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The Estimation of the Target Position and Size Using Multi-layer Neural Network in Electrical Impedance Tomography (전기 임피던스 단층촬영법에서 다층 신경회로망을 이용한 표적의 위치와 크기 추정)

  • Kim, Ji-Hoon;Kim, Chan-Yong;Cho, Tae-Hyun;Lee, In-Soo
    • The Journal of Korean Institute of Information Technology
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    • v.16 no.11
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    • pp.35-41
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    • 2018
  • Electrical impedance tomography (EIT) is a kind of nondestructive testing technique that obtains the internal resistivity distribution from the voltages measured at the electrodes located outside the area of interest. However, an image reconstruction problem in EIT has innate non-linearity and ill-posedness, so that it is difficult to obtain satisfactory reconstructed results. In general, a neural network can efficiently model the input and output relationships of a non-linear system. This paper proposes a method for estimating the position and size of a circular target using a multi-layer neural network. To verify the performance of the proposed method, neural network was trained and various computer simulations were performed and satisfactory performance was verified.

Performance analysis and verification of underwater acoustic communication simulator in medium long-range multiuser environment (중장거리 다중송신채널 환경에서 수중음향통신 시뮬레이터 성능 분석 및 검증)

  • Park, Heejin;Kim, Donghyeon;Kim, J.S.;Song, Hee-Chun;Hahn, Joo Young
    • The Journal of the Acoustical Society of Korea
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    • v.37 no.6
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    • pp.451-456
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    • 2018
  • UAComm (Underwater Acoustic Communication) is an active research area, and many experiment has been performed to develop UAComm system. In this paper, we investigate the possibility of modifying and applying VirTEX (Virtual Time series EXperiment) to medium long range MIMO (Multiple-Input Multiple-Output) UAComm of about 20 km range for the analysis and performance prediction of UAComm system. Since VirTEX is a time-domain simulator, the generated time series can be used in HILS (Hardware In the Loop Simulation) to develop UAComm system. The developed package is verified through comparing with the sea-going FAF05 (Focused Acoustic Field 2005) experimental data. The developed simulator can be used to predict the performance of UAComm system, and even replace the expensive sea-going experiment.

SLNR-Based Precoder Design for Multiuser MIMO in Distributed Antenna Systems (분산 안테나 시스템에서 다중 사용자 MIMO를 위한 SLNR 기반의 프리코더 설계)

  • Seo, Bangwon
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.18 no.6
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    • pp.75-82
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    • 2018
  • In this paper, we consider a precoder design for downlink multiuser multiple-input multiple-output (MU-MIMO) in distributed antenna systems (DAS). In DAS, remote radio heads (RRHs) are placed at geographically different locations within a cell area. Three different precoder design schemes are proposed to maximize the separate or joint signal-to-leakage-plus-noise ratio (SLNR) metrics by considering RRH sum power or per-RRH power constraints. The analytical closed-form form solution for each optimization problem is presented. Through computer simulation, we show that the joint SLNR based precoding schemes have better signal-to-interference-plus-noise ratio (SINR) and bit error rate (BER) performances than the separate SLNR based schemes. Also, it is shown that the precoding scheme with RRH sum power constraint has better performance than the precoding scheme with per-RRH power constraint.

A CMOS Interface Circuit for Vibrational Energy Harvesting (진동에너지 수확을 위한 CMOS 인터페이스 회로)

  • Yang, Min-jae;Yoon, Eun-jung;Yu, Chong-gun
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2014.10a
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    • pp.267-270
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    • 2014
  • This paper presents a CMOS interface circuit for vibration energy harvesting. The proposed circuit consists of an AC-DC converter and a DC-DC boost converter. The AC-DC converter rectifies the AC signals from vibration devices(PZT), and the DC-DC boost converter generates a boosted and regulated output at a predefined level. A full-wave rectifier using active diodes is used as the AC-DC converter for high efficiency, and a schottky diode type DC-DC boost converter is used for a simple control circuitry. A MPPT(Maximum Power Point Tracking) control is also employed to harvest the maximum power from the PZT. The proposed circuit has been designed in a 0.35um CMOS process. The chip area is $530um{\times}325um$. Simulation results shows that the maximum efficiencies of the AC-DC converter and DC-DC boost converter are 97.7% and 89.2%, respectively. The maximum efficiency of the entire system is 87.2%.

