• Journal of the Institute of Electronics Engineers of Korea CI
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• v.38 no.6
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• pp.93-105
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• 2001

In the lossless step of Lattice Vector Quantization(LVQ), the lattice codewords produced at quantization step are enumerated into radius sequence and index sequence. The radius sequence is run-length coded and then entropy coded, and the index sequence is represented by fixed length binary bits. As bit rate increases, the index bit linearly increases and deteriorates the coding performances. To reduce the index bits across the wide range of bit rates, we developed a novel lattice enumeration algorithm adopting the set partitioning method. The proposed enumeration method shifts down large index values to smaller ones and so reduces the index bits. When the proposed lossless coding scheme is applied to a wavelet based image coding, the proposed scheme achieves more than 10% at bit rates higher than 0.3 bits/pixel over the conventional lossless coding method, and yields more improvement as bit rate becomes higher.

• Journal of the Korean Institute of Intelligent Systems
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• v.9 no.5
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• pp.490-495
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• 1999

In this paper. a learning method VoD-EBP for neural networks is proposed, which learn patterns by error back propagation. Based on Voronoi diagram, the method initializes the weights of the neural networks systematically, wh~ch results in faster learning speed and alleviated local optimum problem. The method also shows better the reliability of the design of neural network because proper number of hidden nodes are determined from the analysis of Voronoi diagram. For testing the performance, this paper shows the results of solving the XOR problem and the parity problem. The results were showed faster learning speed than ordinary error back propagation algorithm. In solving the problem, local optimum problems have not been observed.

• The Journal of Korean Institute of Communications and Information Sciences
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• v.22 no.5
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• pp.1026-1035
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• 1997

In this paper, we studied for phoneme recognition using GPFN and PNN as a kind of RBFN. The structure of RBFN is similar to a feedforward networks but different from choosing of activation function, reference vector and learnign algorithm in a hidden layer. Expecially sigmoid function in PNN is replaced by one category included exponential function. And total calculation performance is high, because PNN performs pattern classification with out learning. In phonemerecognition experiment with 5 vowel and 12 consant, recognition rates of GPFN and PNN as a kind of RBFN reflected statistic characteristic of speech are higher than ones of MLP in case of using test data and quantizied data by VQ and LVQ.

• Journal of the Institute of Convergence Signal Processing
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• v.1 no.2
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• pp.131-137
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• 2000

In this paper, as a compatible software radio transmission system, Digital-Radio conversion system which can directly change the digital signal generated by the logic circuit into radio signal is proposed. By the vector synthesis method, the digital signals can change directly into radio signal. If such a circuit is realized, RF circuit and an antenna can be composed by the simple one device, and the radio is directly controlled and performed by the software processing which is the essence of software radio. This Digital-Radio conversion system of this paper give many number of communication channels being offered by PN code and offer a hardware design flexibility by digitization, therefore it decrease the percentage ratio of hardware of system and give a more flexible function of software basis. In this paper, the principle of digital to radio signal generation algorithm is explained and the performance characteristics of proposed algorithm is shown in time base by the computer simulation method.

• Journal of Power System Engineering
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• v.10 no.4
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• pp.139-146
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• 2006

In this paper vector code correlation(VCC) method and an algorithm to promote the image processing performance in building an effective measurement system using cameras are described for automatically berthing and controlling the ship equipped with side thrusters. In order to realize automatic ship berthing, it is indispensable that the berthing assistant system on the ship should continuously trace a target in the berth to measure the distance to the target and the ship attitude, such that we can make the ship move to the specified location. The considered system is made up of 4 apparatuses compounded from a CCD camera, a camera direction controller, a popular PC with a built in image processing board and a signal conversion unit connected to parallel port of the PC. The object of this paper is to reduce the image processing time so that the berthing system is able to ensure the safety schedule against risks during approaching to the berth. It could be achieved by composing the vector code image to utilize the gradient of an approximated plane found with the brightness of pixels forming a certain region in an image and verifying the effectiveness on a commonly used PC. From experimental results, it is clear that the proposed method can be applied to the measurement system for automatic ship berthing and has the image processing time of fourfold as compared with the typical template matching method.

• Journal of the Korea Institute of Information Security & Cryptology
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• v.11 no.2
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• pp.37-44
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• 2001

In this paper, an efficient architecture for the ECC multiplier in GF(2") is proposed. We give a design example for the irreducible trinomials $x_{193}\;+\;x_{15}\;+\;1$. In hardware implementations, it is often desirable to use the irreducible trinomial equations. A digit-serial multiplier with a digit size of 32 is proposed, which has more advantages than the 193bit serial LFSR architecture. The proposed multiplier is verified with a VHDL description using an elliptic curve addition. The elliptic curve used in this implementation is defined by Weierstrass equations. The measured results show that the proposed multiplier it 0.3 times smaller than the bit-serial LFSR multiplier.lier.

