• Title/Summary/Keyword: Multi-variable system

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Prediction of Nonlinear Sequences by Self-Organized CMAC Neural Network (자율조직 CMAC 신경망에 의한 비선형 시계열 예측)

  • 이태호
    • Journal of the Institute of Convergence Signal Processing
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    • v.3 no.4
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    • pp.62-66
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    • 2002
  • An attempt of using SOCMAC neural network for the prediction of a nonlinear sequence, which is generated by Mackey-Glass equation, is reported. The ,report shows the SOCMAC can handle a system with multi-dimensional continuous inputs, which has been considered very difficult, if not impossible, task to be implemented by a CMAC neural network because of a huge amount of memory required. Also, an improved training method based on the variable receptive fields is proposed. The Performance ranged somewhere around those of TDNN and BP neural networks.

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A Study on Development of Site to Maximize Network Advertisement Effect (네트워크 광고 효과 극대화를 위한 사이트 개발에 관한 연구)

  • 이공섭
    • Journal of the Korea Safety Management & Science
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    • v.2 no.2
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    • pp.177-185
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    • 2000
  • In recent dates, Internet advertising effects are expanded by the steep increment of the Internet users and the extension of the advertising market will be accelerated through Internet. This paper indicates the importance of Internet advertising and suggests the solution of a network advertising service. The system is divided into an Advertise Server, an Advertiser and a Web Publisher. This study proposes both the collection and the analysis of traffic data in real time. Also, the banner advertising frames are smoothed for the impression using the solution for the banner exchange engine and are developed using various impression methods, that is, Fixed/variable Banner, Scheduling Banner, Multi-Impression Banner, and Frame Remote Control to increase the advertising effect. And then to increase the advertising effect web publisher, which is specialized in lottery site, is constructed using the network advertising service and various advertising technology.

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File Synchronization System Using Multi-Level Metadata Management (다단계 메타데이터 관리를 사용한 파일 동기화 시스템)

  • Kong, Jin-San;Park, Jae-Min;Ko, Young-Woong
    • Proceedings of the Korea Information Processing Society Conference
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    • 2013.05a
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    • pp.79-82
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    • 2013
  • 현재 널리 사용되는 클라우드 스토리지 서비스들의 파일 동기화 기능에 있어 적게 변경된 파일 또는 이름만 변경된 파일에 있어 동기화 시 전체를 전송하는 문제가 있다. 또한 사용자들 간 동일한 파일이 존재함에도 불구하고 전체를 전송하는 문제가 있다. 이러한 문제를 해결하기 위해 본 연구에서는 이중 레벨 메타데이터를 사용한 중복 제거 동기화 시스템을 구현하였다. 주요 아이디어는 VLC(Variable-length Chunking)를 사용하여 중복되지 않은 데이터만 전송하며 서버는 글로벌 메타데이터를 유지하여 사용자 간 중복된 데이터를 검출하는 것이다. 실험 결과로 부분 추가/삭제된 파일 전송 시 제안한 시스템이 네트워크 대역폭과 시간을 감소시키는 것을 보였다.

Patent Trends on Reconfigurable Intelligent Surface (지능형 재구성 안테나 특허 동향)

  • Kwon, D.S.
    • Electronics and Telecommunications Trends
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    • v.36 no.3
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    • pp.119-132
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    • 2021
  • To accommodate various mobile communication frequency bands, the study of metamaterial antennas have begun since the mid-2000s to solve the Trilemma problem between antenna gain-occupied bandwidth-size. As an adaptive reconfiguration function is required in a multi-array antenna system since 4G, the metamaterial array antenna using low-power variable elements has been used to change the basic structure of the antenna. Recently, reconfigurable intelligent surface (RIS), which is made of metasurface with reconfigurability, has been studied to effectively cope with the randomly varying radio channels and be used for various purposes such as reflection/transmission/modulation. As a result of RIS-related patent information analysis in this study, it was confirmed that most of the patents are metamaterial antennas and metamaterial array antennas, but the metasurface antenna technology was in the early stages. Particularly, as the intelligent metasurface antenna is in a more initial stage, the investment to R&D of RIS is urgent to secure patent competitiveness in B5G and 6G.

Longitudinal reaction on conductors due to tornado wind load

  • Dingyu Yao;Ashraf El Damatty
    • Wind and Structures
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    • v.38 no.4
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    • pp.325-339
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    • 2024
  • The longitudinal force resulting from tornado loads on transmission line is considered a crucial factor contributing to the failure of transmission line structures during tornado events. Accurate estimation of this longitudinal force poses a challenge for structural designers. Therefore, the objective of this paper is to provide a set of charts that can be easily used to estimate the peak longitudinal forces transferred from the conductors to a tower. The critical wind field and corresponding configuration considered in this paper are previously studied and determined. The charts should account for all the conductor parameters that can affect the value of the longitudinal force. In order to achieve that, a parametric study is first conducted to assess the variation of the longitudinal forces with different conductor parameters, based on the critical tornado configuration. Results of this parametric study are used to develop the charts that can be used to calculate longitudinal forces by adopting a multi-variable line regression. The forces calculated from charts are validated by finite element analysis. An example for the usage of the charts is provided at the end of this paper.

