문지
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    • 제11권1호
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    • pp.114-120
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    • 2018
  • 본 논문에서는 근전도 신호 획득 및 분석을 위한 웨어러블 디바이스용 센서 시스템을 구현하였다. 구현된 시스템의 성능은 임상용 근전도 시스템에서 획득된 근전도 신호와 근피로도 및 근활성도의 상관성 분석에 의해 평가되었으며 실측된 소비 전력이 상용 근전도 시스템들과 비교되었다. 5명의 피실험자들의 이두박근 및 삼두박근에서 수집된 근전도 신호를 통한 실험에서, 구현된 시스템이 임상용 근전도 센서 시스템과 근피로도는 1.1~1.4의 상관성을, 근활성도는 약 1.0의 강한 양의 상관 경향성을 보여주었다. 또한 소비전력의 비교에서 구현된 시스템의 소비전력이 상용 근전도 시스템보다 25%~50%의 감소하였다.

Wearable Computers

  • Cho, Gil-Soo;Barfield, Woodrow;Baird, Kevin
    • 섬유기술과 산업
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    • 제2권4호
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    • pp.490-508
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    • 1998
  • One of the latest fields of research in the area of output devices is tactual display devices [13,31]. These tactual or haptic devices allow the user to receive haptic feedback output from a variety of sources. This allows the user to actually feel virtual objects and manipulate them by touch. This is an emerging technology and will be instrumental in enhancing the realism of wearable augmented environments for certain applications. Tactual displays have previously been used for scientific visualization in virtual environments by chemists and engineers to improve perception and understanding of force fields and of world models populated with the impenetrable. In addition to tactual displays, the use of wearable audio displays that allow sound to be spatialized are being developed. With wearable computers, designers will soon be able to pair spatialized sound to virtual representations of objects when appropriate to make the wearable computer experience even more realistic to the user. Furthermore, as the number and complexity of wearable computing applications continues to grow, there will be increasing needs for systems that are faster, lighter, and have higher resolution displays. Better networking technology will also need to be developed to allow all users of wearable computers to have high bandwidth connections for real time information gathering and collaboration. In addition to the technology advances that make users need to wear computers in everyday life, there is also the desire to have users want to wear their computers. In order to do this, wearable computing needs to be unobtrusive and socially acceptable. By making wearables smaller and lighter, or actually embedding them in clothing, users can conceal them easily and wear them comfortably. The military is currently working on the development of the Personal Information Carrier (PIC) or digital dog tag. The PIC is a small electronic storage device containing medical information about the wearer. While old military dog tags contained only 5 lines of information, the digital tags may contain volumes of multi-media information including medical history, X-rays, and cardiograms. Using hand held devices in the field, medics would be able to call this information up in real time for better treatment. A fully functional transmittable device is still years off, but this technology once developed in the military, could be adapted tp civilian users and provide ant information, medical or otherwise, in a portable, not obstructive, and fashionable way. Another future device that could increase safety and well being of its users is the nose on-a-chip developed by the Oak Ridge National Lab in Tennessee. This tiny digital silicon chip about the size of a dime, is capable of 'smelling' natural gas leaks in stoves, heaters, and other appliances. It can also detect dangerous levels of carbon monoxide. This device can also be configured to notify the fire department when a leak is detected. This nose chip should be commercially available within 2 years, and is inexpensive, requires low power, and is very sensitive. Along with gas detection capabilities, this device may someday also be configured to detect smoke and other harmful gases. By embedding this chip into workers uniforms, name tags, etc., this could be a lifesaving computational accessory. In addition to the future safety technology soon to be available as accessories are devices that are for entertainment and security. The LCI computer group is developing a Smartpen, that electronically verifies a user's signature. With the increase in credit card use and the rise in forgeries, is the need for commercial industries to constantly verify signatures. This Smartpen writes like a normal pen but uses sensors to detect the motion of the pen as the user signs their name to authenticate the signature. This computational accessory should be available in 1999, and would bring increased peace of mind to consumers and vendors alike. In the entertainment domain, Panasonic is creating the first portable hand-held DVD player. This device weight less than 3 pounds and has a screen about 6' across. The color LCD has the same 16:9 aspect ratio of a cinema screen and supports a high resolution of 280,000 pixels and stereo sound. The player can play standard DVD movies and has a hour battery life for mobile use. To summarize, in this paper we presented concepts related to the design and use of wearable computers with extensions to smart spaces. For some time, researchers in telerobotics have used computer graphics to enhance remote scenes. Recent advances in augmented reality displays make it possible to enhance the user's local environment with 'information'. As shown in this paper, there are many application areas for this technology such as medicine, manufacturing, training, and recreation. Wearable computers allow a much closer association of information with the user. By embedding sensors in the wearable to allow it to see what the user sees, hear what the user hears, sense the user's physical state, and analyze what the user is typing, an intelligent agent may be able to analyze what the user is doing and try to predict the resources he will need next or in the near future. Using this information, the agent may download files, reserve communications bandwidth, post reminders, or automatically send updates to colleagues to help facilitate the user's daily interactions. This intelligent wearable computer would be able to act as a personal assistant, who is always around, knows the user's personal preferences and tastes, and tries to streamline interactions with the rest of the world.

