• Title/Summary/Keyword: 웨어러블센서

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Design and Implementation of Context Awareness Smart Jewelry Device (상황인식 스마트 주얼리 디바이스 설계 및 구현)

  • Kang, YunJeong;Choi, DongOun
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.20 no.11
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    • pp.2113-2118
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    • 2016
  • Smart Jewelry is applied to the components of the Internet of Things. The process of obtaining the status information to the input of the sensor. And it controls the light color of the LED. Because to express the beauty of twinkling lights that can be felt in the jewelery and aesthetic functions were applied in order to feel the mystery. Smart Jewelry is capable of communication, interaction, wearable. Smart jewelery was equipped with a color, temperature, ambient light sensor. It was designed to allow interaction with a Bluetooth module. Applying an algorithm so that the light jewelry colors can vary depending on the circumstances of the smart jewelry wearer had been implemented by the mobile application. It can be realized in digital technology and the convergence of life. It presents the orientation development of the smart jewelery device on IoT environment.

A Method for Driver Recognition and Steering Wheel Turning Direction Estimation Using Smartwatches (스마트워치를 이용한 자동차운전자 구분 및 핸들의 회전 방향 인지 기법)

  • Huh, Joon;Choi, Jaehyuk
    • Journal of IKEEE
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    • v.23 no.3
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    • pp.844-851
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    • 2019
  • As wearable technology is becoming more common and a part of our lives, there have been many efforts to offer various smart services with wearable devices, such as motion recognition, safety of driving, and so on. In this paper, we present a method that exploits the 9-axis inertial sensors embedded in a smartwatch to identify whether the user is a vehicle driver or not and to estimate the steering wheel turning direction in the vehicle. The system consists of three components: (i) position recognition, (ii) driver recognition, and (iii) steering-wheel turning detection components. We have developed a prototype system for detecting user's motion with Arduino boards and IMU sensors. Our experiments show high accuracy in recognizing the driver and in estimating the wheel rotation angle. The average experimental error was $11.77^{\circ}$ which is small enough to perceiver the turning direction of steering-wheel.

Using a Stretch Sensor About of Squat Ankle Range of Motion Check Socks -Focusing on Men in Their Late 20s- (스트레치 센서를 이용한 스쿼트 시 발목 가동범위 체크 센서 양말에 관하여 -20대 후반 남성을 중심으로-)

  • Song, Kwanwoo;Park, Jinhee;Kim, Jooyong
    • Journal of Fashion Business
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    • v.26 no.2
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    • pp.129-142
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    • 2022
  • The purpose of this study is to develop socks to check the range of ankle movement during squats for men in their late 20s. Sensors of 6, 8, and 12 mm were selected, and each sample was impregnated 1 to 3 times. It was prepared using a CNT dispersion, and the GF value was measured using UTM. Among them, the sample with 2 impregnation showed the best GF value. As a result of applying each sample to the socks, the 12 mm sensor was wider than the area of the Achilles tendon, resulting in noise, and the 8 mm sensor was higher than the tensile strength of the socks, resulting in a decrease in the graph. Therefore, testing was performed using a 6 mm sensor. In order to determine the effectiveness of the sensor, the normal operating range was checked through squats, and significant changes were confirmed when the operating range was checked again through squats by performing operations that can increase the operating range through Gastrocnemius, Soleus stretching, and low lunge. Using the results of this study, it is expected that the average value of the ankle movement range of the user is checked prevent injury, to be provided as basic data for the production of shoe products and the promotion of physical health.

Musculoskeletal Rehabilitation Exercise Platform for Elderly based on MR (혼합현실 기반의 노인을 위한 근골격계 재활 운동 플랫폼)

  • Sung-Jun Park
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.23 no.5
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    • pp.63-70
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    • 2023
  • In this paper, we propose a Mixed Reality based rehabilitation exercise solution with the goal of mitigating one of the most common chronic conditions among the elderly, musculoskeletal disorders. In modern society, as the number of elderly increases, more people engage in office work and engage in more sedentary activities. Due to repetitive work in the office, muscle strength decreases and this causes many difficulties in daily life. In this study, we developed a mixed reality based exercise platform to solve these chronic musculoskeletal diseases. VR is not appropriate for elderly because of dizziness. In addition, we developed a wearable sensor based on IMU and attached it to important parts of the upper body to motion tracking. We developed a algorithm synchronize to raw data from wearable sensor with in a vr avatar. Ederly can check in real time whether rehabilitation exercises are being performed accurately through the avatar.

