• Title/Summary/Keyword: kernel technique

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Development of groundwater level monitoring and forecasting technique for drought analysis (I) - Groundwater drought monitoring using standardized groundwater level index (SGI) (가뭄 분석을 위한 지하수위 모니터링 및 예측기법 개발(I) - 표준지하수지수(SGI)를 이용한 지하수 가뭄 모니터링)

  • Lee, Jeongju;Kang, Shinuk;Jeong, Jihye;Chun, Gunil
    • Journal of Korea Water Resources Association
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    • v.51 no.11
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    • pp.1011-1020
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    • 2018
  • This study aims to develop a drought monitoring scheme based on groundwater which can be exploit for water supply under drought stress. In this context, groundwater level can be used as a proxy for better understanding the temporal evolution of drought state. First, kernel density estimator is presented in the monthly groundwater level over the entire national groundwater stations. The estimated cumulative distribution function is then utilized to map the monthly groundwater level into the standardized groundwater level index (SGI). The SGI for each station was eventually converted into the index for major cities through the Thiessen polygon approach. We provide a drought classification for a given SGI to better characterize the degree of drought condition. Ultimately, we conclude that the proposed monitoring framework enables a more reliable estimation of the drought stress, especially for a limited water supply area.

Low Temperature Storage of Rough Rice Using Cold-Air in Winter (II) - Low Temperature Storage Characteristics of Rough Rice Using a Cooling System in the Top of a Bin - (겨울철 냉기를 이용한 벼의 저온저장 (II) - 빈상부 쿨링시스템을 이용한 냉각 벼의 저온저장 특성 -)

  • Lee, Jae-Seok;Hong, Hyun-Ki;Li, He;Park, Jong-Soo;Ham, Tack-Mo;Han, Chung-Su
    • Journal of Biosystems Engineering
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    • v.32 no.1 s.120
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    • pp.13-19
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    • 2007
  • Storage rough rice in low temperature using the winter cold air avoids rough rice temperature increase which happens from early May, and this is possible by installing a cooling system in the top of a bin, the room between top rice level and bin ceiling. The research objective is to establish low temperature rough rice storage technique, furnishing winter cold air to rough rice, by investigating the cooling system potential of maintaining low rough rice temperature and by analyzing rough rice storage characteristics over a storage period. The rough rice storage characteristics were evaluated from January to August 2003, using a storage and dry bin of 400-ton capacity. Results of this research are as follows: Cooling bin using the cooling system in the top of the bin maintained the rice temperature less than 15$^{\circ}C$ in entire portions in August. Moisture contents and germination rates of rough rice were decreased over the storage period, on the other hand, the rough rice stored in the ambient temperature bin had relatively lower moisture contents and germination rates to compare with the bin using winter cold air. Crack ratio and acid value of brown rice in the ambient temperature bin storage had increased more than the cooling bin storage. The result indicates that the storage bin using winter cold air and the cooling system maintains moisture content and germination of rice, minimizes cracked kernel and acid value, and preserves rice quality as well.

Signal Processing Technology for Rotating Machinery Fault Signal Diagnosis (회전기계 결함신호 진단을 위한 신호처리 기술 개발)

  • Ahn, Byung-Hyun;Kim, Yong-Hwi;Lee, Jong-Myeong;Lee, Jeong-Hoon;Choi, Byeong-Keun
    • Transactions of the Korean Society for Noise and Vibration Engineering
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    • v.24 no.7
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    • pp.555-561
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    • 2014
  • Acoustic Emission technique is widely applied to develop the early fault detection system, and the problem about a signal processing method for AE signal is mainly focused on. In the signal processing method, envelope analysis is a useful method to evaluate the bearing problems and wavelet transform is a powerful method to detect faults occurred on rotating machinery. However, exact method for AE signal is not developed yet for the rotating machinery diagnosis. Therefore, in this paper two methods which are processed by Hilbert transform and DET for feature extraction. In addition, we evaluate the classification performance with varying the parameter from 2 to 15 for feature selection DET, 0.01 to 1.0 for the RBF kernel function of SVR, and the proposed algorithm achieved 94 % classification of averaged accuracy with the parameter of the RBF 0.08, 12 feature selection.

A Study on the Clustering Technique Associated with Statistical Term Relatedness in Information Retrieval (정보검색(情報檢索)에 있어서 용어(用語)의 통계적(統計的) 관련성(關聯性)을 응용(應用)한 클러스터링기법(技法))

  • Jeong, Jun-Min
    • Journal of Information Management
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    • v.18 no.4
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    • pp.98-117
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    • 1985
  • At the present time, the role and importance of information retrieval has greatly increased for two main reasons: the coverage of the searchable collections is now extensive and collection size may exceed several million documents; further more, the search results can now be obtained more or less instantaneously using online procedures and computer terminal devices that provide interaction and communication between system and users. The large collection size make it plausible to the users that relevant information will in fact be retrieved as a result of a search operation, and the probability of obtaining the search output without delay creates a substantial user demand for the retrieval services.

