• Title/Summary/Keyword: accelerometer sensor

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A Method to Enhance Dynamic Range for Seismic Sensor Using ARMA Modelling of Low Frequency Noise and Kalman Filtering (지진계 저주파수 잡음의 ARMA 모델링 및 칼만필터를 이용한 지진계 동적범위 향상 방법)

  • Seong, Sang-Man;Lee, Byeung-Leul;Won, Jang-Ho
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.19 no.4
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    • pp.43-48
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    • 2015
  • In this study, a method to enhance the dynamic range of seismic sensor is proposed. The low frequency noise included in the measurement of seismic sensor is modelled as an ARMA(Auto Regressive Moving Average) model and the order and parameters of the model are identified through system identification method. The identified noise model is augmented into Kalmman filter which estimate seismic signal from sensor measurement. The proposed method is applied to a newly developed seismic sensor which is MEMS based 3-axis accelerometer type. The experiment show that the proposed method can enhance the dynamic range compared to the simple low pass filtering.

Design and Implementation of Prototype Model for Infant Care system using Smart Phone (스마트폰을 이용한 Infant Care 시스템의 프로트 타입모델 설계 및 구현)

  • Choi, Sung-Jai
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.22 no.4
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    • pp.103-109
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    • 2022
  • This significance of the infant care system has emerged due to sudden infant death during sleeping. This paper presented a design and implementation of a prototype model, which is a infant care device controlled by a smartphone using Bluetooth technology. Prototype Device Model consists of MCU(microcontroller unit), Accelerometer Sensor, Temperature Measuring Sensor, Sound Measuring Sensor, Bluetooth Module, and Camera Module. The proposed application transfers the information to the parent's smartphone and computers, such as infant's falling, crying, and fever detection. A test verified the availability of a prototype infant care system model using Bluetooth Low Energy with operating the low power driving.

Wireless Interface of Motion between Human and Robot

  • Jung, Seul;Jeon, Poong-Woo;Cho, Hyun-Taek;Jang, Pyung-Soo;Cho, Ki-Ho;Kim, Jeong-Gu;Song, Duck-Hee;Choi, Young-Kwon
    • 제어로봇시스템학회:학술대회논문집
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    • 2001.10a
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    • pp.59.4-59
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    • 2001
  • In this paper, wireless interface of the motion between human and robot is implemented. The idea is that if a human who is equiped with device including accelerometer and rate-gyro sensor move his/her arm, then the robot follows human motion. The robot is designed as wheeled type mobile robot with two link arms. The robot´s basic movements such as forward, backward, left, right movement can be controlled from foot sensor which human steps on. Arm movements can be controlled by arm motion of human motion. In order to detect human motion, sensor data analysis from gyro and accelerometer has to be done. Data from sensors are transferred through wireless communication to activate the robot.

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A Design and Implementation of Fall Detection Application based on Samrt Phone Sensor (스마트 폰 센서를 활용한 낙상 감지 애플리케이션 설계 및 구현)

  • Lee, Won Joo;Lim, Ji-Seoup;Kim, Jun Ho;Kim, Yeon Hong
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2021.07a
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    • pp.207-208
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    • 2021
  • 본 논문에서는 스마트 폰의 가속도(Accelerometer) 센서와 GPS 센서 및 Kakao Map, Kakao OPEN API 기반을 이용하여 아동, 기저질환자 및 노약자 등의 사용자들이 위험한 상황에 노출되었을 때 자동으로 구조 요청 서비스를 제공하는 낙상 감지 애플리케이션을 설계하고 구현한다. 이 애플리케이션은 사용자의 낙상, 넘어짐 등을 감지하여 보호자에게 SMS 및 카카오톡으로 구조 요청 메시지를 자동으로 전송한다. 안드로이드의 가속도 센서는 사용자의 가속도 및 각도를 계산하여 낙상 및 넘어짐을 감지하고, GPS 센서를 통해 사용자의 현재 위치를 카카오 맵에 표시하고, 구조 요청 메시지를 자동으로 전송함으로써 사용자가 긴급한 상황에서 구출되도록 한다.

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A multitype sensor placement method for the modal estimation of structure

  • Pei, Xue-Yang;Yi, Ting-Hua;Li, Hong-Nan
    • Smart Structures and Systems
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    • v.21 no.4
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    • pp.407-420
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    • 2018
  • In structural health monitoring, it is meaningful to comprehensively utilize accelerometers and strain gauges to obtain the modal information of a structure. In this paper, a modal estimation theory is proposed, in which the displacement modes of the locations without accelerometers can be estimated by the strain modes of selected strain gauge measurements. A two-stage sensor placement method, in which strain gauges are placed together with triaxial accelerometers to obtain more structural displacement mode information, is proposed. In stage one, the initial accelerometer locations are determined through the combined use of the modal assurance criterion and the redundancy information. Due to various practical factors, however, accelerometers cannot be placed at some of the initial accelerometer locations; the displacement mode information of these locations are still in need and the locations without accelerometers are defined as estimated locations. In stage two, the displacement modes of the estimated locations are estimated based on the strain modes of the strain gauge locations, and the quality of the estimation is seen as a criterion to guide the selection of the strain gauge locations. Instead of simply placing a strain gauge at the midpoint of each beam element, the influence of different candidate strain gauge positions on the estimation of displacement modes is also studied. Finally, the modal assurance criterion is utilized to evaluate the performance of the obtained multitype sensor placement. A bridge benchmark structure is used for a numerical investigation to demonstrate the effectiveness of the proposed multitype sensor placement method.