A Study on the Possibility of Three-dimensional Wearable Respiration Rate Sensor based on Surface Area Changes (표면적 변화에 기반한 입체적 웨어러블 호흡수 센서의 가능성 탐색)

  • Lee, Seungpyo;Ban, Hyunsung;Lee, Joohyeon
    • Science of Emotion and Sensibility
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    • v.21 no.1
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    • pp.35-44
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    • 2018
  • This study suggests the sensing method of the Three-dimensional respiration rate sensor based on surface area changes, and exploring the design direction of the three-dimensional breathing sensor and the design orientation of the garment. To achieve this, two types of three-dimensional respiration rate sensor were produced, and the study of the dummy and the subjects studied. The study I investigated the possibility of measurement of the three-dimensional respiration sensor by the study variables of the sensor type and speed of respiration. The study II proposes a suitable type of sensor for each of the three measuring positions in addition to the study variables in the study I. To evaluate accuracy, reproducibility, and reliability of the three-dimensional respiration rate sensor, the BIOPAC was used to measure the respiration rate simultaneously with the three-dimensional respiration rate sensor. Through all these results of the experiment, it explored the possibility of measurement of the three-dimensional respiration sensor for the dummy. It also proposed a suitable type of sensor by measuring the respiration rate for the human body.

Activity signal data analysis using the acceleration sensor of the smart watch (스마트워치 가속도센서를 이용한 행위데이터 분석)

  • Jeon, Eunkwang;Han, Sangwook;Kang, Ranhee;Lee, Hwamin
    • Proceedings of the Korea Information Processing Society Conference
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    • 2015.10a
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    • pp.1756-1759
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    • 2015
  • 웨어러블 디바이스의 등장과 여러종류의 센서탑재로 행위데이터를 수집하는것이 수월해졌다. 행위패턴 모델링에 앞서 사용자의 행위에따른 신호변화와 신호패턴을 파악하기위해 분석을 실시하였다. Moto360의 3축 가속도 센서를 이용 사용자에 행위에대한 센서신호값을 수집하여 행위에따른 신호값을 수집하였으며, 수집된 신호값과 신호값으로부터 SVM(Signal Vector Magnitude)값을 구해 사용자의 각 행위들에 대해 신호값과 SVM값의 특징을 분석하여 측정 신호값으로부터 행위를 인식할수 있도록 시도하였다.

A Design of Behavior Classification Model for Pet Healthcare (반려동물 헬스케어를 위한 행동 분류 모델 설계)

  • Hyuksoon Choi;Minseo Kim;Nammee Moon
    • Proceedings of the Korea Information Processing Society Conference
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    • 2023.05a
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    • pp.655-656
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    • 2023
  • 반려동물 웨어러블 시장의 성장함에 따라 반려동물의 행동 패턴을 측정하고 분석할 수 있는 센서데이터가 활용되고 있다. 본 논문에서는 반려동물 수면 패턴 모니터링을 위한 행동 분류 모델을 제안한다. 6축 센서 데이터를 활용한 가속도 및 자이로센서 데이터를 입력 데이터로 사용한다. 제안된 모델은 ResNet을 통해 시간에 따라 가속도 및 자이로센서 데이터의 특징을 추출한 후 LSTM을 사용하여 시계열 정보를 고려한 행동 분류를 수행한다. 이러한 과정을 통해 정확한 행동 패턴 분석이 가능하게 되며 반려동물의 건강 관리 및 수면 질 개선에 기여할 것으로 기대한다.

