• Title/Summary/Keyword: R-Software

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A Performance Analysis of Virtualization using Docker for Radar Signal Processing

  • Ji, Jong-Hoon;Moon, Hyun-Wook;Sohn, Sung-Hwan;Hong, Sung-Min;Kwon, Se-Woong;Kang, Yeon-Duk
    • International journal of advanced smart convergence
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    • v.9 no.2
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    • pp.114-122
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    • 2020
  • When replacing hardware due to obsolescence, discontinuation, and expansion of software-equipped electronic equipment, software changes are required in the past, but if virtualization technology is applied, it can be applied without software changes. In this regard, we studied in order to apply virtualization technology in the development of naval multi-function radar signal processing, we studied hardware and OS independency for Docker and performance comparison between Docker and virtual machine. As a result, it was confirmed that hardware and OS independence exist when using Docker and that high-speed processing is possible compared to the virtual machine.

Revision of the Railway Human Reliability Analysis Procedure and Development of an R-HRA Software (철도사고 위험도평가를 위한 철도 인간신뢰도분석 방법의 개정과 전산 소프트웨어의 개발)

  • Kim, Jae-Whan;Kim, Seung-Hwan;Jang, Seung-Cheol
    • Journal of the Korean Society for Railway
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    • v.11 no.4
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    • pp.404-409
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    • 2008
  • This paper consists largely of two parts: the first part introduces the revised railway human reliability analysis (R-HRA) method which is to be used under the railway risk assessment framework, and the second part presents the features of a computer software which was developed for aiding the R-HRA process. The revised R-HRA method supplements the original R-HRA method by providing a specific task analysis guideline and a classification of performance shaping factors (PSFs) to support a consistent analysis between analysts. The R-HRA software aids the analysts in gathering information for HRA, qualitative error prediction including identification of external error modes and internal error modes, quantification of human error probability, and reporting the overall analysis results. The revised R-HRA method and software are expected to support the analysts in an effective and efficient way in analysing human error potential in railway event or accident scenarios.

Software Design about Integrated Fault Diagnosis for the Propulsion System of the Tracked Amphibious Assault Vehicle (궤도형 상륙돌격차량용 추진장치의 통합고장진단 S/W 설계)

  • Lee, Changkyu;Choi, Byeongho;Park, Daegon;Koo, Youngho;Shim, Sangchul;Chang, Kyogun
    • Journal of the Korea Institute of Military Science and Technology
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    • v.24 no.4
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    • pp.457-466
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    • 2021
  • This paper describes the design of model-based fault diagnosis software to apply to the propulsion system in tracked amphibious assault vehicle which consists of an engine, a transmission, a cooling system, and two waterjets. This software includes specific functions to detect the failures regarding sensor malfunctions, mechanical malfunctions, control errors, and communication errors. This software generates the proper malfunction codes which are classified as the warning and caution. In order to validate the fault diagnosis software, the manual and automatic test are performed using the test program with 32 test cases. Test results show that the designed fault diagnosis software is reliable and effective for applying to the propulsion system.

A Study on IISS Software Architecture of Combat Management System for improving modifiability

  • Park, Ji-Yoon;Yang, Moon-Seok;Lee, Dong-Hyeong
    • Journal of the Korea Society of Computer and Information
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    • v.25 no.2
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    • pp.133-140
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    • 2020
  • The IISS(Integrated Interface Storage System) software uses communication methods such as DSS(Data Sharing Service), UDP to perform the function of sending all messages from the Combat Management System to the analytical computer. Because IISS software handles all message used in the Combat Management System, the source code is large and has a highly dependent feature on message changes. Modification of software is a task that requires a lot of labor, such as series of software reliability test. so research has been conducted to reduce software development costs, including minimizing software modifications. In this paper, We study the method of messages receiving and architectural structure improvement to minimize reliance on message changes in the Combat Management System and improve the modifiability. Reduced message dependency by changing the way DSS and UDP protocols are communicated to Packet Sniffing. In addition, Factory Method Pattern were applied to improve the software design. Test comparing existing software and development elements have confirmed that the software has improved its modifiability and reuse.

Teaching Statistical Graphics using R (R에 의한 통계그래픽스 : 강의 내용 및 방법의 논의)

  • Park, Dong-Ryeon
    • The Korean Journal of Applied Statistics
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    • v.20 no.3
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    • pp.619-634
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    • 2007
  • It is well known that graphical display is critical to data analysis. A lot of research for data visualization has been done, so many effective graphical tools are now available. With the proper use of these graphical tools, we can penetrate the complex structure of data set easily. To enjoy the benefit of the powerful graphical display, the choice of the statistical software is very crucial. R is a popular open source software tool for statistical analysis and graphics, and can provide the very powerful graphics facilities. Moreover, many researchers believe that R is the best software for statistical graphics. In this paper, we would like to discuss what we teach and how we teach in statistical graphics course using R.