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Fabrication and Chracteristics of Cutting Cell with Various Laser Conditions (다양한 레이저 조건에 따른 컷팅셀 제작 및 특성 분석)

  • Park, Jeong Eun;Kim, Dong Sik;Choi, Won Seok;Jang, Jae Joon;Lim, Dong gun
    • Journal of the Korean Solar Energy Society
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    • v.39 no.3
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    • pp.9-17
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    • 2019
  • Laser cutting cell of solar cells can achieve high voltage and efficiency through more array than conventional 6 inch cell compared to same area. In this study, we fabricated c-Si cutting cell with various lasers and laser conditions such as power, speed, and number of times. In the case of picosecond laser, excellent surface characteristics were obtained due to small surface defects and low thermal damage at the output of 20W and the speed of 100 mm/s. However, it is not possible to fabricate a cutting cell having good characteristics due to nonuniform cutting inside the wafer when the processing for forming a cutting cell is not sufficiently performed. For nanosecond lasers, the best wafer characteristics were obtained for fabrication of excellent cutting cells at a frequency of 500 kHz and a laser speed of 100 mm/s. However, the nanosecond laser has not been processed sufficiently in the condition of a number of times. As a result, it was confirmed that the wafer thickness was cut by $63{\mu}m$ of the cell thickness of $170{\mu}m$ in the condition of five times of laser process. It was found that more than 30% of the wafer thickness had to be processed to fabricate the cutting cell. After cutting the 6-inch cell having the voltage of 0.65 V, we obtained the voltage of about 0.63 V.

Overseas Case Study of 3D Printing Technology for Construction and Commercialization Plan in Korea (건설용 3D 프린팅 기술의 해외 사례 조사 및 국내 상용화 방안)

  • Seung, In-Bae;Baek, Hyo-Seon;Park, Jeong-hwan
    • Journal of the Korean Society of Industry Convergence
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    • v.21 no.6
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    • pp.273-284
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    • 2018
  • 3D printing technology in the construction field is currently being developed and commercialized actively in foreign countries, but the development of material and equipment is underway as an initial research stage in Korea. It is necessary to implement commercialization through the introduction of 3D printing technology in the construction field as soon as possible in Korea, but there is no guideline for suitable equipment and materials in Korea at present. Therefore, in order to help prepare for commercialization, it is necessary to provide data such as equipment size and materials suitable for commercialization at the initial stage. This study investigates the types, specifications, and applications of equipment that are being used overseas to provide the equipment type and material cost required in the initial stage of commercialization in Korea. Using the surveyed data, it was possible to calculate the advantages and disadvantages of the equipment type and specification, and the cost of materials used. As a result of the analysis, Gantry type is suitable for the domestic commercialization, and the standard of the output area is $100m^2$ and the extrusion amount of $250m^3/sec$ is proposed, and the material cost of the commercial product is 20thousand won. The suggestions in this study will help to plan the construction of products and equipments to commercialize 3D printing technology in construction field in the future.

A Comparative Analysis of the Performance Evaluation System for Public Libraries (공공도서관 성과평가 체계에 대한 비교·분석)

  • Kim, Sun-Ae
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.31 no.4
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    • pp.49-72
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    • 2020
  • In a rapidly changing environment, public libraries need performance measures that can comprehensively represent their activities in order to respond to various changes, demonstrate social value, and justify input resources. However, most of the performance evaluations have been focused on specific areas or specific analysis methods. Therefore, this study looked at the efforts of advanced countries of overseas libraries to develop performance evaluation tools for public libraries in order to develop performance management tools for domestic public libraries. The implications were derived by reviewing and analyzing the direction, evaluation system, and major performance evaluation areas of public library performance evaluation. The main result was that the perspective of public library performance evaluation was shifting from input-output-oriented to outcome or impact, and the performance evaluation area was linked to the development strategy of public libraries or the role of the library. And, the government and institutions were working together to establish an evaluation system for performance management of public libraries.

