• 전자공학회논문지
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• 제52권10호
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• pp.73-81
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• 2015

이 논문은 프로토타입 선택 방법을 제안하고, 편의-분산 분해를 이용하여 최근접 이웃 알고리즘과 프로토타입 기반 분류 학습의 일반화 성능 비교 평가에 있다. 제안하는 프로토타입 분류기는 클래스 영역 내에서 가변 반지름을 이용한 다차원 구를 정의하고, 적은 수의 프로토타입으로 구성된 새로운 훈련 데이터 집합을 생성한다. 최근접 이웃 분류기는 새 훈련 집합을 이용하여 테스트 데이터의 클래스를 예측한다. 평균 기대 오류의 편의와 분산 요소를 분해하여 최근접 이웃 규칙, 베이지안 분류기, 고정 반지름을 이용한 프로토타입 선택 방법, 제안하는 프로토타입 선택 방법의 일반화 성능을 비교한다. 실험에서 제안하는 프로토타입 분류기의 편의-분산 변화 추세는 모든 훈련 데이터를 사용하는 최근접 이웃 알고리즘과 비슷한 편의-분산 추세를 보였으며, 프로토타입 선택 비율은 전체 데이터의 평균 약 27.0% 이하로 나타났다.

• 대한전자공학회논문지SD
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• 제47권11호
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• pp.54-64
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• 2010

Reed-Solomon(RS) 코드는 강력한 에러 정정 능력으로 널리 사용된다. 최근 Sudan에 의해 Reed-Solomon 코드의 리스트 디코딩 알고리즘이 정립되었다. 리스트 디코더는 일반적인 디코더보다 더 큰 디코딩 반경을 가지며 하나 이상의 코드를 찾아낸다. 리스트 디코더는 복잡도와 latency가 매우 큰 Interpolation 과 Factorization 단계를 포함하므로 효율적인 하드웨어 설계가 필요하다. Factorization 은 latency가 매 단계마다 변하는 특성을 가져 복잡도가 높으며, 하드웨어 효율 저하의 문제가 발생한다. 본 논문에서는 하드웨어의 재사용을 높인 구조와 알고리즘의 효율적인 처리 스케쥴을 제안한다. 제안한 구조는 각 단계를 작은 단위의 R-MAC 유닛으로 나누어 매 단계마다 하드웨어를 재구성하여 처리함으로서 높은 하드웨어 효율과 효율적인 메모리 구조를 통해 복잡도가 낮은 순차처리를 적용하면서도 높은 처리량을 보이며, 여러 가지 어플리케이션에 적용가능하다. 제안한 구조는 동부 아남 $0.18{\mu}m$ 표준 셀 라이브러리를 사용하여 합성한 결과 최대 동작 주파수는 330MHz이다.

• 대한기계학회논문집B
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• 제29권5호
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• pp.643-652
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• 2005

Saturated nucleate pool boiling experiments for binary mixtures, which are consisted of refrigerant R11 and R113, were performed with constant wall temperature condition. Results for binary mixtures were also compared with pure fluids. A microscale heater array and Wheatstone bridge circuits were used to maintain the constant temperature of the heating surface and to obtain heat flow rate measurements with high temporal and spatial resolutions. Bubble growth images were captured using a high speed CCD camera synchronized with the heat flow rate measurements. The departure time for binary mixtures was longer than that for pure fluids, and binary mixtures had a higher onset of nucleate boiling (ONB) temperature than pure fluids. In the asymptotic growth region, the bubble growth rate was proportional to a value between $t^{\frac{1}{6}}$ and $t^{\frac{1}{4}}$. The bubble growth behavior was analyzed to permit comparisons with binary mixtures and pure fluids at the same scale using dimensionless parameters. There was no discernable difference in the bubble growth behavior between binary mixtures and pure fluids for a given ONB temperature. And the departure radius and time were well predicted within a ${\pm}30{\%}$ error. The minimum heat transfer coefficient of binary mixtures occurred near the maximum ${\mid}y-x{\mid}$ value, and the average required heat flux during bubble growth did not depend on the mass fraction of R11 as more volatile component in binary mixtures. Finally, the results showed that for binary mixtures, a higher ONB temperature had the greatest effect on reducing the heat transfer coefficient.

