• 한국방송∙미디어공학회:학술대회논문집
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• 한국방송∙미디어공학회 2017년도 추계학술대회
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• pp.44-45
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• 2017

본 논문에서는 비균등 선형 마이크로폰 어레이를 활용한 convolutional neural network (CNN) 기반의 음원분리 방법을 제안한다. 우선, 주어진 어레이 배치에 따라 채널간의 시간차를 분석하고, 분석된 시간차에 따라 주파수별로 방사각과 넓이에 따라 입력 오디오 신호의 spectral magnitude를 예측한다. 그러고 나서, CNN 분류기로부터 최적의 방사각과 넓이를 선별하고 이를 통해 음원을 분리한다.

• 대한전기학회:학술대회논문집
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• 대한전기학회 1997년도 추계학술대회 논문집 학회본부
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• pp.177-181
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• 1997

Many countries are trying to develope the sustainable energy and environmental protection through a more concrete international cooperation. In this paper, the necessity and technical & economical feasibility on the interconnection of power systems in the South Korea, North Korea and North East Asia Region are emphasized with reference to the interconnection between the integrated power system according to the reunification of Germany and the Western European Power System. The Germany has a similar experience of separation and disconnection of their power system what happened in the Korean peninsula. Particularly the Power Economics And Clean Environment Network that could contribute to the PEACE promotion. Through the PEACE NETWORK PROJECT, the interconnection of power systems in North-Eastern Asia should be discussed in serious.

• 한국정보처리학회:학술대회논문집
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• 한국정보처리학회 2016년도 춘계학술발표대회
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• pp.120-123
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• 2016

최근 국내 기관이나 금융권을 넘어선 사기업에 대한 정통망 법의 망분리에 대한 적용이 이슈화되고 있다. 그러나 현실적인 망분리 적용과 운영에는 비용적인 문제부터 기술적인 문제까지 다양한 어려움이 산재해있다. 이에 본 논문에서는 SDN기반의 'Openflow를 적용한 경로 기반 망분리 구축 방안'을 제안한다. OpenFlow Switch의 Flow Table의 Processing 과정인 Pipeline을 이중화시켜 Packet 통신을 경로기반의 In/External Network로 운영하는 방안이다. 이를 통해 기존 망분리 환경 대비 비용과 자원 운영의 효율성, 보안성 향상의 다각적인 효과를 기대한다.

• 한국시뮬레이션학회논문지
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• 제11권2호
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• pp.45-53
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• 2002

The main idea behind the Intelligent Networks(IN) concept is the separation of switching functionality from the service control, in order to meet various service requirements of subscribers and development of new services in time. In (N+1) type Intelligent Network with FEP-BEP framwork, each SCP-BEP system maintains its own subscibers' database respectively. In this case, DB updating operations at each SCP-BEP should be peformed concurrently such that DB updating method could affect the overall system performance. Moreover, it is not easy to predict the current system capacity to satisfy the future IN subscribers' service needs. In this paper, we discuss how much DB updating method affects the performance trends of (N+1) type Intelligent Network with FEP-BEP system by means of the simulation technique as the number of calls increase. The average turnaround time is used as a system performance measure.

• International Journal of Computer Science & Network Security
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• 제23권3호
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• pp.139-143
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• 2023

In this article we propose using mathematical models of signals in wireless communication systems with autocorrelation reception of modulated ultra-wideband signals. For the transmission of information content, the method of positional-time coding is used, in which each information bit is encoded by hundreds of ultrashort pulses that arrive within a certain sequence. Comparative analysis has shown that the best noise immunity of the systems considered in this paper is the communication system, which uses the time separation of the reference and information signals.

• International Journal of Computer Science & Network Security
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• 제23권3호
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• pp.187-192
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• 2023

With development of information technology and necessity for high security, using different identification methods has become very important. Each biometric feature has its own advantages and disadvantages and choosing each of them depends on our usage. Retinal scanning is a bio scale method for identification. The retina is composed of vessels and optical disk. The vessels distribution pattern is one the remarkable retinal identification methods. In this paper, a new approach is presented for identification via retinal images using LBP and hog methods. In the proposed method, it will be tried to separate the retinal vessels accurately via machine vision techniques which will have good sustainability in rotation and size change. HOG-based or LBP-based methods or their combination can be used for separation and also HSV color space can be used too. Having extracted the features, the similarity criteria can be used for identification. The implementation of proposed method and its comparison with one of the newly-presented methods in this area shows better performance of the proposed method.

