• 제목/요약/키워드: High-speed Data Processing

검색결과 765건 처리시간 0.029초

Performance Study of Satellite Image Processing on Graphics Processors Unit Using CUDA

  • Jeong, In-Kyu;Hong, Min-Gee;Hahn, Kwang-Soo;Choi, Joonsoo;Kim, Choen
    • 대한원격탐사학회지
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    • 제28권6호
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    • pp.683-691
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    • 2012
  • High resolution satellite images are now widely used for a variety of mapping applications including photogrammetry, GIS data acquisition and visualization. As the spectral and spatial data size of satellite images increases, a greater processing power is needed to process the images. The solution of these problems is parallel systems. Parallel processing techniques have been developed for improving the performance of image processing along with the development of the computational power. However, conventional CPU-based parallel computing is often not good enough for the demand for computational speed to process the images. The GPU is a good candidate to achieve this goal. Recently GPUs are used in the field of highly complex processing including many loop operations such as mathematical transforms, ray tracing. In this study we proposed a technique for parallel processing of high resolution satellite images using GPU. We implemented a spectral radiometric processing algorithm on Landsat-7 ETM+ imagery using CUDA, a parallel computing architecture developed by NVIDIA for GPU. Also performance of the algorithm on GPU and CPU is compared.

New Database Table Design Program of Real Time Network for High Speed Train

  • Cho, Chang-Hee;Park, Min-Kook;Kwon, Soon-Man;Kim, Yong-Ju;Kim, Sung-Shin
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2003년도 ICCAS
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    • pp.2164-2168
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    • 2003
  • Real time control system such as in factory automation fields, defense field, aerospace, railway industries, financial trading and so forth, includes multiple computers on multiple nodes, and share data to process various actions and functions. This is similar to multitasking in a multiprocessor computer system. The task processing efficiency of such system is proportionally increased by process speed of each process computer. And also it is greatly influenced by communication latencies of each node. To provide proper operation of such real time system, a network that can guarantee deterministic exchange of certain amount of data within a limited time is required. Such network is called as a real time network. As for modern distributed control system, the timeliness of data exchange gives important factor for the dynamics of entire control system. In a real time network system, exchanged data are determined by off-line design process to provide the timeliness of data. In other word, designer of network makes up a network data table that describes the specification of data exchanged between control equipments. And by this off-line design result, the network data are exchanged by predetermined schedule. First, this paper explains international standard real time network TCN (Train Communication Network) applied to the KHST (Korean High Speed Train) project. And then it explains the computer program developed for design tool of network data table of TCN.

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초고속 레이저 프린터 시스템의 개발 (Development of Laser Printing System for High Speed)

  • 길상근;은재정;백남식;전석희;김남;박한규
    • 대한전자공학회논문지
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    • 제24권2호
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    • pp.331-337
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    • 1987
  • This is paper, we represent the laser printing system as the new technique in computer output printing. Laser printer, which can process a lot of information for high speed and high resolution, has been designed and realized in our design performance. Optical signal processing and data processing technique are described. Also the requirements for the optical components and their implementations are discussed. The arbitrary patterns, Korean and Chinese characters are given as printed outputs actually.

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A PROJECT ON GLOBAL ENVIRONMENTAL SATELLITE DATABASE BASED ON NETWORKS

  • Takagi, Mikio
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 1999년도 Proceedings of International Symposium on Remote Sensing
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    • pp.296-298
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    • 1999
  • Five institutions, which are very active in data utilization of environmental satellites NOAA and GMS, are connected via high speed networks to construct the databases based on the observations of A AVHRR (Advanced very High Resolution Radiometer) of NOAA satellite and VISSR (Visible and Infrared Scanning Radiometer) of GMS (Geostationary Meteorological Satellite) and to create scientific data sets for land, ocean and ,atmosphere. And vegetation index, sea surface temperature, cloud distribution maps and so on are generated by high speed and huge volume data Processing for studies on long term variations of land, ocean and atmosphere in Asia. In this paper the concept of this project and the activities at the Science University of Tokyo are briefly introduced