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IOT 운영체제들의 기능적 특징들의 비교 및 분석 (Comparison and Analysis of Functional Features of IoT Operating Systems)

  • 이요섭;문필주
    • 한국전자통신학회논문지
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    • 제12권2호
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    • pp.337-344
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    • 2017
  • ICT 산업이 변화하고 있다. PC에서 모바일 기기로, 모바일 기기에서 웨어러블 기기와 IoT로 변화하고 있다. 이러한 변화에 따라 IoT에 맞는 운영체제가 필요하게 되었고, 이러한 필요성에 따라 다양한 IoT 운영체제들이 개발되어 나오고 있다. 본 논문에서는 IoT 디바이스들을 지원하는 IoT 운영체제의 종류에 대해 논의하고, 기술동향을 분석하고자 한다.

웨어러블 디바이스와 메타버스의 접점: 미밴드를 이용한 축구 게임 캐릭터 능력치 매핑 연구 (The Interface between Wearable Devices and Metaverse: A Study on Soccer Game Character Ability Mapping using Mi Band)

  • 김현수;문미경
    • 한국전자통신학회논문지
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    • 제18권6호
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    • pp.1345-1352
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    • 2023
  • 가상현실(VR)과 블록체인 기술의 발전에 따라 메타버스는 게임, 교육, 소셜 네트워킹 등 다양한 분야에서 활용되고 있다. 동시에 스마트워치와 같은 웨어러블 기기의 출하량이 매년 성장하며, 사람들의 일상생활에 점점 더 밀착되고 있다. 본 연구에서는 두 현상의 결합을 통해 측정된 사용자의 신체 신호를 메타버스 캐릭터에 반영하는 새로운 가능성을 제시한다. 스마트워치를 통해 수집한 사용자의 심박수, 운동량 등 다양한 생체 정보를 메타버스 내 캐릭터에 반영하여, 사용자의 신체 상태가 가상 세계에 반영되도록 한다. 이를 통해 메타버스는 단순히 가상현실을 넘어 '확장된 현실'이라고 할 수 있는 새로운 경험을 제공하고, 메타버스에 대한 사용자의 만족도 향상 및 스마트워치의 발전 방향성을 제시할 수 있을 것으로 기대한다.

에너지 변환 소재용 플렉서블 압전 나노섬유 연구 개발 동향 (Recent Research Trends of Flexible Piezoelectric Nanofibers for Energy Conversion Materials)

  • 지상현;윤지선
    • 세라미스트
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    • 제22권2호
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    • pp.122-132
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    • 2019
  • Wearable electronic devices with batteries must be lightweight, flexible and highly durable. Most importantly, the battery should be able to self-generate to operate the devices without having to be too frequently charged externally. An eco-friendly energy harvesting technology from various sources, such as solar energy, electromagnetic energy and wind energy, has been developed for a self-charging flexible battery. Although the energy harvesting from such sources are often unstable according to the surrounding environment, the energy harvesting from body movements and vibrations has been less affected by the surrounding environment. In this regard, flexible piezoelectric modules are the most attractive solution for this issue, because they convert mechanical energy to electrical energy and harvest energy from the human body motions. Among the various flexible piezoelectric modules, piezoelectric nanofibers have advantages when used as an energy harvester in wearable devices, due to their simple manufacturing process with good applicability to polymers and ceramics. This review focused on diverse flexible piezoelectric nanofibers and discusses their applications as various energy harvesting systems.