A Study on Particular Abnormal Gait Using Accelerometer and Gyro Sensor (가속도센서와 각속도센서를 이용한 특정 비정상보행에 관한 연구)

  • Heo, Geun-Sub;Yang, Seung-Han;Lee, Sang-Ryong;Lee, Jong-Gyu;Lee, Choon-Young
    • Journal of the Korean Society for Precision Engineering
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    • v.29 no.11
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    • pp.1199-1206
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    • 2012
  • Recently, technologies to help the elderly or disabled people who have difficulty in walking are being developed. In order to develop these technologies, it is necessary to construct a system that gathers the gait data of people and analysis of these data is also important. In this research, we constructed the development of sensor system which consists of pressure sensor, three-axis accelerometer and two-axis gyro sensor. We used k-means clustering algorithm to classify the data for characterization, and then calculated the symmetry index with histogram which was produced from each cluster. We collected gait data from sensors attached on two subjects. The experiment was conducted for two kinds of gait status. One is walking with normal gait; the other is walking with abnormal gait (abnormal gait means that the subject walks by dragging the right leg intentionally). With the result from the analysis of acceleration component, we were able to confirm that the analysis technique of this data could be used to determine gait symmetry. In addition, by adding gyro components in the analysis, we could find that the symmetry index was appropriate to express symmetry better.

Development of a MEMS Resonant Accelerometer Based on Robust Structural Design (강건 구조설계에 기반한 미소 공진형 가속도계의 개발)

  • Park, U-Sung;Boo, Sang-Pil;Park, Soo-Young;Kim, Do-Hyung;Song, Jin-Woo;Jeon, Jong-Up;Kim, Joon-Won
    • Journal of Sensor Science and Technology
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    • v.21 no.2
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    • pp.114-120
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    • 2012
  • This paper describes the design, fabrication and testing of a micromachined resonant accelerometer consisting of a symmetrical pair of proof masses and double-ended tuning fork(DETF) oscillators. Under the external acceleration along the input axis, the proof mass applies forces to the oscillators, which causes a change in their resonant frequency. This frequency change is measured to indicate the applied acceleration. Pivot anchor and leverage mechanisms are adopted in the accelerometer to generate larger force from a proof mass under certain acceleration, which enables increasing its scale factor. Finite element method analyses have been conducted to design the accelerometer and a silicon on insulator(SOI) wafer with a substrate glass wafer was used for fabricating it. The fabricated accelerometer has a scale factor of 188 Hz/g, which is shown to be in agreement with analysis results.

A Compensation Method of an Accelerometer for an Acceleration-based Disturbance Observer Control of a Robot Manipulator (로봇 매니퓰레이터의 가속도 기반 외란관측제어를 위한 저가용 가속도 센서 보정 방법)

  • Bae, Yeong-Geol;Jung, Seul
    • Journal of Institute of Control, Robotics and Systems
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    • v.20 no.6
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    • pp.651-656
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    • 2014
  • This paper presents a compensation method for an accelerometer to measure acceleration data accurately when a robot manipulator moves slowly. Although the accelerometer works fine under the fast movement of a robot manipulator, low cost accelerometers provide relatively inaccurate acceleration data under slow movements. In order to correct the error of the sensor data in the slow motion, correction factors are obtained experimentally. Then those corrected data are used for the disturbance observer. Experimental studies of the position control of a robot manipulator are conducted by applying the DOB (Disturbance Observer) control using corrected acceleration data.

A Calibration Method for Six-Accelerometer INS

  • Hung Chao-Yu;Lee Sou-Chen
    • International Journal of Control, Automation, and Systems
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    • v.4 no.5
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    • pp.615-623
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    • 2006
  • The gyroscope free strap-down INS is composed only of accelerometers. Any gyroscope free INS navigation error is deeply affected by the accuracy of the sensor bias, scale factor, orientation and location error. However these parameters can be found by calibration. There is an important research issue about a multi-position calibration method in this paper. It provides a novel method to find the error parameters for the six-accelerometer INS. A superior simulation is shown that the multi-position calibration can find the specifications of a six-accelerometer INS in laboratory. From these parameters the six-accelerometer INS could apply in realistic navigation.