• 한국정밀공학회지
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• 제30권3호
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• pp.324-330
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• 2013

This paper describes a novel method to surface large optics mirror with an extremely high hardness, which could replace the high cost of the repetitive off-line measurement steps and the large ultra-precision grinding machine with ultra-positioning control of 10 nm resolution. A lot of diamond pellet to be attached on the convex aluminum base consists of a grinding tool for the concave large mirror, and the tool was pressured down on the large mirror blank. The tool motion at an interval on the spiral path was controlled with each feed rate as the dwell time in the conventional computer-controlled polishing. The shape to be surfaced was measured directly by a touch probe on the machine without any separation of the mirror blank. Total 40 iterative steps of the surfacing and measurement could demonstrate the form error of RMS $7.8{\mu}m$, surface roughness of Ra $0.2{\mu}m$ for the mirror blank with diameter of 1 m and spherical radius of curvature of 5400 mm.

• Journal of Computational Design and Engineering
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• 제2권4호
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• pp.206-217
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• 2015

This paper presents a complete S-shape feed rate scheduling approach (CSFA) with confined jerk, acceleration and command feed rate for parametric tool path. For a Non-Uniform Rational B-Spline (NURBS) tool path, the critical points of the tool path where the radius of curvature reaches extreme values are found firstly. Then, the NURBS curve is split into several NURBS sub-curves or blocks by the critical points. A bidirectional scanning strategy with the limitations of chord error, normal/tangential acceleration/jerk and command feed rate is employed to make the feed rate at the junctions between different NURBS blocks continuous. To improve the efficiency of the feed rate scheduling, the NURBS block is classified into three types: short block, medium block and long block. The feed rate profile corresponding to each NURBS block is generated according to the start/end feed rates and the arc length of the block and the limitations of tangential acceleration/jerk. In addition, two compensation strategies are proposed to make the feed rate more continuous and the arc increment more precise. Once the feed rate profile is determined, a second-order Taylor's expansion interpolation method is applied to generate the position commands. Finally, experiments with two free-form NURBS curves are conducted to verify the applicability and accuracy of the proposed method.

• 한국인터넷방송통신학회논문지
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• 제20권2호
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• pp.103-108
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• 2020

본 논문은 QAM 신호 전송시 부가 잡음, 부호간 간섭 및 페이딩등 비선형 통신 채널에서 발생되는 찌그러짐을 줄일 수 있는 mDSE-MMA (modified Dithered Signed Error-MMA) 적응 등화 알고리즘의 성능 평가에 관한 것이다. DSE-MMA 적응 등화 알고리즘은 기존 MMA의 연산량을 줄일 수 있지만, 이로 인하여 등화 성능의 열화되는 문제점이 있다. 이런 DSE-MMA의 성능 열화를 개선하기 위하여 mDSE-MMA는 적응을 위한 스텝 크기를 등화기의 출력이 송신 신호점을 중심으로 임의 반경내의 존재 여부에 따라 조절하게 된다. 제안 mDSE-MMA 알고리즘의 성능을 기존 DSE-MMA 알고리즘의 성능 평가를 위하여 동일한 채널과 잡음 환경하에서 컴퓨터 시뮬레이션을 수행하였으며, 이를 위한 지수로는 수신측에서의 등화기 출력 신호인 복원된 신호 성상도, 수렴 성능을 나타내는 잔류 isi, MD 및 MSE learning 곡선과 SER을 사용하였다. 시뮬레이션 결과 모든 성능 지수에서 mDSE-MMA가 DSE-MMA 보다 우월함을 확인하였다.

• 한국소성가공학회:학술대회논문집
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• 한국소성가공학회 2006년도 제5회 박판성형 SYMPOSIUM
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• pp.55-60
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• 2006

Draw-bead is applied to control the material flow in a stamping process and improve the product quality by controlling the draw-bead restraining force (DBRF). Actual die design depends mostly on the trial-and-error method without calculating the optimum DBRF. Die design with the predicted value of DBRF can be utilized at the tryout stage effectively reducing the cost of the product development. For the prediction of DBRF, a simulation-based prediction model of the circular draw-bead is developed using the Box-Behnken design with selected shape parameters such as the bead height, the shoulder radius and the sheet thickness. The value of DBRF obtained from each design case by analysis is approximated by a second order regression equation. This equation can be utilized to the calculation of the restraining force and the determination of the draw-bead shape as a prediction model. For the evaluation of the prediction model, the optimum design of DBRF in sheet metal forming is carried out using response surface methodology. The suitable type of the draw-bead is suggested based on the optimum values of DBRF. The prediction model of the circular draw-bead proposes the design method of the draw-bead shape. The present procedure provides a guideline in the tool design stage for sheet metal forming to reduce the cost of the product development.

