• Title/Summary/Keyword: Sensor device

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Development of a Wearable Inertial Sensor-based Gait Analysis Device Using Machine Learning Algorithms -Validity of the Temporal Gait Parameter in Healthy Young Adults-

  • Seol, Pyong-Wha;Yoo, Heung-Jong;Choi, Yoon-Chul;Shin, Min-Yong;Choo, Kwang-Jae;Kim, Kyoung-Shin;Baek, Seung-Yoon;Lee, Yong-Woo;Song, Chang-Ho
    • PNF and Movement
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    • v.18 no.2
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    • pp.287-296
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    • 2020
  • Purpose: The study aims were to develop a wearable inertial sensor-based gait analysis device that uses machine learning algorithms, and to validate this novel device using temporal gait parameters. Methods: Thirty-four healthy young participants (22 male, 12 female, aged 25.76 years) with no musculoskeletal disorders were asked to walk at three different speeds. As they walked, data were simultaneously collected by a motion capture system and inertial measurement units (Reseed®). The data were sent to a machine learning algorithm adapted to the wearable inertial sensor-based gait analysis device. The validity of the newly developed instrument was assessed by comparing it to data from the motion capture system. Results: At normal speeds, intra-class correlation coefficients (ICC) for the temporal gait parameters were excellent (ICC [2, 1], 0.99~0.99), and coefficient of variation (CV) error values were insignificant for all gait parameters (0.31~1.08%). At slow speeds, ICCs for the temporal gait parameters were excellent (ICC [2, 1], 0.98~0.99), and CV error values were very small for all gait parameters (0.33~1.24%). At the fastest speeds, ICCs for temporal gait parameters were excellent (ICC [2, 1], 0.86~0.99) but less impressive than for the other speeds. CV error values were small for all gait parameters (0.17~5.58%). Conclusion: These results confirm that both the wearable inertial sensor-based gait analysis device and the machine learning algorithms have strong concurrent validity for temporal variables. On that basis, this novel wearable device is likely to prove useful for establishing temporal gait parameters while assessing gait.

The Proposal Method of ARINC-429 Linkage for Efficient Operation of Tactical Stations in P-3C Maritime Patrol Aircraft (P-3C 해상초계기용 전술컴퓨터의 효율적 운영을 위한 ARINC-429 연동 방법)

  • Byoung-Kug Kim;Yong-Hoon Cha
    • Journal of Advanced Navigation Technology
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    • v.27 no.2
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    • pp.167-172
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    • 2023
  • The P-3C maritime patrol aircraft operated by the Republic of Korea Navy is equipped with various sensor devices (LRUs, line replace units) for tactical data collection. Depending on the characteristics of the sensor device, it operates with various communication protocols such as IEEE 802.3, MIL-STD-1553A/B, and ARINC-429. In addition, the collected tactical data is processed in the tactical station for mission operators, and this tactical station constitutes a clustering network on Gigabit Ethernet and operates in a distributed processing method. For communication with the sensor device, a specific tactical station mounts a peripheral device (eg. ARINC-429 interface card). The problem is that the performance of the entire distributed processing according to the peripheral device control and communication relay of this specific device is degraded, and even the operation stop of the tactical station has a problem of disconnecting the communication with the related sensor device. In this paper, we propose a method to mount a separate gateway to solve this problem, and the validity of the proposed application is demonstrated through the operation result of this gateway.

Performance Evaluation of Wheel Detection Sensor Using an Inductive Proximity Sensor for The High Speed Railway (자기유도형 근접센서를 활용한 고속철도용 차륜검지센서 성능 평가)

  • Lee, Kwang-Hee;Lee, Jong-Hyun;Suh, Ki-Bum;Yoon, Suk-Han
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.65 no.5
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    • pp.895-901
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    • 2016
  • Nowadays, the axle counter has been developed to the wide range of the track circuit blocks as well as the wheel detection device. The axle counter, as becoming an important device for the high speed railway, must be guaranteed in accordance with the safety. With considering the safety and the high speed, performance evaluation a wheel detection sensor is described in this paper. To increase the safety, digital proximity sensor instead of analog is employed in the wheel detection sensor. Therefor the wheel detection sensor can minimize noisy signals caused by the harsh railway environments. And, to meet the high speed railway requirements, the performance of the wheel detection sensor is also successfully verified using the speed simulator at the velocity 500Km/h.

A Single Lens Micro-Angle Sensor

  • Saito, Yusuke;Gao, Wei;Kiyono, Satoshi
    • International Journal of Precision Engineering and Manufacturing
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    • v.8 no.2
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    • pp.14-19
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    • 2007
  • Angle sensors based on the principle of autocollimation, which are usually called autocollimators, can accurately measure small tilt angles of a light-reflecting flat surface. This paper describes a prototype micro-angle sensor that is based on the laser autocollimation technique. The new angle sensor is compact and consists of a laser diode as the light source and a quadrant photodiode as a position-sensing device. Because of its concise design, the microangle sensor facilitates dynamic measurements of the angular error motions of a precision stage without influencing the original dynamic properties of the stage. This is because the sensor only requires a small extra target mirror to be mounted on the stage. The sensitivity of the angle detection is independent of the focal length of the objective lens; therefore, an objective lens with a relatively short focal length is employed to reduce the size of the device. The micro-angle sensor uses a single lens for the both the laser collimation and focusing, which distinguishes it from the conventional laser autocollimation method that has separate collimate and objective lenses. The new micro-angle sensor has dimensions of $15.1\times22.0\times14.0mm$ and its resolution is better than 0.1 arc-second The optical design and performance of this micro-angle sensor were verified by experimental results.

