• The Journal of Korean Institute of Next Generation Computing
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• v.14 no.6
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• pp.57-65
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• 2018

Conventional RF signal-based indoor localization techniques such as BLE or Wi-Fi based fingerprinting method show considerable localization errors even in small-scale indoor environments due to unstable received signal strength(RSS) of RF signals. Therefore, it is difficult to apply the existing RF-based fingerprinting techniques to large-scale indoor environments such as airports and department stores. In this paper, instead of RF signal we use the geomagnetic sensor signal for indoor localization, whose signal strength is more stable than RF RSS. Although similar geomagnetic field values exist in indoor space, an object movement would experience a unique sequence of the geomagnetic field signals as the movement continues. We use a deep neural network model called the recurrent neural network (RNN), which is effective in recognizing time-varying sequences of sensor data, to track the user's location and movement path. To evaluate the performance of the proposed geomagnetic field based indoor positioning system (IPS), we constructed a magnetic field map for a campus testbed of about $94m{\times}26$ dimension and trained RNN using various potential movement paths and their location data extracted from the magnetic field map. By adjusting various hyperparameters, we could achieve an average localization error of 1.20 meters in the testbed.

• The Journal of Korea Institute of Information, Electronics, and Communication Technology
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• v.5 no.3
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• pp.152-157
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• 2012

In this paper, we develop a muscle exercise prescription system and present a prescription method by analyzing bioelectric signal of human muscles. This system is designed to give right exercise prescriptions include strength, duration, frequency of exercise after diagnosing personal body condition using EMG(Electromyography). With the help of these prescriptions all users can keep there optimum exercise status and avoid excess exercise symptom and, we van utilize in all the measurements like abnormal posture, muscle power, muscle regidity, muscle fatigue, muscle balance. Also easily accessable system can offer variable utilizations such as in health care center, sports center, social welfare center, social medical center, school, and kinder garden.

• Proceedings of the Materials Research Society of Korea Conference
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• 2011.05a
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• pp.240.1-240.1
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• 2011

본 연구에서는 펄스레이져 박막 증착법(Pulsed Laser Deposition;PLD)을 이용하여 연자성의 CoNiFe (CNF) 물질과 강유전 특성의$BaTiO_3$ (BTO) 물질을 다층박막 구조로 제작하여 약자장(H=200 Oe)에 의해 에너지를 집적 시키거나 유전상수를 조절하여 박막의 구조 변화에 따른 커패시턴스 변화를 연구하였다. 다양한 구조의 다층 박막은 Si/$SiO_2$/Ti/Pt(111) 기판상에 PLD을 이용하여 증착하였으며, Phillp's X-선 회절기 (XRD)를 이용하여 결정구조와 격자 상수를 결정하였다. FE-SEM, TEM, AFM 및 EDS를 이용하여 박막 표면/단면의 미세구조 및 물질에 따른 조성비를 확인하였다. 자기적 특성을 위해Vibrating Sample Magnetometer (VSM)를 측정하였고, 전기적 특성은 LCR meter를 이용하여 측정하였다.

• Proceedings of the Korean Vacuum Society Conference
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• 1996.06a
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• pp.175-176
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• 1996

ppt/Ti/SiO2/Si 기판상에 고주파 마그네트론 스퍼터링 방식으로 ppZT 박막[두 께:3000$\AA$]을 증착하고 RTA 방식으로 후속 열처리[열처리온도:550~$650^{\circ}C$]를 실시하여 직 경 0.2mm 소자의 FECApps(ferroelectric cappacitors)를 제작하였다. 증착된 ppZT 박막을 강 유전성 pperovskite 결정상으로 만들기 위해 ppZT 박막의 열처리조건을 연구하였으며, 열처리 방식에 따른 ppZT 박막의 결정특성(상형상, 형상관찰, 성분분석 등)과 커패시터 소자의 전기 적 특성($\varepsilon$r,tan$\delta$,pp-E hysteresis curves, 누설전류 등)을 비교, 분석하였다.

• Geophysics and Geophysical Exploration
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• v.8 no.4
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• pp.251-261
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• 2005

The quality of MT (magnetotellurics) data highly depends on the level of artificial noise form industrial sources. We have conducted the feasibility study of MT noise modelling using digital spatial data and spatial modelling through the comparison between the predicted and the measured MT noises. A simple noise model predicting the intensity of electromagnetic field radiated from the latent noise sources, that is, the electric facilities in the building, road and high-voltage powerline, is developed in consideration of the propagation property of electromagnetic waves. From the analysis of correlation between the predicted and the measured noise power, the correlation coefficients of electric field are higher than those of magnetic field in whole frequency band. The magnetic field component has the high correlation in the narrow band near 60 Hz only. The spatial noise modelling proposed in this study would provide some useful informations for the MT surveys in the noisy environment like urban area.

• Journal of the Korean Electrochemical Society
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• v.9 no.4
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• pp.170-177
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• 2006

Optimum design of flow channel in the separation plate of Proton Exchange Membrane Fuel Cell is very prerequisite to reduce concentration over potential at high current region and remove the water generated in cathode effectively. In this paper, fully 3 dimensional computational model which solves anode and cathode flow fields simultaneously is developed in order to compare the performance of fuel cell with parallel and interdigitated flow channels. Oxygen and water concentration and pressure drop are calculated and i-V performance characteristics are compared between flows with two flow channels. Results show that performance of fuel cell with interdigitated flow channel is hi민or than that with parallel flow channel at high current region because hydrogen and oxygen in interdigitated flow channel are transported to catalyst layer effectively due to strong convective transport through gas diffusion layer but pressure drop is larger than that in parallel flow channel. Therefore Trade-off between power gain and pressure loss should be considered in design of fuel cell with interdigitated flow channel.