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Regression Algorithms Evaluation for Analysis of Crosstalk in High-Speed Digital System

  • Minhyuk Kim
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제18권6호
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    • pp.1449-1461
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    • 2024
  • As technology advances, processor speeds are increasing at a rapid pace and digital systems require a significant amount of data bandwidth. As a result, careful consideration of signal integrity is required to ensure reliable and high-speed data processing. Crosstalk has become a vital area of research in signal integrity for electronic packages, mainly because of the high level of integration. Analytic formulas were analyzed in this study to identify the features that can predict crosstalk in multi-conductor transmission lines. Through the analysis, five variables were found and obtained a dataset consisting of 302,500, data points. The study evaluated the performance of various regression models for optimization via automatic machine learning by comparing the machine learning predictions with the analytic solution. Extra tree regression consistently outperformed other algorithms, with coefficients of determination exceeding 0.9 and root mean square logarithmic errors below 0.35. The study also notes that different algorithms produced varied predictions for the two metrics.

영상신호 처리를 위한 이산 웨이브렛 변환용 부호화기 설계 (A design of Discrete Wavelet Transform Encoder for Image Signal Processing)

  • 김윤홍;김정화양원일이강현
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 1998년도 추계종합학술대회 논문집
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    • pp.1101-1104
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    • 1998
  • The modern multimedia applications which are video processor, video conference or video phone and so forth require real time processing. Because of a large amount of image data, those require high compression performance. In this paper, the prosposed image processing encoder was designed by using wavelet transform encoding. The proposed filter block can process imae data on the high speed because of composing individual function blocks by parallel and compute both highpass and lowpass coefficient in the same clock cycle. When image data is decomposed into multiresolution, the proposed scheme needs external memory and controller to save intermediate results and it can operate within 33MHz.

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PXI 버스를 이용한 강인한 범용계측시스템 개발 (Development of Robust Embedded Measurement System by Using PXI Bus)

  • 유제택
    • 제어로봇시스템학회논문지
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    • 제10권2호
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    • pp.171-177
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    • 2004
  • Many instrumentations have been used to acquire the performance data of military systems fer many years. But they could not satisfy environmental specifications(vibration, shock, temperature) and processing speed to apply for the performance test of military systems because of having developed as common vehicles/fixed installation equipments. Thus a new rugged embedded measurement system is required to process large data in high processing speed(Maximum sample rate:1.25Mhz/ch) with rugged environmental specifications. We have developed embedded measurement systems by using PXI(PCI extension for Instrumentation)bus interface composed of a stand alone controller and versatile data acquisition boards(analog, digital, vision, temperature and small signal conditioner) on PC-based environment to solve these problems. Operation programs have been developed using Lab_View and the performances have been validated experimentally.

고속기록기의 제어운용 소프트웨어 분석 및 개발에 관한 연구 (A Study on Development and Analysis of Control Operation Software of High-Speed Recorder)

  • 황철준;오세진
    • 융합신호처리학회논문지
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    • 제10권4호
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    • pp.280-288
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    • 2009
  • 본 논문에서는 한국우주전파관측망(Korean VLBI Network; KVN)을 통하여 천체의 미약한 우주전파를 고속으로 기록하는 Mark5B 고속기록기 시스템의 제어운용 소프트웨어를 분석하고 VSI(VLBI Standard Interface) 형식의 시각정보를 기록할 수 있는 소프트웨어를 개발하였다. 고속기록기 시스템의 제어운용 소프트웨어는 대용량 하드디스크를 제어할 수 있는 RAID 보드를 구동하는 소프트웨어와 네트워크를 통한 제어운용을 할 수 있다. 핵심 제어 소프트웨어가 시스템에서 구동하고 있으면 네트워크로 입력된 명령을 해석하고 실행 후 결과를 다시 네트워크를 통해 출력하도록 구성되어 있다. 이러한 소프트웨어 분석을 통하여 기록된 관측데이터를 상관처리하기 위해 필요한 시각정보를 함께 기록할 수 있는 소프트웨어를 본 논문에서 개발하였다. 개발된 소프트웨어는 데이터를 기록할 때 입력되는 1PPS 신호의 인터럽트를 확인한 후 데이터 기록과 함께 기록시각정보도 함께 데이터 기록시간동안 기록한다. 개발한 소프트웨어의 정상동작을 확인하기 위해 실제 관측을 수행하였으며, 기록한 데이터의 분석을 통하여 그 유효성을 확인하였다.