• Journal of Astronomy and Space Sciences
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• 제34권4호
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• pp.315-330
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• 2017

Halo coronal mass ejections (CMEs) originating from solar activities give rise to geomagnetic storms when they reach the Earth. Variations in the geomagnetic field during a geomagnetic storm can damage satellites, communication systems, electrical power grids, and power systems, and induce currents. Therefore, automated techniques for detecting and analyzing halo CMEs have been eliciting increasing attention for the monitoring and prediction of the space weather environment. In this study, we developed an algorithm to sense and detect halo CMEs using large angle and spectrometric coronagraph (LASCO) C3 coronagraph images from the solar and heliospheric observatory (SOHO) satellite. In addition, we developed an image processing technique to derive the morphological and dynamical characteristics of halo CMEs, namely, the source location, width, actual CME speed, and arrival time at a 21.5 solar radius. The proposed halo CME automatic analysis model was validated using a model of the past three halo CME events. As a result, a solar event that occurred at 03:38 UT on Mar. 23, 2014 was predicted to arrive at Earth at 23:00 UT on Mar. 25, whereas the actual arrival time was at 04:30 UT on Mar. 26, which is a difference of 5 hr and 30 min. In addition, a solar event that occurred at 12:55 UT on Apr. 18, 2014 was estimated to arrive at Earth at 16:00 UT on Apr. 20, which is 4 hr ahead of the actual arrival time of 20:00 UT on the same day. However, the estimation error was reduced significantly compared to the ENLIL model. As a further study, the model will be applied to many more events for validation and testing, and after such tests are completed, on-line service will be provided at the Korean Space Weather Center to detect halo CMEs and derive the model parameters.

• 한국정보통신학회논문지
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• 제18권12호
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• pp.2953-2960
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• 2014

영상인식 분야에서 원형 검출은 가장 많이 사용되는 기술 중의 하나이다. 기존에 제안된 많은 원형 검출방법들은 허프변환에 기초하고 있고, 충분히 강인한 알고리즘을 제공한다. 그러나 허프변환은 해석적 곡선의 각점을 원의 중심 좌표와 반지름으로 대응시키는 과정을 도입함으로써 매우 많은 메모리와 실행시간을 필요로 하고, 또한 가끔씩 부정확한 원을 검출하는 경우가 발생하게 된다. 본 논문에서는 광섬유 연결 종단면 검사에 적합한 최적의 원형 검출방법과 근사화 방법을 제안한다. 제안한 방법은 에지 검출에 기초하여 초기 중심좌표와 반지름을 바탕으로 간단화된 K-means알고리즘을 도입함으로써 차 영역의 넓이가 최소가 되도록 하는 방법으로 원을 근사화 한다. 모의실험을 통하여 제안한 방식은 기존의 오픈라이브러리로 제공되는 OpenCV의 허프변환에 비해 원 검출 및 근사화에 있어 약 67% 정도의 성능 개선이 이루어졌고, 또한, 실행 시간에 있어 약 80% 정도 개선됨을 보인다.

• 한국공작기계학회:학술대회논문집
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• 한국공작기계학회 1996년도 춘계학술대회 논문집
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• pp.132-136
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• 1996

A Study is a experiment which is figure out to aptimum discharge cutting condition of the surfaceroughness, electric discharging speed and electro wear ratio with Ton Toff and V(voltage) as an input condition according to the current(Ip) in an electric spark machine ; 1)Electrode is utilized Cu(coper) and Graphite. 2)Work piece is used the material of carbon steel. The condition of experiment is; 1)Current is varied 0.7(A) to 50(A). 2)Pulse time(Ton) is varied 3($\mu$s) to 240($\mu$s) and also Toff is varied 7($\mu$s) to 20($\mu$s). 3)The time of electric discharging to work piece in each time is 30(min) to 60(min) 4)After the upper side of work piece was measured in radius (5${\mu}{\textrm}{m}$) of syulus analyzed the surface roughness to made the table and graph of Rmax by yielding data. 5)Electro wear ratio is; \circled1Coper was measured cx-machining and post machining but the electronic baiance. \circled2The ex-machining of graphite measured by it, the post-machining was found the data from volume specific gravity and analyzed to made its table and graph on ground the data 6)In order to keep the accuracy of voltage affected to the work piece was equipped with the A.V.R(Automatic Voltage Regulator). 7)The memory scope was sticked to the electric spark machine. 8)In order to preserve the precision of current, to get rid of the noise occured by internal resistance of electric spark machine and to force injecting for the discharge fluid, it made the fixed table for a work piece to minimize the work error by means of one's failure during the electric discharging According to above results, the surface roughness by the variation of electrodw and current was analyzed to compare KS(Korea Standards) It was decided the optimum condition of electric discharge cutting through analyzing the effect of electric discharge speed and electro wear ratio.