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Analysis of the Interference between Parallel Socket Connections and Prediction of the Bandwidth (병렬 연결 간의 트래픽 간섭 현상 분석 및 대역폭 예측)

  • Kim Young-Shin;Huh Eui-Nam;Kim Il-Jung;Hwang Jun
    • Journal of Internet Computing and Services
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    • v.7 no.1
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    • pp.131-141
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    • 2006
  • Recently, many researchers have been studied several high performance data transmission techniques such as TCP buffer Tuning, XCP and Parallel Sockets. The Parallel Sockets is an application level library for parallel data transfer, while TCP tuning, XCP and DRS are developed on kernel level. However, parallel socket is not analyzed in detail yet and need more enhancements, In this paper, we verify performance of parallel transfer technique through several experiments and analyze character of traffic interference among socket connections. In order to enhance parallel transfer management mechanism, we predict the number of socket connections to obtain SLA of the network resource and at the same time, affected network bandwidth of existing connections is measured mathematically due to the interference of other parallel transmission. Our analytical scheme predicts very well network bandwidth for applications using the parallel socket only with 8% error.

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The Design and Implementation of a Security Management Server for Pre-Distributed Key Exchange Method and Lightweight Key Distribution Protocol for Mobile Ad-hoc Node (이동 Ad-hoc 노드용 사전 키 분배 기법 및 경량 키 분배 프로토콜을 위한 보안관리 서버 시스템 설계 및 구현)

  • Yang, Jong-Won;Seo, Chang-Ho;Lee, Tae-Hoon
    • Journal of Internet Computing and Services
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    • v.8 no.6
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    • pp.1-8
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    • 2007
  • The Mobile Ad-hoc network does environmental information which an individual collects in nodes which are many as the kernel of the USN technology based on the radio communication. And it is the latest network description delivering critical data to the destination location desiring through a multi-hop. Recently, the Ad-hoc network relative technique development and service are activated. But the security function implementation including an authentication and encoding about the transmitted packets, and etc, is wirelessly the insufficient situation on the Ad-hoc network. This paper provides the security service of key exchange, key management. entity authentication, data enciphering, and etc on the Mobile Ad-hoc network. It implements with the Ad-hoc network security management server system design which processes the security protocol specialized in the Ad-hoc network and which it manages.

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An Image Interpolation by Adaptive Parametric Cubic Convolution (3차 회선 보간법에 적응적 매개변수를 적용한 영상 보간)

  • Yoo, Jea-Wook;Park, Dae-Hyun;Kim, Yoon
    • Journal of the Korea Society of Computer and Information
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    • v.13 no.6
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    • pp.163-171
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    • 2008
  • In this paper, we present an adaptive parametric cubic convolution technique in order to enlarge the low resolution image to the high resolution image. The proposed method consists of two steps. During the first interpolation step, we acquire adaptive parameters in introducing a new cost-function to reflect frequency properties. And, the second interpolation step performs cubic convolution by applying the parameters obtained from the first step. The enhanced interpolation kernel using adaptive parameters produces output image better than the conventional one using a fixed parameter. Experimental results show that the proposed method can not only provides the performances of $0.5{\sim}4dB$ improvements in terms of PSNR, but also exhibit better edge preservation ability and original image similarity than conventional methods in the enlarged images.

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Cache Management using a Adaptive Parity Group Configuration in RAID 5 Controller (적응형 패리티 그룹 구성을 이용한 RAID 5 제어기에서의 캐시 운영)

  • Huh, Jung-Ho;Song, Ja-Young;Chang, Tae-Mu
    • The KIPS Transactions:PartA
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    • v.10A no.2
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    • pp.83-92
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    • 2003
  • RAID 5 is a widely-used technique used to construct disk systems of high reliability and performance. This paper proposes APGOC (Adaptive Parity Group On Cache) organization on cache to solve "small write" problem of RAID 5 especially in OLTP (On-Line Transaction Processing System) environments. In our approach, when user process makes a request for a file to kernel, the information on the read/write characteristics is added to the file data structure of the file system. With this information, data and parity cache can be managed interchangeably through parity fetching. Therefore we can enhance the cache utilization and improve the disk request response time. Our method is analyzed and evaluated with a simulation method. Comparing with previous works, we observed about 6~l3% of performance enhancement.hancement.

Performance Comparison of Virtualization Domain in User Level Virtualization (사용자 레벨 가상화에서 가상화 영역 성능 비교)

  • Jeong, Chan-Joo;Kang, Tae-Geun
    • The Journal of the Korea institute of electronic communication sciences
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    • v.8 no.11
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    • pp.1741-1748
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    • 2013
  • In this paper, we proposed new virtualization technology that is more convenient and stable in local computing environment, then found technique elements need to desktop virtualization which is based on clients in various virtualization technologies. After running excution of process explorer utility in user level virtualization and VMWare, we found memory capacity that is used 30.1MB in VMWare and 16.6MB in user level virtualization respectively to compare private bytes each of process. We found no significant difference of CPU utilization which is executed application program in local computing environment and user domain with user level virtualization. In this result, proposed virtualization technology is able to minimize performance degradation of local computing environment.

An improved extraction technique of executable file from physical memory by analyzing file object (파일 오브젝트 분석 기반 개선된 물리 메모리 실행 파일 추출 방법)

  • Kang, Youngbok;Hwang, Hyunuk;Kim, Kibom;Noh, Bongnam
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.24 no.5
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    • pp.861-870
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    • 2014
  • According to the intelligence of the malicious code to extract the executable file in physical memory is emerging as an import researh issue. In previous physical memory studies on executable file extraction which is targeting running files, they are not extracted as same as original file saved in disc. Therefore, we need a method that can extract files as same as original one saved in disc and also can analyze file-information loaded in physical memory. In this paper, we provide a method that executable file extraction by analyzing information of Windows kernel file object. Also we analyze the characteristic of physical memory loaded file data from the experiment and we demonstrate superiority because the suggested method can effectively extract more of original file data than the existing method.