• Journal of IKEEE
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• v.24 no.4
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• pp.1064-1068
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• 2020

For LW-TLM antenna of 65 kHz, Near-field propagation characteristics due to wave propagation obstacle are analyzed in this paper. The simulation modeling for propagation effects are based on the model of actual LW-TLM antenna which utilizes the frequency of 65 kHz, and the model expressed as propagation obstacle at a mountain height and a proximity of antenna and mountain. The near-field performance are analyzed based on the parameters of simulation model. In case of a normal mountain height and distance between the adjacent mountain and antenna site, a field strength change of about 1.7 dB has occurred. Above the constant distance of propagation obstacle and antenna, the wave propagation characteristics of disregarding the effects of propagation obstacle are shown. The results of this paper can be used to design and build a transmitting antenna site with 65 kHz operating frequency.

• Journal of Broadcast Engineering
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• v.27 no.3
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• pp.369-377
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• 2022

Recent deep learning-based face synthesis research shows the result of generating a realistic face including overall style or elements such as hair, glasses, and makeup. However, previous methods cannot create a face at a very detailed level, such as the microstructure of the skin. In this paper, to overcome this limitation, we propose a technique for synthesizing a more realistic facial image from a single face label image by controlling the types and intensity of skin microelements. The proposed technique uses Pix2PixHD, an Image-to-Image Translation method, to convert a label image showing the facial region and skin elements such as wrinkles, pores, and redness to create a facial image with added microelements. Experimental results show that it is possible to create various realistic face images reflecting fine skin elements corresponding to this by generating various label images with adjusted skin element regions.

• Proceedings of the Korea Water Resources Association Conference
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• 2022.05a
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• pp.214-214
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• 2022

감포댐은 2006년 준공하여 각종 시설 및 설비의 노후화가 진행중에 있으며, 최근 감포댐 인근 지역에서 발생한 경주지진(규모 5.8) 및 포항지진(규모 5.4)이 발생하여 지진시 시설물의 안전성에 대해 중요성이 대두되고 있었다. 이에 감포댐 안전성강화 사업을 추진하게 되었고, 주요 사업내용은 취수탑 관리교 내진보강, 댐체 심벽보강을 통한 댐체 안전성확보, 비상방류시설 개선이다. 취수탑 관리교는 교각단면의 변위연성도 및 교량받침에 의한 구조물 안전성 평가를 시행하였고, 단면강도는 모멘트-곡률해석법에서 탄성영역의 단면강도 대비 탄성지진력을 비교하여 안전성을 검토하였다. 검토결과 교량받침의 내진성능은 부족한 것으로 검토되어 유량제어형 멀티펌프와 안전잭을 이용한 변위제어 방식의 교량동시 인상공법이 가능하고 인상정밀도 ±0.5mm이내의 성능을 가진 교량인상공법 적용하여 보강을 하는 것으로 계획하였다. 댐체 심벽보강을 위해 먼저 전기비저항탐사를 수행하여 전기비저항대를 탐사하여 심벽부에서 포화대가 형성된 부위를 조사하였다. 그리고 댐 상·하류에 전극을 설치하고 전류를 발생시켜 측정 지점별 자기장을 측정을 통하여 댐체내 침투에 따른 유로 형성여부 파악을 위한 전자기장탐사를 시행하였다. 마지막으로 심벽 시추조사를 시행하여 공내수를 조사하였다. 조사결과 포화대의 위치 및 이상대가 다양한 것으로 나타났으며, 이는 불특정 지점에 연약대가 존재한다 판단하여 심벽부 보강계획을 전반적으로 적용하는 것으로 결정하였다. 비상방류시설은 최근 15년 실측자료의 홍수기(6~9월) 평균유입량을 적용하여 검토하였으며 검토결과 배제대상 높이 75%까지는 3.7일, 완전배제까지는 11.2일이 걸려 댐설계기준을 충족하는 것으로 검토되다. 다만 감포댐 비상방류시설이 하천제방과 직각방향으로 형성되어 있고, 하천의 폭이 좁아 과거 방류시에도 제방을 월류하는 것으로 조사되어 하천의 세굴을 방지하고 제방 안전성을 확보하기 위하여 비상방류시설에 감세공을 설치하고, 제방에 디플렉터 옹벽을 설치하는 것으로 계획하였다. 감세공은 2번에 걸친 감세효과로 방류시 하류바닥 및 옹벽 보호 효과가 큰 미국 USBR의 TypeVI를 적용하였으며, Flow-3D 모델링을 통하여 제방에 월류가 발생하지 않는 최적의 대안 옹벽규모를 산정하였다.

• Proceedings of the KIEE Conference
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• 1991.07a
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• pp.314-317
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• 1991

The waveforms of high voltage and current pulse were measured using laser measuring systems. Existing potential transformer and current transformer have low measuring precision because of resonance phenomena and waveform distortion due to the magnetic saturation. But using laser measurement, it is possible to obtain clear waveforms which have no effect of distortion and harmonic resonances. And electromagnetic interferences (EMI) in the measuring of high voltage and current pulse, but the optical measuring systems are not subjet to the influence of EMI. Using laser measuring systems based upon Pockels effect and Faraday effect is not free from any errors yet, but it could replace existing measuring systems by routine experiments and error corrections. And it needs that more research and development of optical crystals and equipments would be taken.