Implementation of MultiBand-Digital Passive InterModulation Distortion Measurement System (다중대역-디지탈 수동혼변조왜곡 측정시스템 개발)

  • Park, Ki-Won;Shin, Dong-Whan;Rhee, Young-Chul
    • The Journal of the Korea institute of electronic communication sciences
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    • v.11 no.12
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    • pp.1193-1200
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    • 2016
  • In this paper, we developed a system for measuring a passive intermodulation distortion signal of the mobile communication RF module having a wide band characteristic. The Broadband was designed to represent the characteristics of the receiver to meet the low noise characteristics and wideband characteristics in the RF receiver were to represent a wide dynamic range(high dynamic range)from the RF receiving end. PIMD designed passive intermodulation distortion signal measured by applying the FPGA / DSP in the system was measured to record the program on the PC. Variable up to 650MHz-2700MHz showed up to-138dBc measured PIMD3.

Design of Water Resource Planning System Utilizing Special Features in Mathematical Programming Data Structure (수리계획 모형 자료구조를 활용한 수자원 운영 계획 시스템의 설계)

  • Kim, Jae-Hee;Park, Youngjoon;Kim, Sheung-Kown
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2000.04a
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    • pp.160-163
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    • 2000
  • Due to the complexities of the real-world system, a water resource management program has to deal with various types of data. It appears that management personnel who has to use the program usually suffers from the technical burdens of handling large amount of data and understanding the optimization theory when they try to interpret the results. By combining the capabilities of database technology and modeling technique with optimization procedure we can develop a reliable decision supporting tool for multi-reservoir operation planning, which yields operating schedule for each dam in a river basin. We introduce two special data handling methodology for the real world application. First, by treating dams, hydro-electric power generating facilities and demand sites as separate database tables, the proposed data handling scheme can be applied to general water resource system in Korea. Second, by assigning variable names using predetermined key words, we can save searching time for identifying the moaning of the variables, so that we can quickly save the results of the optimization run to the database.

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The Probabilistic Production Simulation with Energy Limited Units Using the Mixture of Cumulants Approximation (에너지 제약을 갖는 발전기를 고려한 경우의 Mixture of Cumulants Approximation법에 의한 발전시뮬레이션에 관한 연구)

  • 송길영;김용하
    • The Transactions of the Korean Institute of Electrical Engineers
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    • v.40 no.12
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    • pp.1195-1202
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    • 1991
  • This paper describes a newly developed method of production simulation by using the Mixture of Cumulant Approximation (MOCA). In this method, the load is modelled as random variable (r.v.) which can be interpreted in terms of partitioning the load into various categories. We can consider the load shape of multi-modal characteristics. The number of load category and demarcation points of each load category are calculated automatically by using interpolation and least square method. Each generating unit of a supply system is modelled as r.v. of unit outage capacity according to the number of unit outage subset. Since the computation burden of each subset's moments increases exponentially as units are convolved to the system, we further derive the specific recursive formulae. In simulating the energy limited units, hydro unit simulation is performed using Energy Invariance Property and the simulation of pumped storage unit is modelled as compulsory and economic operations. The proposed MOCA method is applide to the test systems and the results are compared with those of cumulant and Booth Baleriaux method. It is verified that the MOCA method is considerably reliable and stable both pathological and well behaved system.

The Simulator Design for the Analysis of Aircraft Longitudinal Dynamic Characteristics (항공기 세로 동특성 해석을 위한 시뮬레이터 설계)

  • Yoon, Sun-Ju
    • Journal of the Korea Computer Industry Society
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    • v.7 no.4
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    • pp.427-436
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    • 2006
  • State-space method for the analysis of the dynamic characteristics of a body motion is set up as mathematical tool for the solution of differential equation by computer. Representation of a system is described as a simple form of matrix calculation and unique form of model is available for the linear or nonlinear, time variant or time invariant, mono variable or multi variable system etc. For the analysis of state-space method a complicated vector calculation is required, but this analysis can be simplified with the specific functions of a software package. Recently as the Graphical User Interface softwares are well-developed, then it is very simplified to execute the simulation of the dynamic characteristics for the state-space model with the interactive graphics treatment. The purpose of this study is to developed the simulator for the educational analysis of the dynamic characteristics of body motion, and for the analysis of the longitudinal dynamic characteristics of an aircraft that is primarily to design the simulator for the analysis of the transient response of an aircraft longitudinal stability.

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HMM-based Korean Named Entity Recognition (HMM에 기반한 한국어 개체명 인식)

  • Hwang, Yi-Gyu;Yun, Bo-Hyun
    • The KIPS Transactions:PartB
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    • v.10B no.2
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    • pp.229-236
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    • 2003
  • Named entity recognition is the process indispensable to question answering and information extraction systems. This paper presents an HMM based named entity (m) recognition method using the construction principles of compound words. In Korean, many named entities can be decomposed into more than one word. Moreover, there are contextual relationships among nouns in an NE, and among an NE and its surrounding words. In this paper, we classify words into a word as an NE in itself, a word in an NE, and/or a word adjacent to an n, and train an HMM based on NE-related word types and parts of speech. Proposed named entity recognition (NER) system uses trigram model of HMM for considering variable length of NEs. However, the trigram model of HMM has a serious data sparseness problem. In order to solve the problem, we use multi-level back-offs. Experimental results show that our NER system can achieve an F-measure of 87.6% in the economic articles.