A Study on Application Framework for Developing Military Simulation Software (군용 모의 소프트웨어 개발을 위한 어플리케이션 프레임워크 연구)

  • Jeong, A-Jeong;Wi, Sung-Hyuk;Kim, Se-Hwan
    • Proceedings of the Korea Information Processing Society Conference
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    • 2014.11a
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    • pp.632-633
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    • 2014
  • 군용장비를 시험하고 훈련하는데 사용되는 모의 소프트웨어는 체계마다, 장비마다 새로이 개발된다. 따라서 모의 소프트웨어를 설계, 개발하는 시간이 길어지고 관리 비용도 늘어난다. 이러한 비용을 줄이고자 본 논문에서는 모의 소프트웨어 개발을 위한 어플리케이션 프레임워크를 제안한다. 먼저 모의 소프트웨어가 공통으로 설계될 수 있는 부분을 추출하고, 이를 어플리케이션 프레임워크에서 미리 만들어진 형태로 제공한다. 여기서 추출한 공통 설계 구조는 다른 장비와의 연동을 위해 메시지를 주고 받는 인터페이스를 구현하는 부분이다. 이 인터페이스를 일관성 있게 개발하기 위하여 코드 생성 프로그램의 형태로 어플리케이션 프레임워크를 설계하였다. 설계된 어플리케이션 프레임워크는 일관된 개발 환경을 제공하여 모의 소프트웨어 개발 시, 설계 및 개발 시간을 줄이고 관리비용을 줄일 것으로 기대된다.

American Drama Recommendation System using Collaborative Filtering and K-NN in R System (R 시스템에서 협업 필터링과 K-NN 을 이용한 미국 드라마 추천 시스템)

  • Joo, Wan-Su;Lee, Han-hyung;Ilkhomjon, Ilkhomjon;Park, Doo-Soon
    • Proceedings of the Korea Information Processing Society Conference
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    • 2019.10a
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    • pp.44-47
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    • 2019
  • 스마트 폰과 태블릿 PC를 이용하여 실시간 영상 재생 서비스(OTT: Over The Top)를 이용하는 사람들이 폭발적으로 증가하고 있다. 그에 따라 실시간 영상 재생 서비스를 즐길 수 있는 수많은 콘텐츠들이 증가하고 있다. 이에 따라 사용자는 자신의 취향에 맞는 드라마가 어떤 드라마인지 찾기가 어렵다. 따라서 본 논문에서는 사용자 스타일에 가장 적합한 미국 드라마 추천 시스템을 제안하기 위하여 선호 장르 2개, 연령대, 성별, 미국인 여부를 이용하여 유클리드 방법으로 유사도를 계산하고 협업 필터링 방법을 적용하여 드라마를 추천하는 시스템을 R을 이용하여 구현하였다.

A Study on an R Web Application for Microclimate and Root Zone Data Utilization (온실의 미기후 및 근권 데이터 활용을 위한 R 웹 애플리케이션 연구)

  • Jung, Jimin;Noh, Hye-Min;Yeon, Hyojin;Kim, Taeyoung;Lee, Jihyun
    • Proceedings of the Korea Information Processing Society Conference
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    • 2021.11a
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    • pp.440-442
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    • 2021
  • 농업에 ICT 기술을 접목한 스마트팜은 단순한 생육 환경 모니터링에서 벗어나 작물 생육을 위한 최적의 환경을 발견하고 인공지능에 기반한 자율제어가 가능한 농업으로 나아가고 있다. 자율제어가 가능한 농업의 시작은 최적의 작물 생육 환경을 아는 것이다. 이를 위해서는 관련 데이터를 수집하는 것도 중요하지만, 수집된 데이터들의 품질을 검증하고 데이터를 분석하여 작물 생육 환경을 제어하기 위한 유용한 정보를 도출해야 할 필요가 있다. 본 연구에서는 사용자들이 수집한 데이터를 활용하여 작물 생장에 필요한 정보를 얻을 수 있도록 지원하는 애플리케이션의 프로토타이핑 결과를 기술한다. 이 시스템에서 사용자는 웹브라우저를 통해 수집된 데이터들을 입력하고 원하는 분석을 요청하게 되고, 서버는 사용자의 요청과 관련된 R 스크립트를 실행하고 분석 결과를 사용자에게 전달한다.

WebER: Web Based Statistical Tool Interfacing R for Teaching Purposes (WebER: R을 이용한 웹 기반의 교육용 통계 분석 시스템 구현)

  • Ko, Young-Jun;Park, Yong-Min;Kim, Jin-Seog
    • Communications for Statistical Applications and Methods
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    • v.19 no.2
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    • pp.257-266
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    • 2012
  • R is a free software for statistical analysis that provides simple interfaces to other application programs. Many people are trying to learn R, but it is difficult to learn R compared to commercial software such as SPSS or SAS, and it is cumbersome to provide an environment to teach R. Thus, it is essential to provide a new web-based R environment for novice users or for laboratory use. We developedWebER (a web-based R environment) using PHP on the Linux apache server. WebER can be easily used by any R user because we implemented the same functions as the basic Rgui such as editing R program, generating the text, image outputs, errors and warnings. It is also possible for multi-users to access WebER.

A Study on the Nonlinear Analysis of R/C Frames Structures subjected to Static Loads (철근콘크리트뼈대 구조물의 정적 비선형 해석에 관한 연구)

  • 심종성;조민수
    • Proceedings of the Korea Concrete Institute Conference
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    • 1992.10a
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    • pp.196-201
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    • 1992
  • The purpose of this study is to develop the computer software for the nonlinear analysis of R/C frame structure under static loads. For this purpose, strain-rate dependant material model and physical element model considering both flexural and shear deformation are adopted and they are connected with 'TWO-D'which is commerical software for elastic structural analysis. The analytical results using the developed software are compared to the experiment results and they are generally satisfactory.

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