A Study to Set up Guideline for Public Facilities as Infrastructure of Low-rise Residential Community in Seoul (서울 저층주거 밀집지역 공공생활지원시설 설정방향에 관한 연구)

  • Shin, Jee-Hun;Lee, Na-Rae;Kim, Jong-Pil;Kim, Donyun
    • Journal of the Architectural Institute of Korea Planning & Design
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    • v.35 no.2
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    • pp.127-137
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    • 2019
  • Low-rise residential community is the most popular type (51%) of residential neighborhoods in Seoul. Currently, there is a shortage of public facilities needed for living conditions and the quality of life in low-rise residential areas. This study defines 'public facility' as infrastructure to improve the living environment and used by residents jointly in low-rise residential areas. In this regard, this study analyzes current legal and institutional standards, latest trends in public facility of apartments, and residents' demand and satisfaction level in order to find out the criteria for installation of priority public facilities. As a result, the essential facility basically conforms to the number of household which is the standard of the facility supply in apartment. However, considering the limitations on the accessibility due to low density, it should consider two standards at the same time: the number of household and distance (radius of neighborhood). In conclusion, it is necessary to install legally prescribed facilities according to the number of household and distance: 500 households facilities in 250m radius neighborhood and 1,000 households facilities in 400m radius neighborhood. Also, considering the reality of low-rise residential area, it is necessary to integrate some facilities that can be functionally linked to improve level of utility and efficiency of operation and management. It is expected that the output of this study can be applied to institutionalize of the legal basis for the public facility of low-rise residential community.

Performance Analysis of Cost Effective Portable Solar Photovoltaic Water Pumping System

  • Parmar, Richa;Banerjee, Chandan;Tripathi, Arun K.
    • Current Photovoltaic Research
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    • v.9 no.2
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    • pp.51-58
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    • 2021
  • Solar water pumping system (SWPS) is reliable and beneficial for Indian farmers in irrigation and crop production without accessing utility. The capability of easy installation and deployment, makes it an attractive option in remote areas without grid access. The selection of portable solar based pumps is pertaining to its longer life and economic viability due to lower running cost. The work presented in this manuscript intends to demonstrate performance analysis of portable systems. Consequent investigation reveals PSWS as the emerging option for rural household and marginal farmers. This can be attributed to the fact that, a considerable portion (around 45.7%) of the country's land is farmland and irrigation options are yet to reach farmers who entirely rely on rain water at present for harvesting of the crops. According to census 2010-2011 tube wells are the main source for irrigation amongst all other sources followed by canals. Out of the total 64.57-million-hectare net irrigation area, 48.16% is accounted by small and marginal holdings, 43.77% by semi-medium and medium holdings, and 8.07% by large holdings. As per 2015-16 census data, nearly 100 million farming households would struggle to make ends meet. The work included in this manuscript, presents the performance of different commercial brands and different technologies of DC surface solar water micro pumping systems have been studied (specifically, the centrifugal and reciprocating type pumps have been considered for analysis). The performance of the pumping systems has been analyzed and data is evaluated in terms of quantity of water impelled for specific head. The reciprocating pump has been observed to deliver the best system efficiency.

UC Model with ARIMA Trend and Forecasting U.S. GDP (ARIMA 추세의 비관측요인 모형과 미국 GDP에 대한 예측력)

  • Lee, Young Soo
    • International Area Studies Review
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    • v.21 no.4
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    • pp.159-172
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    • 2017
  • In a typical trend-cycle decomposition of GDP, the trend component is usually assumed to follow a random walk process. This paper considers an ARIMA trend and assesses the validity of the ARIMA trend model. I construct univariate and bivariate unobserved-components(UC) models, allowing the ARIMA trend. Estimation results using U.S. data are favorable to the ARIMA trend models. I, also, compare the forecasting performance of the UC models. Dynamic pseudo-out-of-sample forecasting exercises are implemented with recursive estimations. I find that the bivariate model outperforms the univariate model, the smoothed estimates of trend and cycle components deliver smaller forecasting errors compared to the filtered estimates, and, most importantly, allowing for the ARIMA trend can lead to statistically significant gains in forecast accuracy, providing support for the ARIMA trend model. It is worthy of notice that trend shocks play the main source of the output fluctuation if the ARIMA trend is allowed in the UC model.