• 제목/요약/키워드: kernel technique

검색결과 263건 처리시간 0.038초

Restoration of Chest X-ray by Kalman Filter

  • Kim, Jin-Woo
    • Journal of information and communication convergence engineering
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    • 제8권5호
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    • pp.581-585
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    • 2010
  • A grid was sandwiched between two cascaded imaging plates. Using a fan-beam X-ray tube and a single exposure scheme, the two imaging plates, respectively, recorded grid-less and grid type information of the object. Referring to the mathematical model of the Grid-less and grid technique, it was explained that the collected components whereas that of imaging plates with grid was of high together with large scattered components whereas that of imaging plate with grid was of low and suppressed scattered components. Based on this assumption and using a Gaussian convolution kernel representing the effect of scattering, the related data of the imaging plates were simulated by computer. These observed data were then employed in the developed post-processing estimation and restoration (kalman-filter) algorithms and accordingly, the quality of the resultant image was effectively improved.

임베디드 리눅스를 이용한 하드디스크 레코더 및 원격 제어 구현에 관한 연구 (A Study on the Development of Hard Disk Recoder and Remote Control Using Embedded Linux)

  • 박승호;이종수
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2004년도 하계학술대회 논문집 D
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    • pp.2429-2431
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    • 2004
  • In this paper, we have designed a remote controlable HDR System using all embedded linux board. The system is composed of three parts - a HDR System, a PC client program for remote control and a Nameserver for registering and aquisition of the IP address. The system is built in an embedded board using a linux kernel. With the Linux the system can support networking and file system for a hard disk management In addition, the system embeds a web-server and a ftp-server for remote manipulation and file transfer. And the hardwares of the system are controlled by the linux device driver mechanism. MPEG1/2 technique is used to compress TV tuner signal and external analog video/audio signal. And compressed data is stored in a hard disk. The data stored in the system is accesable through lan or internet. And RTP protocol is used to enable the system to service live stream of instant video/audio input.

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Windows CE 기반의 CNC 선반 개발에 관한 연구 (Development Opened CNC Software Based on MS Winsows CE)

  • 임태완;이철수
    • 한국공작기계학회:학술대회논문집
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    • 한국공작기계학회 2003년도 춘계학술대회 논문집
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    • pp.448-453
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    • 2003
  • This paper researched about technique of Opened CNC that were able to adapt themselves to rapid development of software and hardware. It is basic research what develop a scheme whereby technic make property. This paper theorized about to realize Opened CNC Software which is developing CNC Software flow from building Windows CE operating system's image that is possible realtime acting and multitasking. And Opened CNC Software's component designed independent classified modules. Classify Opened CNC Software's component which was consisted of basic OS Kernel, NC Code parser, Servo Motor Control, Software PLC, MMI(Man-Machine Interftce). And show there's functional example

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적응형 센서네트워크를 위한 커널 모듈화 기법 (Kernel Modulation Technique for Adaptive Wireless Sensor Networks)

  • 신효정;차호정
    • 한국정보과학회:학술대회논문집
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    • 한국정보과학회 2006년도 한국컴퓨터종합학술대회 논문집 Vol.33 No.1 (A)
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    • pp.166-168
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    • 2006
  • 센서 네트워크 운영체제는 다양한 실험과 작업을 위해 다양한 기능을 수행해야한다. 이를 위해 센서 운영체제는 필요에 따라 응용프로그램을 설치하여 사용하고 이를 필요에 따라 수정하는 것을 지원한다. 이에 따라 센서 운영체제는 다양한 응용프로그램을 사용할 수 있도록 범용화 되고 고정된다. 또한 운영 체제 와 응용프로그램의 분리에 따라 오버헤드가 발생하게 된다. 따라서 센서 운영체제가 설치된 운영체제에 따라 커널의 구조를 최적화하고 응용프로그램수행에 따른 오버헤드를 최적화하는 작업이 필요하다. 본 논문에서는 커널을 모듈화하고 필요에 따라 선택적으로 커널을 재구성 할 수 있는 프레임워크를 제안한다. 제안하는 시스템은 모듈화 된 커널 자원을 효율적으로 관리하며, 수행하는 응용 프로그램의 요구 기능에 따라 커널의 구성을 바꿀 수 있어 최적화된 커널을 유지할 수 있다.

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NAND 플래시 메모리용 파일 시스템 계층에서 프로그램의 페이지 참조 패턴을 고려한 캐싱 및 선반입 정책 (Caching and Prefetching Policies Using Program Page Reference Patterns on a File System Layer for NAND Flash Memory)

  • 김경산;김성조
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2006년도 하계종합학술대회
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    • pp.777-778
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    • 2006
  • In this thesis, we design and implement a Flash Cache Core Module (FCCM) which operates on the YAFFS NAND flash memory. The FCCM applies memory replacement policy and prefetching policy based on the page reference pattern of applications. Also, implement the Clean-First memory replacement technique considering the characteristics of flash memory. In this method the decision is made according to page hit to apply prefetched waiting area. The FCCM decrease I/O hit frequency up to 37%, Compared with the linux cache and prefetching policy. Also, it operated using less memory for prefetching(maximum 24% and average 16%) compared with the linux kernel.