A Study on the Development of Sensor-Based Smart Wappen System -Focus on UV Sensor and Gas Sensor-

  • Park, Jinhee;Kim, Jooyong
    • Journal of Fashion Business
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    • v.22 no.6
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    • pp.94-104
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    • 2018
  • The objective of this study was to develop a wearable systems that protect users, based on sensors that are easy to use, from accidents caused by harmful gases in the operator's poor working environment or the risk of ultraviolet rays during outdoor activities. By developing smart wappen with Light Emitting Diode (LED) light alarm function including UV sensor and gas sensor and central processing unit, systems that are applied to daily wear and work clothes to explore the possibility of user-centered, harmful environment monitoring products in real time were proposed. Each sensor was applied to sportswear and work clothes and the wappen system consisted of lightweight and thin form as a whole. Wappen to cover the device had one sheet cover on the front and another cover from the inside to form a sandwich like formation. Wappen was made in the same form as regular clothes that doesn't damage the exterior then a removable wappen system was developed using Velcro and snap methods to enable the separation of device or the exchange of batteries. De-adhesion method can occur in two ways, from the outside and from the inside, so the design is selected depending on the application. This study shows the significance of the development of sensor-based smart clothing, in that it presented a universal model for users.

Calibration of SAW Based Capacitive Sensor Using Lumped Component and High Precision Gap Measurement (집중 소자를 이용한 표면 탄성파 장치 기반의 용량 성 센서 보정 및 이를 이용한 초정밀 간극 측정)

  • Kim, Jae-Geun;Ko, Byung-Han;Park, Young-Pil;Park, No-Cheol
    • Transactions of the Society of Information Storage Systems
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    • v.8 no.1
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    • pp.16-21
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    • 2012
  • SAW device is widely used as filters, sensors, actuators in various technologies. And capacitive sensor is tremendously used to measure pressure, gap, etc. The application of SAW device as signal conditioner of capacitive sensor reduces noise level and enables high precision measurement. The response increase of SAW based capacitive sensor is produced just before the two capacitive electrode contacts by the existence of parasitic resistance of capacitive electrode. In this paper, we analyze the effects of parasitic resistance and propose the calibrating method using lumped component and execute the high precision gap measurement using calibrated system. And xx nm resolution and yy ${\mu}m$ stroke was attained.

3-Axis Gyro Sensor based on Servo Motion Control System (3-Axis Gyro Sensor based on Servo Motion Control 시스템 개발)

  • Sun, Nana;Lee, Won-Bu;Park, Soo-Hong
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2010.05a
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    • pp.725-727
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    • 2010
  • For simulation of Boat motion, pitch, motion element of roll and yaw direction could simulated. The combination of the marine use various multi sensor surveillance system technology with the development of servo motion control algorithm and gyro sensor in six freedom motion is implemented to analyze the movement response. The stabilization of the motion control is developed and Nano driving Precision Pan-Tilt/Gimbal system is obtained from the security positioning cameras with ultra high speed device is used to carry out the exact behavior of the device.

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Design and Manufacture of Fusion Sensor Mechanism (융합센서 기구 설계 및 제작)

  • Shin, Seong-Yoon;Cho, Gwang-Hyun;Cho, Seung-Pyo;Shin, Kwang-Seong
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2022.10a
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    • pp.418-419
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    • 2022
  • In this paper, the design of the fusion sensor mechanism was divided into primary and secondary design, and the device design and case design were divided to facilitate the safety of the sensor, sensor coupling, and connection with power.

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Design and Implementation of Embedded System based on AM3359 Microprocessor (AM3359 마이크로프로세서 기반 임베디드 시스템 설계 및 제작)

  • Kim, Hyoung-Woo;Kim, Se-Jun;Choi, Joon-Young
    • IEMEK Journal of Embedded Systems and Applications
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    • v.12 no.2
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    • pp.89-96
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    • 2017
  • We develop an embedded system to measure various sensor data, control multiple motors, and communicate with mobile devices for system managements. Choosing TI AM3359 microprocessor featuring high processing performance, low power consumption, and various I/O device support, we design and build the embedded system hardware so that it supports multiple global positioning system (GPS) and gyro sensor modules to measure precise position; multiple pulse width modulation (PWM) outputs to control multiple direct current (DC) motors; a Bluetooth module to communicate with mobile devices. Then, we port the boot loader and device drivers to the built circuit board and construct the firmware development environment for the application programming. The performance of the designed and implemented embedded system is demonstrated by real motor control test using GPS and gyro sensor data and control parameters configured by a mobile device.

Trajectory of Resonant Displacement of Thickness Vibration Mode Piezoelectric Devices According to Diameter/Thickness Ratio (두께와 직경 비에 따른 두께진동모드 압전소자의 공진 변위 궤적)

  • Jeong, Yeong-Ho
    • Journal of the Korean Institute of Electrical and Electronic Material Engineers
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    • v.25 no.2
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    • pp.105-109
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    • 2012
  • In this study, thickness vibration mode piezoelectric devices for AE sensor application were simulated using ATILA FEM program, and then fabricated. Trajectory resonant displacement and electro mechanical coupling factors of the piezoelectric devices were investigated. The simulation results showed that excellent displacement and electro mechanical coupling factor was obtained when the ratio of diameter/thickness($\Phi/T$) was 0.75. The piezoelectric device of $\Phi/T$=0.75 exhibited the optimum values of fr= 183 kHz, displacement= $4.44{\times}10^{-7}[m]$, $k_{33}$= 0.69, which were suitable for the application of AE sensor piezoelectric device.