• Journal of Internet Computing and Services
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• v.21 no.2
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• pp.49-55
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• 2020

Information theoretic learning (ITL) methods based on random symbols (RS) use a set of random symbols generated according to a target distribution and are designed nonparametrically to minimize the cost function of the Euclidian distance between the target distribution and the input distribution. One drawback of the learning method is that it can not utilize the input power statistics by employing a constant stepsize for updating the algorithm. In this paper, it is revealed that firstly, information potential input (IPI) plays a role of input in the cost function-derivative related with information potential output (IPO) and secondly, input itself does in the derivative related with information potential error (IPE). Based on these observations, it is proposed to normalize the step-size with the statistically varying power of the two different inputs, IPI and input itself. The proposed algorithm in an communication environment of impulsive noise and multipath fading shows that the performance of mean squared error (MSE) is lower by 4dB, and convergence speed is 2 times faster than the conventional methods without step-size normalization.

• The Journal of Korea Institute of Information, Electronics, and Communication Technology
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• v.10 no.6
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• pp.506-511
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• 2017

LED lighting, which many companies are pursuing commercialization, is a representative green energy technology. However, the LED lighting for broadcasting image should have high output and easy portability compared with general LED lighting devices for street lamps, advertisement or transportation devices. Therefore, while shooting a broadcast image if you use LEDs as a substitute light source for halogen lamps and fluorescent lamps that are large in size and uncomfortable to handle it is expected that the lightening of the equipment will activate the broadcasting image lighting equipment industry. After considering the mass production of the LED module board and the SMT production size of the chip mounter, the board size was determined considering the overall size of the product by model. In this paper, four 20W LED boards are arranged vertically in order to produce an 80W board. In other words, by sharing LED module board size by model, high power LED lighting equipments of 120W and 200W can be selected as an increase in the number of boards.

• Journal of KIISE
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• v.43 no.7
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• pp.820-826
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• 2016

There is a growing requirement for big data processing which extracts valuable information from a large amount of data. The Hadoop system employs the MapReduce framework to process big data. However, MapReduce has limitations such as inflexible and slow data processing. To overcome these drawbacks, SQL query processing techniques known as SQL-on-Hadoop were developed. Apache Tajo, one of the SQL-on-Hadoop techniques, was developed by a Korean development group. External merge sort is one of the heavily used algorithms in Tajo for query processing. The performance of external merge sort in Tajo is influenced by two parameters, sort buffer size and fanout. In this paper, we analyzed the performance of external merge sort in Tajo with various sort buffer sizes and fanouts. In addition, we figured out that there are two major causes of differences in the performance of external merge sort: CPU cache misses which increase as the sort buffer size grows; and the number of merge passes determined by fanout.

• Journal of KIISE:Computer Systems and Theory
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• v.30 no.9
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• pp.461-476
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• 2003

Due to the implementation ease and alleviation of memory bottleneck effect, NUMA architecture has dominated in the multiprocessor systems for the past several years. However, because the NUMA system distributes memory in each node, frequent remote memory access is a key factor of performance degradation. Therefore, efficient design of RAC(Remote Access Cache) in NUMA system is critical for performance improvement. In this paper, we suggest Multi-Grain RAC which can adaptively control the RAC line size, with respect to each application behavior Then we simulate NUMA system with multi-grain RAC using MINT, event-driven memory hierarchy simulator. and analyze the performance results. At first, with profile-based determination method, we verify the optimal RAC line size for each application and, then, we compare and analyze the performance differences among NUMA systems with normal RAC, with optimal line size RAC, and with multi-grain RAC. The simulation shows that the worst case can be always avoided and results are very close to optimal case with any combination of application and RAC format.

• Journal of the Korean Society of Clothing and Textiles
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• v.31 no.3 s.162
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• pp.364-375
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• 2007

The propose of this study is to develop the optimal sizing system of ready-to-wear far elementary school boys using a newly invented statistical technique. The body measurements was classified by the method that equalizes the distribution of the subjects using the probability density function, to theoretically systemize a method to determine a size range of ready-to-wear for elementary school boys between 7 to 12 yeiws old. The results were as follows: 1. Height group includes 9 types of heights: 115, 120, 125, 130, 135, 140, 145, 150 and 155. 2. In the case of short children's groups, the variance in bust girth and waist girth is narrow. The people cluster together around the average. The size deviation of ready-to-wear is small. 3. In the case of tall children's groups, the variance in bust girth and waist girth is wide. The people spread widely around the average. The size deviation of ready-to-wear is large. 4. The optimal size system is suggested considering the weight of growth exponent of children according to their respective ages. Clothing companies can selectively choose sizes that meet the target of their brands. 5. It suggests the body sizes chart, which based on their means by the middle size children for each height group, so that clothing companies make use of it.

