• Title/Summary/Keyword: Identifier System

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Design and Evaluation of a parallel EMG Signal Identifier using Trsnsputers (트랜스퓨터를 이용한 병렬 근신호 인식기의 설계 및 평가)

  • 김종원;김성환
    • Journal of Biomedical Engineering Research
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    • v.17 no.4
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    • pp.459-468
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    • 1996
  • This paper considers the problem of realising a parallel EMG identifier used in FES (functional electrical stimulation) system on a fixed dimension transputer array. This involves using an identifiestion algorithm in the wavelet transform domain. This algorithm have suggested by the authors in a previous paper(6). The transputer serial links permit higtlly varied and economic network-type connections and the structure enables rapid topological reconfiguration. Analysing the results Showed that the Speed-UPS ranged from 1.82 to 3.44 With 2-4 transputers for corresponding model order, and from 1.82 to 3.97 with increasing the model orders when two and four transputers are used respectively.

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A Study on Development of Multi-step Neural Network Predictive Controller (다단 신경회로망 예측제어기 개발에 관한 연구)

  • Bae, Geun-Shin;Kim, Jin-Su;Lee, Young-Jin;Lee, Kwon-Soon
    • Proceedings of the KIEE Conference
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    • 1996.11a
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    • pp.62-64
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    • 1996
  • Neural network as a controller of a nonlinear system and a system identifier has been studied during the past few years. A well trained neural network identifier can be used as a system predictor. We proposed the method to design multi-step ahead predictor and multi-step predictive controller using neural network. We used the input and out put data of B system to train the NNP and used the forecasted approximat system output from NNP as B input of NNC. In this paper we used two-step ahead predictive controller to test B heating controll system and compared with PI controller.

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A study on the model reference adaptive control using neural network (신경회로망을 이용한 기준모델 제어기에 관한 연구)

  • 조규상;김규남;양태진;유시영;김경기
    • 제어로봇시스템학회:학술대회논문집
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    • 1992.10a
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    • pp.243-247
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    • 1992
  • This paper describes a neural network based control scheme with MRAC. The system consists of two neural network; one is for identifier and the other is for controller. Identification is firstly performed to learn the behavior of the nonlinear plant. Neural net controller is next trained by backpropagating the error at the output of plant through the identifier. Also the training method used in this paper repeatedly updates weights of neural network to track the reference model.

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A Study on the Development of Reference Linking System Based on Digital Object Identifier for Korean Journal Articles (국내 학술지 논문의 DOI 기반 연계시스템 구축에 관한 연구)

  • 한혜영;정동열
    • Journal of the Korean Society for information Management
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    • v.17 no.4
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    • pp.207-227
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    • 2000
  • Recenily, major internalional STM(Science, Trchnical, and Mcdivine) Publichers have been developing prototype systems that can provide the refeence linking of jouinal articles within the scholarly literature on a cross-publisher basis using the URN(Universal Resouree Name). In Korea, it is hard to find the efforts to link the scattered digitalized documents to an individual user through a unified web. In this study, a linking model for an inergrated gatewny fro, bibliographic information to full tcxt has been desugned and 'Electronic Research Resourced Linking system (E3R/LS)' has been developed as a prototype for centralized static reference linking system. There are three major components for constructing refrernce linking systems. The firsl componcnt the Digital Object Identifiet(DO1). is introduced as the public identifier inrended to be applied wherever thr item needs to be identified. For denl~iymg Korean journal articles, llie extended SICI(Serlal Ilem and Conlribut~on Idealifier) has becn newly dehed in 1111s study and is used as a suiiia on DOI. The reierence datubasc conlams the second com~onenl, metadiltil, linkcd to implemenied by all information providers. The CnRI resolution system is used for resolving a DOI into a URL as the third component.

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NEURAL NETWORK DYNAMIC IDENTIFICATION OF A FERMENTATION PROCESS

  • Syu, Mei-J.;Tsao, G.T.
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 1993.06a
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    • pp.1021-1024
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    • 1993
  • System identification is a major component for a control system. In biosystems, which is nonlinear and dynamic, precise identification would be very helpful for implementing a control system. It is difficult to precisely identify such non-linear systems. The measurable data on products from 2,3-butanediol fermentation could not be included in a process model based on kinetic approach. Meanwhile, a predictive capability is required in developing a control system. A neural network (NN) dynamic identifier with a by/(1+ t ) transfer function was therefore designed being able to predict this fermentation. This modified inverse NN identifier differs from traditional models in which it is not only able to see but also able to predict the system. A moving window, with a dimension of 11 and a fixed data size of seven, was properly designed. One-step ahead identification/prediction by an 11-3-1 BPNN is demonstrated. Even under process fault, this neural network is still able to perform several-step ahead prediction.

