• Title/Summary/Keyword: Soft sensor

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A Judgment System for Intelligent Movement Using Soft Computing (소프트 컴퓨팅에 의한 지능형 주행 판단 시스템)

  • Choi, Woo-Kyung;Seo, Jae-Yong;Kim, Seong-Hyun;Yu, Sung-Wook;Jeon, Hong-Tae
    • Journal of the Korean Institute of Intelligent Systems
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    • v.16 no.5
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    • pp.544-549
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    • 2006
  • This research is to introduce about Judgment System for Intelligent Movement(JSIM) that can perform assistance work of human brain. JSIM can order autonomous command and also it can be directly controlled by user. This research assumes that control object is limited to Mobile Robot(MR) Mobile robot offers image and ultrasonic sensor information to user carrying JSIM and it performs guide to user. JSIM having PDA and Sensor-box controls velocity and direction of the mobile robot by soft-computing method that inputs user's command and information that is obtained to mobile robot. Also it controls mobile robot to achieve various movement. This paper introduces wearable JSIM that communicates with around devices and that can do intelligent judgment. To verify the possibility of the proposed system, in real environment, the simulation of control and application problem lot mobile robot will be introduced. Intelligent algorithm in the proposed system is generated by mixed hierarchical fuzzy and neural network.

Design of Capacitive Sensors for Blood Vessel Condition Using FEA Simulation; For Developing of an Implantable Telemetry System to Monitoring the Arterial Change (FEA 시뮬레이션을 이용한 혈관 상태 측정용 커패시티브 센서 설계; 체내 동맥 혈관 변화 모니터링이 가능한 이식형 텔레메트리 시스템 개발을 위한)

  • Kang, So Myoung;Lee, Jae Ho;Wei, Qun
    • Journal of Korea Multimedia Society
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    • v.22 no.11
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    • pp.1280-1287
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    • 2019
  • For developing a wireless implantable device to monitoring the artery variation in real-time. The concept of a special vessel variation measurement capacitive sensor is presented in this paper. The sensor consists of two part; main sensor to measuring the arterial variation, and reference sensor is used to improve the accuracy of the capacitance value variation. Before sensor manufacture, a model of the sensor attached on the artery was designed in 3D to conduct in the FEA simulation to validate the validity and feasibility of the idea. The artery model was designed as layered structures and made of collagenous soft tissues with intima inside, followed by the media and the adventitia. Also, a grease layer was designed in the inner of the arterial wall to imitate the clogged arteries. The simulation was divided into two parts; sensor performance test by changing the diameter of the grease layer, and arterial wall tension test by changing the blood pressure. As the simulation results, the capacitance value measured by the proposed sensor is decreased follow the diameter of the grease increased. Also, large elastic deformation of the arterial wall since changing the blood pressure has been observed.

SVR model reconstruction for the reliability of FBG sensor network based on the CFRP impact monitoring

  • Zhang, Xiaoli;Liang, Dakai;Zeng, Jie;Lu, Jiyun
    • Smart Structures and Systems
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    • v.14 no.2
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    • pp.145-158
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    • 2014
  • The objective of this study is to improve the survivability and reliability of the FBG sensor network in the structural health monitoring (SHM) system. Therefore, a model reconstruction soft computing recognition algorithm based on support vector regression (SVR) is proposed to achieve the high reliability of the FBG sensor network, and the grid search algorithm is used to optimize the parameters of SVR model. Furthermore, in order to demonstrate the effectiveness of the proposed model reconstruction algorithm, a SHM system based on an eight-point fiber Bragg grating (FBG) sensor network is designed to monitor the foreign-object low velocity impact of a CFRP composite plate. Simultaneously, some sensors data are neglected to simulate different kinds of FBG sensor network failure modes, the predicting results are compared with non-reconstruction for the same failure mode. The comparative results indicate that the performance of the model reconstruction recognition algorithm based on SVR has more excellence than that of non-reconstruction, and the model reconstruction algorithm almost keeps the consistent predicting accuracy when no sensor, one sensor and two sensors are invalid in the FBG sensor network, thus the reliability is improved when there are FBG sensors are invalid in the structural health monitoring system.