• 한국항공운항학회:학술대회논문집
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• 2015.11a
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• pp.47-49
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• 2015

무인항공기는 일반 유인항공기와는 다르게 크기의 제한이 없다. 또한 작은 사이즈의 무인항공기는 적은 인원의 투입으로도 항공기 각 분야의 검증이 가능하므로 소형화된 무인기는 여러 회사 및 연구원 학교등에서 개발되고 있다. 항공기의 크기가 작아지게 되면 운영요원의 숫자 또한 작아지게 되고 이로 인하여 쉽게 이동이 가능하고 운영이 가능한 이동형 무인항공기 지상통제 시스템의 요구가 생기게 된다. 본 논문에서는 한국항공주우연구원의 소형 무인기를 운영하기 위해 개발한 이동형 무인항공기 지상관제 시스템에 관하여 기술 하였다.

• KIPE Magazine
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• v.9 no.3
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• pp.36-40
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• 2004

모터드라이브, 무정전 전원장치(UPS), 용접기, 유도 가열시스템 등에 쓰이는 컨버터를 효율적으로 개발하는데 있어 신뢰성 높고 강인한 IGBT의 선택은 매우 중요한 역할을 한다. IGBT에는 다음과 같은 사항들이 핵심적으로 요구된다. 최신의 칩 기술의 이용으로 전력 손실(온 상태 손실 및 스위칭 손실)이 최적화되어야 한다. 컨버터 사이즈가 컴팩트해질 수 있도록 모듈 사이즈가 컴팩트해야 한다. 모듈 케이스 높이가 낮아 내부 분포 인덕턴스(stray inductance)가 작아야 한다. DC및 AC터미널들이 사용이 편리하여 인덕턴스가 낮게 DC링크 단을 배치 설계할 수 있어야 한다. 하프 브리지/쵸퍼/6팩 등과 같이 다양한 토폴로지(topology)의 모듈들이 갖추어져 있어야 한다. 모듈 상부에 간단하면서도 유연성 있는 드라이버 인터페이스가 갖추어져 있어야 한다. 기본적인 보호 기능을 위해 온도 센서가 내장되어 있어야 한다. 큰 출력 용량의 컨버터 설계를 위해 모듈의 병렬연결이 쉬워야 한다. (중략)

• The Journal of Korean Institute of Communications and Information Sciences
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• v.29 no.9A
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• pp.1039-1047
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• 2004

In this paper, we propose a new channel estimation technique for long code DS-CDMA DMB down link system which estimate the channel response based on the signal space vector only, unlike the most conventional sub-space method relying on the orthogonal property of noise space vectors to the signal space vector. Because of this property of the proposed method, very optimum covariance matrix in its dimension can be used in subspace analysis channel estimation technique otherwise it is likely too large to be implemented practically.

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• v.9 no.2
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• pp.307-310
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• 2005

본 논문은 CMOS 센서의 ISP 전처리 과정 후 최종 화면에 출력하기 위한 효과적인 이미지 스케일 블록을 저전력, 저비용에 맞은 독립된 하드웨어 장치로 설계 하고자 한다. 카메라 센서 이미지 결과를 디스플레이 장치(OSD(On Screen Display)에 맞는 화면의 크기는 CIF(352${\times}$288), QCIF(176${\times}$144) 출력 모드를 사용한다. 최근 DMB 휴대용 멀티미디어 데이터 전송 사이즈 포맷에서도 위와 같은 사이즈를 지원하고 있다. 일반적인 스케일 처리에서는 PC 그래픽 카드(Graphic Card)장치의 지원을 받아서 처리하는 경우가 많다. 또는 CPU의 연산을 통한 CPU 자원을 점유하여 이미지 스케일을 처리하였다. 휴대용 CMOS 센서용에 적합한 독립적으로 처리할 수 있는 이미지 스케일 기능을 하드웨어로 설계하여 효과적인 시스템 운용과 고속 이미지 스케일 처리가 가능한 하드웨어를 설계하는게 목적이다. 이를 구현 하기위해 기존 알고리즘과 제안한 알고리즘을 비교하여 최적화된 알고리즘 적용하여 VHDL설계언어를 이용한 하드웨어 설계 후, ModelSim 6.0a를 이용하여 데이터를 검증한다.

• Proceedings of the KIPE Conference
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• 2018.11a
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• pp.24-26
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• 2018

본 논문은 일사량 변화 시, 최대 출력점을 추종하는 태양광 발전시스템의 동적 응답특성을 향상시키기 위해 가변 스텝 사이즈 기반의 P&O (perturb & observe) 알고리즘을 제안하였다. 제안된 기법은 일사량과 PV (photovoltaic) 전류 관계로부터 일사량 변화에 따른 최대 전력점 전류 $I_{MPP}$변화 특성을 이용하며, 새로운 I-V 곡선에서 PV 동작점을 최대 출력점으로 빠르게 이동시키는 고속모드와 정상상태 부근에서 정상상태 효율 향상을 위한 가변 스텝 모드로 구성된다. 시뮬레이션 및 실험을 통해 $500W/m^2$와 $1000W/m^2$ 일사량 증감 조건에서 제안된 MPPT(maximum power point tracking) 기법의 추종 성능을 검증하였으며, MPPT 주기가 2초이고 일사량 $500W/m^2$과 $1000W/m^2$ 증감을 할 때 추종시간은 약 30초 정도이며, 정상상태 PV 전압변동은 약 0.1V로써 일사량 변화 조건에서 제안된 MPPT 기법의 알고리즘 성능을 검증하였다.