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커널 수준의 침입탐지를 위한 동적 침입탐지 규칙 변경기법의 설계 (Design of Dynamic Intrusion Detection Rule Modification Technique for Kernel Level Intrusion Detection)

  • 정보흥;김정녀
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2002년도 추계학술발표논문집 (중)
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    • pp.1031-1034
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    • 2002
  • 본 논문에서는 커널수준의 침입탐지를 위한 동적 침입탐지 규칙 변경 기법을 제안한다. 제안하는 기법은 침입탐지 규칙은 규칙타입 프로토콜 타입, 패킷 헤더와 패킷 페이로드에 대한 검사를 수행하기 위한 규칙들로 세분화하여 LVR로 표현하고 이들 LVR이 계층적으로 구성된 IDRL로 관리한다. 침입탐지는 IDRL을 이용하여 수행하며, 규칙에 대한 변경은 변경된 규칙에 대한 LVR을 구성하고 LV를 이용한 포인터 변경을 이용하여 IDRL에 반영하는 방법이다. 제안하는 기법은 IDRL을 이용한 침입탐지와 탐지규칙의 변경을 IDRL에 최소한의 비용으로 수행하고, LVR을 이용하여 침입탐지 규칙을 디스크와 메모리에 동일한 형태로 저장 및 관리하여 탐지규칙 초기화 비용과 변경 비용을 최소화할 수 있다. 이를 통하여 보다 안전한 커널 수준에서의 네트워크 보안을 위한 효율적인 동적 침입탐지 규칙 변경을 지원할 수 있다는 장점을 가진다.

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A Method for Separating Volterra Kernels of Nonlinear Systems by Use of Different Amplitude M-sequences

  • Harada, Hiroshi;Nishiyama, Eiji;Kashiwagi, Hiroshi;Yamaguchi, Teruo
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1998년도 제13차 학술회의논문집
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    • pp.271-274
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    • 1998
  • This paper describes a new method for separation of the Volterra kernels which are identified by use of M-sequence. One of the authors has proposed a method for identification of Volterra kernels of nonlinear systems using M-sequence and correlation technique. When M-sequence are applied to a nonlinear systems, the cross-correlation function between the input and the output of the nonlinear systems includes cross-sections of high-order Volterra kernels. However, if various order Volterra kernels exixt on the obtained cross-correlation function, it is difficult to separate the Volterra kernels. In this paper, the authors show that the magnitude of Volterra kernels is maginified by the amplitude of M-sequence according to the order of Volterra kernels. By use of this property, each order Volterra kernels is obtained by solving linear equations. Simulations are carried out for some nonlinear systems. The results show that Volterra kernels can be separated in each order successfully by the proposed method.

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교차검증을 이용한 SVM 전력수요예측 (SVM Load Forecasting using Cross-Validation)

  • 조남훈
    • 대한전기학회논문지:전력기술부문A
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    • 제55권11호
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    • pp.485-491
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    • 2006
  • In this paper, we study the problem of model selection for Support Vector Machine(SVM) predictor for short-term load forecasting. The model selection amounts to tuning SVM parameters, such as the cost coefficient C and kernel parameters and so on, in order to maximize the prediction performance of SVM. We propose that Cross-Validation method can be used as a model selection algorithm for SVM-based load forecasting technique. Through the various experiments on several data sets, we found that the difference between the prediction error of SVM using Cross-Validation and that of ideal SVM is less than 5%. This shows that SVM parameters for load forecasting can be efficiently tuned by using Cross-Validation.

내장형 리눅스를 이용한 웹 기반 원격 제어 시스템 구현 (Implementation of Web-Based Remote Control System Using Embedded Linux)

  • 이석원;이진우
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2003년도 하계학술대회 논문집 D
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    • pp.2609-2611
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    • 2003
  • In this study, we explain the process and the technique required for implementing web-based remote control system based on embedded processor, SAl110, and embedded Linux. At first. cross-compile environment for target system should be constructed on host computer, and bootloader in charge of Linux booting may be loaded on the target system. Then, kernel image is compiled and loaded on the target system. Embedded Linux porting process is completed when ram disk image is generated. Finally, we load wed-server and device driver on the ram disk and make web-page for remote control using CGI. Through the above process, we implement web-based remote control system and present the result.

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Corporate credit rating prediction using support vector machines

  • 이영찬
    • 한국지능정보시스템학회:학술대회논문집
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    • 한국지능정보시스템학회 2005년도 공동추계학술대회
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    • pp.571-578
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    • 2005
  • Corporate credit rating analysis has drawn a lot of research interests in previous studies, and recent studies have shown that machine learning techniques achieved better performance than traditional statistical ones. This paper applies support vector machines (SVMs) to the corporate credit rating problem in an attempt to suggest a new model with better explanatory power and stability. To serve this purpose, the researcher uses a grid-search technique using 5-fold cross-validation to find out the optimal parameter values of kernel function of SVM. In addition, to evaluate the prediction accuracy of SVM, the researcher compares its performance with those of multiple discriminant analysis (MDA), case-based reasoning (CBR), and three-layer fully connected back-propagation neural networks (BPNs). The experiment results show that SVM outperforms the other methods.

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