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Onco. Flash Processing 적용에 따른 핵의학 영상의 유용성 평가 (Usefulness in Evaluation of NM Image which It Follows in Onco. Flash Processing Application)

  • 김정수;김병진;김진의;우재룡;김현주;신희원
    • 핵의학기술
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    • 제12권1호
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    • pp.13-18
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    • 2008
  • 목적: 다양한 algorism에 의한 영상처리기법은 핵의학 영상을 결정짓는 중요한 부분을 차지하고 있다. 이에 새로운 영상처리기법인 SIEMENS (made by pixon)사의 Onco. flash processing reconstruction을 적용하여 기존의 영상처리기법을 이용한 영상과 비교 분석함으로써 그 임상적 유용성을 평가한다. 대상 및 방법: 1) Scan speed의 차이에 의한 whole body bone scan을 시행하고, raw data와 processing data의 imaeg quality를 비교 분석하여 상대 평가한다. 2) Bone static scan을 acquisition count를 달리하여 시행하고, raw data와 processing data의 image quality를 비교 분석하여 상대 평가한다. 3) 4 quadrant - bar phantom을 이용하여 raw data와 processing data와의 육안적 평가를 통한 image quality를 확인한다. 4) LSF을 통한 raw data와 processing data의 FWHM을 구하여 해상력 평가를 확인한다. 결과: 1) Whole body bone scan을 시행하여 본원 핵의학 판독의의 blinding test한 결과 scan speed 20 cm/min의 raw data와 30 cm/min의 processing data에는 임상 판독에 영향을 미칠 수준의 image quality 저하가 없었으나, 40 cm/min processing data는 영상 판독과 진단에 오류의 가능성을 배제 할 수 없는 image quality의 향상을 볼 수 없었다. 2) Bone static scan의 경우 200 kcts processing data는 200 kcts raw data보다 확실한 image quality의 향상을 가져왔으며 400 kcts raw data와 비교한 본원 핵의학 판독의 blinding test 결과 판독과 진단에 무리가 없을 수준의 유사한 image quality를 보였다. 3) 4 quadrant - bar phantom을 이용하여 raw data와 processing data와의 육안적 평가는 processing을 통한 image quality의 향상을 확인할 수 있었다. 4) LSF을 통한 raw data와 processing data의 FWHM 평가 결과, resolution의 뚜렷한 증가나 감소의 확인은 할 수 없었다. 이는 noise level의 감소와 high S/N ratio 때문이라 판단된다. 결론: 기존의 영상과 비교 분석하여 평가한 결과 Onco. flash processing reconstruction을 적용한 경우 일정 수준까지 뚜렷한 image quality의 향상을 보였으며, 이는 장비 가동률의 상승과 환자 대기일수의 단축 그리고 저선량 검사에 따른 방사선 피폭에 대한 적극적 방어의 관점에서 현재 임상 핵의학에 충분한 유용성과 타당성이 있을 것으로 사료된다.

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고속 모듈러 승산의 비교와 확장 가능한 시스톨릭 어레이의 설계 (Comparison of High Speed Modular Multiplication and Design of Expansible Systolic Array)

  • 추봉조;최성욱
    • 한국정보처리학회논문지
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    • 제6권5호
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    • pp.1219-1224
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    • 1999
  • This paper derived Montgomery's parallel algorithms for modular multiplication based on Walter's and Iwamura's method, and compared data dependence graph of each parallel algorithm. Comparing the result, Walter's parallel algorithm has small computational index in data dependence graph, so it is selected and used to computed spatial and temporal pipelining diagrams with each projection direction for designing expansible bit-level systolic array. We also evaluated internal operation of proposed expansible systolic array C++ language.

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