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A Physical Cell Identifier Allocation Scheme Utilizing Received Signal Strength in SON-based LTE Systems (SON 기반 LTE 시스템에서 수신 신호 세기를 이용한 Physical Cell Identifier 할당 기법)

  • Lee, Ga-Hee;Shin, Bong-Jhin;Hong, Dae-Hyoung
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.34 no.12A
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    • pp.962-970
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    • 2009
  • This paper proposes a self-organizing scheme which collects the information of neighboring cells, and then assigns a Physical Cell Identifier (PCI) for a newly deployed cell in LTE systems. The number of PCIs are limited, so the reuse of PCIs in different cells is unavoidable. In a dense urban environment where many small cells such as Pico/Femto cells are deployed under macro cells, it is expected that the number of PCIs becomes more limited. Therefore, the limited number of PCIs needs to be allocated very efficiently. We propose a PCI allocation scheme for a newly deployed cell that can autonomously select a PCI to increase PCI reuse efficiency by utilizing the levels of received signal strength from neighboring cells. To evaluate the performance of the proposed scheme, simulations have been developed and performed with two scenarios on the coverage types of newly deployed cells. When the proposed scheme is applied, the simulation results show that the number of PCIs required for the operation of the system can be saved so that PCIs can be efficiently reused.

A Study on the Identification Metadata of National R&D Information (국가 R&D정보 식별메타데이터에 관한 연구)

  • Kwon, Lee-nam;Kim, Jae-soo
    • Proceedings of the Korea Contents Association Conference
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    • 2007.11a
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    • pp.55-59
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    • 2007
  • A need for sharing the R&D information at a national level regardless of the ministry in charge of it is being aroused. However, this information is being managed by different institutes under different ministries without a standard identifier which makes it difficult to manage the information such as to look up duplicate projects. A URN-based identifier is required for the integrated management and utilization of the national R&D information. In this paper, the concept of the identification metadata for applying the identification system and the status of the information management by each institute will be the subject for discussion. Based on this, the elements required for issuing a unique identification number and identifier to the national R&D projects will be suggested in this paper.

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Prarmeter Tuning of Fuzzy Cotroller using Neural Networks System Identifier (신경회로망 시스템 식별기를 이용한 퍼지제어기의 변수동조)

  • 이우영;최흥문
    • Journal of the Korean Institute of Intelligent Systems
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    • v.6 no.3
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    • pp.40-50
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    • 1996
  • By using the neural networks(NN) as system identifier, the on-line self tuning method for fuzzy controller(FC) is proposed. In theis method, the learning of NN is carried out during control operation of FC and the cinsequent parameters of FC is tuned on-line automatically by means of system output errors backpropagated through NN. The Sugeno fuzzy model with constants as consequent parameters is selected for simplifying computation. In procedures of parameter tuning, the gradient descent method is used and the gradient vectors for adjusting the weight of NN are transferred as controller output errors. To evaluate the performance, the proposed method is applied to the inverted pendulum system.

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A Study on Digital Contents Identifier in Science and Technology Field (과학기술분야 전자원문 식별자 연구)

  • Lee, Sang-Hwan;Shin, Dong-Gu;Kim, Jae-Soo;Choi, Jin-Young;Chung, Taik-Yeong
    • Proceedings of the Korea Information Processing Society Conference
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    • 2004.05a
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    • pp.1385-1388
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    • 2004
  • 정보통신의 발전으로 디지털 콘텐츠에 대한 서비스 방식이 위치정보를 가지고 서비스하는 URL(Uniform Resource Locator)방식의 문제점과 기존의 물리적인 저작물이 디지털 콘텐츠로 전환되면서 기존의 식별자로는 디지털 콘텐츠의 특성을 충족시키는 식별이 미흡하고 한계가 있다. 또한, 학술지 위주의 식별자는 연구가 활발하나 비학술지에 대한 식별자 연구는 부족한 실정이다. 따라서, 해외 주요 디지털 콘텐츠 서비스기관의 식별체계 활용사례를 분석하고 그 결과를 토대로 한국과학기술정보연구원(KISTI) 고유 식별자인 KOI(Kisti Object Identifier)를 개발하였다.

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Mobile Oriented Future Internet (MOFI): OpenFlow-based Implementation and Testbed Experimentation over KOREN (모바일 중심 미래 인터넷: OpenFlow 기반 구현 및 KOREN 테스트베드 실험)

  • Kim, Ji-In;Jung, Heeyoung;Koh, Seok-Joo
    • Journal of KIISE:Information Networking
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    • v.41 no.4
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    • pp.167-176
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    • 2014
  • In this paper, we discuss the implementation and experimentations of a new future Internet architecture for mobile-oriented environments, named Mobile Oriented Future Internet (MOFI). The MOFI architecture is featured by the host identifier and local locator for identifier-locator separation, Query-First Data Delivery (QFDD), and Distributed Mapping System (DMS) for identifier-locator mapping control. In the existing study on MOFI, we examined the intra-domain mobility control, the implementation of MOFI over Linux platform, and the performance analysis over the small-scale testbed. In this paper, we describe how to implement the MOFI architecture for inter-domain mobility control by using the OpenFlow and Click Modular Router platform. From the experimentations over the KOREN testbed, we can see that the MOFI scheme can give better performance than the existing Proxy Mobile IP scheme.