Wearable Force Sensor Using 3D-printed Mold and Liquid Metal (삼차원 프린트된 몰드와 액체 금속을 이용한 웨어러블 힘 센서 개발)

  • Kim, Kyuyoung;Choi, Jungrak;Jeong, Yongrok;Kim, Minseong;Kim, Seunghwan;Park, Inkyu
    • Journal of Sensor Science and Technology
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    • v.28 no.3
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    • pp.198-204
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    • 2019
  • In this study, we propose a wearable force sensor using 3D printed mold and liquid metal. Liquid metal, such as Galinstan, is one of the promising functional materials in stretchable electronics known for its intrinsic mechanical and electronic properties. The proposed soft force sensor measures the external force by the resistance change caused by the cross-sectional area change. Fused deposition modeling-based 3D printing is a simple and cost-effective fabrication of resilient elastomers using liquid metal. Using a 3D printed microchannel mold, 3D multichannel Galinstan microchannels were fabricated with a serpentine structure for signal stability because it is important to maintain the sensitivity of the sensor even in various mechanical deformations. We performed various electro-mechanical tests for performance characterization and verified the signal stability while stretching and bending. The proposed sensor exhibited good signal stability under 100% longitudinal strain, and the resistance change ranged within 5% of the initial value. We attached the proposed sensor on the finger joint and evaluated the signal change during various finger movements and the application of external forces.

Bias Field Effect of SmCo Films on Soft Magnetic Properties of CoZrNb Films (SmCo박막의 바이어스자계가 CoZrNb박막의 연자성특성에 미치는 효과)

  • Shin, K.H.;Kim, Y.H.
    • Journal of the Korean Magnetics Society
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    • v.13 no.5
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    • pp.198-203
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    • 2003
  • To investigate whether the use of hard magnetic film is available to generate bias magnetic field for a magnetoimpedance sensor, the magnetic properties of SmCo hard magnetic films were investigated as a function of their compositions. The saturation magnetization decreased with Sm content increasing in SmCo films. And, the coercive force increased in the extent of Sm content of 28 at%, but decreased as Sm content increased moreover. The bias field effect of SmCo film to amorphous CoZrNb film was investigated with the magnetization corves, permeabilities, and magnetic domain structures of SmCo/CoZrNb multilayers. The bias field of about 60 Oe was observed in the film with 3 mm ${\times}$ 0.5 mm, which can be constructed as a MI sensor, and this result strongly indicates that the bias field generated from a hard magnetic film is adequate to enhance the sensitivity of a MI sensor with hard/soft magnetic multilayer structure.

Magnetic Sensor-Based Detection of Picoliter Volumes of Magnetic Nanoparticle Droplets in a Microfluidic Chip

  • Jeong, Ilgyo;Eu, Young-Jae;Kim, Kun Woo;Hu, XingHao;Sinha, Brajalal;Kim, CheolGi
    • Journal of Magnetics
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    • v.17 no.4
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    • pp.302-307
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    • 2012
  • We have designed, fabricated and tested an integrated microfluidic chip with a Planar Hall Effect (PHE) sensor. The sensor was constructed by sequentially sputtering Ta/NiFe/Cu/NiFe/IrMn/Ta onto glass. The microfluidic channel was fabricated with poly(dimethylsiloxane) (PDMS) using soft lithography. Magnetic nanoparticles suspended in hexadecane were used as ferrofluid, of which the saturation magnetisation was 3.4 emu/cc. Droplets of ferrofluid were generated in a T-junction of a microfluidic channel after hydrophilic modification of the PDMS. The size and interval of the droplets were regulated by pressure on the ferrofluid channel inlet. The PHE sensor detected the flowing droplets of ferrofluid, as expected from simulation results. The shape of the signal was dependent on both the distance of the magnetic droplet from the sensor and the droplet length. The sensor was able to detect a magnetic moment of $2{\times}10^{-10}$ emu at a distance of 10 ${\mu}m$. This study provides an enhanced understanding of the magnetic parameters of ferrofluid in a microfluidic channel using a PHE sensor and will be used for a sample inlet module inside of integrated magnetic lab-on-a-chip systems for the analysis of biomolecules.

Logical Sensor Framework For Recommendation In Mobile Devices (모바일 기기에서 추천을 위한 Logical Sensor의 설계)