• Journal of Information Processing Systems
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• 제19권6호
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• pp.756-766
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• 2023

To effectively track the illegal use of digital images and maintain the security of digital image communication on the Internet, this paper proposes a reversible multipurpose image watermarking algorithm based on a deep residual network (ResNet) and perceptual hashing (also called MWR). The algorithm first combines perceptual image hashing to generate a digital fingerprint that depends on the user's identity information and image characteristics. Then it embeds the removable visible watermark and digital fingerprint in two different regions of the orthogonal separation of the image. The embedding strength of the digital fingerprint is computed using ResNet. Because of the embedding of the removable visible watermark, the conflict between the copyright notice and the user's browsing is balanced. Moreover, image authentication and traitor tracking are realized through digital fingerprint insertion. The experiments show that the scheme has good visual transparency and watermark visibility. The use of chaotic mapping in the visible watermark insertion process enhances the security of the multipurpose watermark scheme, and unauthorized users without correct keys cannot effectively remove the visible watermark.

• 한국진공학회:학술대회논문집
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• 한국진공학회 2014년도 제46회 동계 정기학술대회 초록집
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• pp.484.2-484.2
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• 2014

There are many efforts to improving the power conversion efficiencies (PCEs) of dye-sensitized solar cells (DSCs). Although DSCs have a low production cost, their low PCE and low thermal stability have limited commercial applications. This study describes the preparation of a novel multifunctional polymer gel electrolyte in which a cross-linking polymerization reaction is used to encapsulate $TiO_2$ nanoparticles toward improving the power conversion efficiency and long-term stability of a quasi-solid state DSC. A series of liquid junction dye-sensitized solar cells (DSCs) was fabricated based on polymer membrane encapsulated dye-sensitized $TiO_2$ nanoparticles, prepared using a surface-induced cross-linking polymerization reaction, to investigate the dependence of the solar cell performance on the encapsulating membrane layer thickness. The ion conductivity decreased as the membrane thickness increased; however, the long term-stability of the devices improved with increasing membrane thickness. Nanoparticles encapsulated in a thick membrane (ca. 37 nm), obtained using a 90 min polymerization time, exhibited excellent pore filling among $TiO_2$ particles. This nanoparticle layer was used to fabricate a thin-layered, quasi-solid state DSC. The thick membrane prevented short-circuit paths from forming between the counter and the $TiO_2$ electrode, thereby reducing the minimum necessary electrode separation distance. The quasi-solid state DSC yielded a high power conversion efficiency (7.6/8.1%) and excellent stability during heating at $65^{\circ}C$ over 30 days. These performance characteristics were superior to those obtained from a conventional DSC (7.5/3.5%) prepared using a $TiO_2$ active layer with the same thickness. The reduced electrode separation distance shortened the charge transport pathways, which compensated for the reduced ion conductivity in the polymer gel electrolyte. Excellent pore filling on the $TiO_2$ particles minimized the exposure of the dye to the liquid and reduced dye detachment.

• 한국정보통신학회논문지
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• 제8권2호
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• pp.265-275
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• 2004

본 논문에서는 무선 광대역 통신망을 위한 OFDM-CDMA 광대역시스템을 설계하였다. 다중채널에서 프리앰블 설계기법을 활용함으로서, OFDM 기반의 다중안테나 전송시스템에서 시간영역의 윈도우기법의 활용에 의한 채널추정이 가능하다. 시간영역에서 직교하는 다중 안테나를 위한 각각의 프리앰블을 설계함으로서 ETSI HIPERLAN/2과 IEEE-802.11a표준에 적용가능한 채널 추정기법을 제안한다. 또한, OFDM-CDMA 기반의 광대역망에서 성능개선을 위한 다이버시티 효과를 분석하였으며, 두개의 레일레이 페이딩 채널에서 얻을 수 있는 최대의 다이버시티 이득을 계산하였다. 본 논문의 시뮬레이션 결과로 완전한 속도와 완전한 다이버시티를 가진 시공간-주파수 다이버시티기법을 적용한 OFDM-CDMA시스템에서 D=4, D=8 다이버시티의 최대 사용자수 및 절반의 사용자인 경우의 대한 다중 사용자 용량에 대한 성능을 분석하였다.

• 한국음향학회지
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• 제38권4호
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• pp.427-432
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• 2019

본 논문에서는 청각장애인을 위해 양방향 게이트 순환 신경망을 이용한 사운드 이벤트 검출 기반의 홈 모니터링 시스템을 제안한다. 제안된 시스템에서는 우선적으로 효과적인 사운드 이벤트 검출을 위해 패킷손실 은닉을 이용하여 무선 센서 네트워크로 인해 손실된 신호를 복원하고, 멀티채널 상호 상관관계 계수를 이용하여 신뢰할 수 있는 채널을 선택한다. 선택된 채널의 사운드는 이벤트 검출을 위해 두 개의 오디오 채널을 사용하는 양방향 게이트 순환신경망에 적용된다. 검출된 사운드 이벤트는 텍스트로 변환되며, 이와 함께 하모닉/퍼커시브 음원 분리 방식을 통해 햅틱 신호로 변환되어 청각장애인에게 제공된다. 실험결과는 제안한 사운드 검출기반의 성능이 기존 방식보다 더 우수하다는 것과 음원 분리 방식을 통해 사운드를 세밀한 햅틱 신호로 표현할 수 있음을 보인다.