• Annual Conference of KIPS
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• 2022.05a
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• pp.169-172
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• 2022

2015년부터 NIST에서는 경량 암호 공모전을 개최하여 저사양 기기에서 활용할 경량 암호 알고리즘을 개발해오고 있다. 본 논문에서는 경량 암호 공모전에서 발표된 Romulus 암호에 활용되는 Tweakey 프레임워크로 설계된 Tweakable 블록암호 Skinny의 최적화 구현을 최신 프로세서 중 하나인 Apple M1 프로세서 상에서 진행하였다. M1 프로세서는 ARMv8 아키텍처로 설계되었으며, ARMv8 벡터 명령어 중 TBL 명령어를 활용한 라운드 함수의 효율적인 구현으로 최적화를 진행하였다. Skinny 블록암호의 블록 길이 128-bit 구현을 진행하였으며, 해당 프로세서에서 구현된 skinny 구현 연구가 없기 때문에 Referenc C코드와 비교를 진행하였다. 성능 측정 결과 128-bit 키 길이에서는 약 19배의 성능 향상을 확인하였으며, 키 길이 384-bit에서는 약 32배의 높은 성능 향상을 확인할 수 있다.

• The Journal of the Institute of Internet, Broadcasting and Communication
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• v.23 no.3
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• pp.91-97
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• 2023

Recent research shows that latent directions can be used to image process towards certain attributes. However, controlling the generation process of generative model is very difficult. Though the latent directions are used to image process for certain attributes, many restrictions are required to enhance the attributes received the latent vectors according to certain text and prompts and other attributes largely unaffected. This study presents a generative model having certain restriction to the latent vectors for image generation and manipulation. The suggested method requires only few minutes per manipulation, and the simulation results through Tensorflow Variational Auto-encoder show the effectiveness of the suggested approach with extensive results.

• Proceedings of the Korea Water Resources Association Conference
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• 2020.06a
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• pp.271-271
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• 2020

GIS-Based Disaster Prevention Engineering Tools(이하 GDP Tools)는 수자원·방재 관련 설계 편의를 위해 개발된 도구로 직관적인 사용자 편의 인터페이스(GUI)를 바탕으로 한 독립실행형 응용프로그램이다. GDP Tools의 기능은 다음과 같이 세 가지로 구분할 수 있다. 1) GIS 관련 기능: 지오코드, 지도 관리, 래스터/벡터 파일 관리 등 2) 재해 발생가능성 분석 기능: 하천·내수·사면·토사·바람·가뭄·대설재해 등 자연재해저감종합계획에서 다루는 재해유형별 전지역단위 분석, 지형분석 3) 기타 기능: 현장조사표 작성, 저감대책의 개략사업비 산정, 각종 파일 관리, 기초통계 및 수문분석 등 GDP Tools는 실무에서 자주 사용되는 GIS 기능은 물론 각종 재해유형별 자연재해 발생가능성 분석, 지형분석 등 각종 편의 기능을 제공하고 있어서 수자원·방재 과업을 일괄적으로 진행할 수 있다. 여러 수치모형을 종합적으로 사용하는 기존 방법과 달리 별도로 자료 전·후처리 과정이 필요 없으며, 과업에 필요한 기본 자료가 전국 단위로 구축·준비되어 있어 사용자가 따로 준비해야할 사항을 최소화한다는 장점이 있다. 본 논문에서는 GDP Tools의 개발 내용과 세부 기능, 적용사례를 소개하고자 한다.

• Korean Journal of Microbiology
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• v.40 no.2
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• pp.81-86
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• 2004

Among the annotated ORFs of Streptomyces coelicolor, SCO7697 was supposed to encode for phytase (myo-inositol hexakisphosphate phosphohydrolase). The DNA fragment containing SCO7697 was cloned by the PCR from the chromosomal DNA of S.coelicolor A3(2)M. The cloned fragment was introduced into E. coli expres-sion vector, pET28a(+), to yield two recombinant plasmids, pET28-SP and pET28-LP, which were designed to encode different length of proteins. When the pET28-SP and pET28-LP were introduced into E. coli BL21, the transformants successfully overexpressed recombinant proteins, but the molecular weights of the expressed pro-teins were appeared bigger than those of expected in SDS-polyacrylamide gel electrophoresis. The shift of cul-tural temperature from 37 to $30^{\circ}C$ made most of expressed protein be solubilized. The expressed protein, however, did not show any phytase activity. When the DNA fragment with its own promoter placed on the E. coli-Streptomyces vector, pWHM3, and introduced into S. lividans, the phytase activity was not detected either. These results suggest that even though the SCO7697 was annotated as a probable phytase with high probability (E value is $6e^{-89}$), the real product doest not have phytase activity.