A Study on Practical Function of Neoprene Fabric Design in wearable Device for Golf Posture Training: Focus on Assistance Band with Arduino/Flex Sensor (네오프렌(Neoprene)소재로 구성된 골프자세 훈련용 웨어러블 디바이스의 실용적 기능에 관한 연구: Flex Sensor 및 아두이노를 장착한 보조밴드를 중심으로)

  • Lee, Euna;Kim, Jongjun
    • Journal of Fashion Business
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    • v.18 no.4
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    • pp.1-14
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    • 2014
  • Currently smart textile market is rapidly expanding and the demand is increasing integration of an electronic fiber circuit. The garments are an attractive platform for wearable device. This is one of the integration techniques, which consists of is the selective introduction of conductive yarns into the fabric through knitting, weaving or embroidering. The aim of this work is to develop a golf bend driven prototype design for an attachable Arduino that can be used to assess elbow motion. The process begins with the development of a wearable device technique that uses conductive yarn and flex sensor for measurement of elbow bending movements. Also this paper describes and discusses resistance value of zigzag embroidery of the conductive yarns on the tensile properties of the fabrics. Furthermore, by forming a circuit using an Arduino and flex sensor the prototype was created with an assistance band for golf posture training. This study provides valuable information to those interested in the future directions of the smart fashion industry.

ButtonKeyboard: A Button-shaped Keyboard Supporting Text entry for Wearable Devices (버튼 키보드: 웨어러블 기기에서 문자입력을 지원하는 단추형 키보드)

  • Kim, Hyun-Jung;Kim, Seok-Tae;Pak, Jin-Hee;Lee, Woo-Hun
    • 한국HCI학회:학술대회논문집
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    • 2007.02b
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    • pp.298-303
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    • 2007
  • 웨어러블 컴퓨팅 환경에서 문자입력은 필수적인 태스크이나 적절한 유저 인터페이스를 지원하기란 쉽지 않다. 탁상용 QWERTY 키보드를 소형화하여 상용화한 제품도 있지만 일상에서 사용하기에는 상당히 부담스러운 크기이다. 본 연구는 단추와 유사한 크기로 부담 없이 의복에 부착할 수 있으며 적정 수준으로 문자입력 태스크를 지원할 수 있는 버튼 키보드를 제안한다. 버튼키보드는 기존 전화키패드의 $3{\times}3$ 키 배열을 단일 키 패드로 통합하였다. 이는 내구성 있고 간결한 폼팩터를 가능하게 하며 입력장치의 소형화와 문자입력효율의 향상을 가능하게 한다. 버튼키보드는 일반 키보드용 키에 터치센서와 LED 배열을 합성하여 구현하였다. 따라서 손가락의 위치에 따라 이격, 터치, 누름등의 상태를 구분할 수 있어 멀티탭핑방식에서 발생하는 입력분절문제를 해결하였으며 와이핑 모션에 의한 특수문자와 명령 입력을 가능하게 하였다. 프로토타입을 통해 문자입력수행도 테스트 결과 20세션 학습후 한손입력에 대해 평균 14.7WPM, 두손입력에 대해 평균 14.5WPM의 입력속도를 얻었다. 20세션 평균 에러율은 6%를 기록했으며 최고속도는 두손입력시 17WPM으로 나타났다. 실험결과를 통해 본 연구에서 제안한 버튼키보드가 기기를 극적으로 소형화하였음에도 불구하고 문자입력을 적정수준으로 수행할 수 있는 가능성을 가진 문자입력장치임을 확인할 수 있었다. 차후 프로토타입의 개선을 통하여 기기가 더욱 소형화될 수 있으며 문자입력수행도 또한 향상될 여지가 있다.

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The Companion Animal Monitoring System using Low-Power Protocol Wearable Device

  • Kim, Woo-Chan;Kim, Soo Kyun;Kwak, Ho-Young
    • Journal of the Korea Society of Computer and Information
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    • v.25 no.12
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    • pp.17-23
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    • 2020
  • As the number of households with companion animals increases, the demand to monitor the health of companion animals in remote locations far away is increasing. We are going to put a wearable device on a companion animal so that it can monitor the heart beat signal from a remote location. However, the monitoring method using Bluetooth has some disadvantages. it can be accessed only in a short distances. In case of WiFi, large power consumption is the problem. To overcome these issues, we propose a system to reduce power consumption by indirectly receiving a user's request using Bluetooth at a time when the user does not need it, and sending sensor data through WiFi when the user makes a monitoring request.