  • Kim, Doo-Hyeong;Park, Sang-Won
    • Proceedings of the Korean Information Science Society Conference
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    • 2012.06d
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    • pp.149-151
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    • 2012
  • 최근 상황인지에 관한 연구가 활발히 진행되고 있다. 스마트폰의 각종 센서를 통해 사용자의 컨텍스트 수집이 가능해졌고 이러한 사용자의 컨텍스트는 사용자에게 보다 친화적인 서비스를 제공하기 위한 데이터로 활용이 가능하다. 컨텍스트는 물리적 컨텍스트(Physical Context)와 소프트 컨텍스트(Soft Context)로 구분할 수 있다. 이렇게 상황정보를 이용하여 추출된 데이터는 사용자에게 친화적인 서비스를 제공할 수 있는 토대로 활용할 수 있다. 하지만 물리적 컨텍스트만을 이용하는 기존의 방법은 실제로 동적인 사용자의 컨텍스트를 정확하게 유추하기 어려운 구조이다. 본 논문에서는 모바일 기기에서 사용자에게 보다 친화적인 서비스를 제공하기 위해서 소프트 컨텍스트를 사용하여 Logical Sensor를 설계 및 구현한다. 여기서 Logical Sensor는 소프트 컨텍스트를 통해서 사용자의 소셜 네트워크나 사용자의 선호도를 파악하여 로그데이터를 남긴다. 이렇게 얻은 로그데이터는 통계를 통해 사용자의 선호도나 소셜 네트워크를 한눈에 볼 수 있으며, 시간이나 위치에 따라서 사용자가 모바일에서 사용할 애플리케이션이나 통화상대등을 추천 해줄 수 있을 것이다. 이뿐만 아니라 Logical Sensor로부터 얻은 사용자의 로그 데이터는 사용자에게 사용자의 특화된 서비스 개발에 많은 도움이 될 것이다.

Installation Design of FLIR Sensor Considering Dynamic Characteristics of Helicopter Airframe (헬리콥터 동적 특성을 고려한 FLIR 센서 장착 설계)

  • Cho, Ki-Dae
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.33 no.1
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    • pp.33-38
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    • 2005
  • Forcing at the rotor blade passing frequencies is responsible for the majority of vibration related problems on helicopters. Blade passing frequencies of helicopters are generally in the range 10~30 Hz and the interest modes of the helicopters also exist in the range. By the way, the installation of a heavy sensor at the front extremities of an imported helicopter may change the modal characteristics of the airframe and results in the resonance with rotor passing frequencies. To avoid too large a change in the dynamics of the overall airframe, we determined how to install a heavy sensor through conceptual approach and finite element analysis. The results of a ground vibration test for airframe with sensor mount system clearly demonstrate that the installation design is acceptable dynamically.

Prototype Milli Gauss Meter Using Giant Magnetoimpedance Effect in Self Biased Amorphous Ribbon

  • Kollu, Pratap;Yoon, Seok-Soo;Kim, Gun-Woo;Angani, C.S.;Kim, Cheol-Gi
    • Journal of Magnetics
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    • v.15 no.4
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    • pp.194-198
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    • 2010
  • In our present work, we developed a GMI (giant magnetoimpedance) sensor system to detect magnetic fields in the milli gauss range based on the asymmetric magnetoimpedance (AGMI) effect in Co-based amorphous ribbon with self bias field produced by field-annealing in open air. The system comprises magnetoimpedance sensor probe, signal conditioning circuits, A/D converter, USB controller, notebook computer, and program for measurement and display. Sensor probe was constructed by wire-bonding the cobalt based amorphous ribbon with dimensions $10\;mm\;{\times}\;1\;mm\;{\times}\;20\;{\mu}m$ on a printed circuit board. Negative feedback was used to remove the hysteresis and temperature dependence and to increase the linearity of the system. Sensitivity of the milli gauss meter was 0.3 V/Oe and the magnetic field resolution and environmental noise level were less than 0.01 Oe and 2 mOe, respectively, in an unshielded room.

Development and Structural Design of Textile Touch Sensor Easily Implemented (구현방식이 용이한 텍스타일 터치센서 개발 및 구조적 설계)

  • Kim, Ji-seon;Park, Jinhee;Kim, Jooyoung
    • Journal of the Korean Society of Clothing and Textiles
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    • v.45 no.1
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    • pp.168-179
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    • 2021
  • This study presents and develops a textile type touch sensor structural design that is easy to implement. First, the design of the touch sensor circuit finds the size of the switch with the easiest finger contact and selects a structure with a long circuit with the lowest resistance value. An experiment is performed on a change in an electrostatic capacitance value that accompanies the distance on the electrode and the magnitude of the electrode area of the structure; however, the structure having the distance on the electrode and the large electrode area shows the best resistance change. The laundry assessment was conducted three times at a time and ten times at a time with an average standard deviation less than one ohm, with little change in resistance. Consequently, there were no problems with durability and performance for laundry. Finally, in the bending evaluation, the difference in resistance can be seen between 1-2 ohms and was developed as a smart wearable in the future; in addition, there was no problem as a difference in resistance can be seen between 1 and 2 ohms.