• 제목/요약/키워드: Real-Time Data

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Wireless Fieldbus for Networked Control Systems using LR-WPAN

  • Choi, Dong-Hyuk;Kim, Dong-Sung
    • International Journal of Control, Automation, and Systems
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    • 제6권1호
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    • pp.119-125
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    • 2008
  • This paper examines the use of a wireless Fieldbus based on IEEE 802.15.4 MAC protocol. The superframe of IEEE 802.15.4 is applied to a transmission scheme of real-time mixed data. The transmission and bandwidth allocation scheme are proposed for real-time communication using a superframe. The proposed wireless Fieldbus protocol is able to transmit three types of data (periodic data, sporadic data, and non real-time messages), and guarantee realtime transmission simultaneously within a limited timeframe.

A Real-Time Integrated Hierarchical Temporal Memory Network for the Real-Time Continuous Multi-Interval Prediction of Data Streams

  • Kang, Hyun-Syug
    • Journal of Information Processing Systems
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    • 제11권1호
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    • pp.39-56
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    • 2015
  • Continuous multi-interval prediction (CMIP) is used to continuously predict the trend of a data stream based on various intervals simultaneously. The continuous integrated hierarchical temporal memory (CIHTM) network performs well in CMIP. However, it is not suitable for CMIP in real-time mode, especially when the number of prediction intervals is increased. In this paper, we propose a real-time integrated hierarchical temporal memory (RIHTM) network by introducing a new type of node, which is called a Zeta1FirstSpecializedQueueNode (ZFSQNode), for the real-time continuous multi-interval prediction (RCMIP) of data streams. The ZFSQNode is constructed by using a specialized circular queue (sQUEUE) together with the modules of original hierarchical temporal memory (HTM) nodes. By using a simple structure and the easy operation characteristics of the sQUEUE, entire prediction operations are integrated in the ZFSQNode. In particular, we employed only one ZFSQNode in each level of the RIHTM network during the prediction stage to generate different intervals of prediction results. The RIHTM network efficiently reduces the response time. Our performance evaluation showed that the RIHTM was satisfied to continuously predict the trend of data streams with multi-intervals in the real-time mode.

에라 정보의 실시간 인식을 위한 전파신경망 (Propagation Neural Networks for Real-time Recognition of Error Data)

  • 김종만;황종선;김영민
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 2001년도 추계학술대회 논문집 Vol.14 No.1
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    • pp.46-51
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    • 2001
  • For Fast Real-time Recognition of Nonlinear Error Data, a new Neural Network algorithm which recognized the map in real time is proposed. The proposed neural network technique is the real time computation method through the inter-node diffusion, In the network, a node corresponds to a state in the quantized input space. Each node is composed of a processing unit and fixed weights from its neighbor nodes as well as its input terminal. The most reliable algorithm derived for real time recognition of map, is a dynamic programming based algorithm based on sequence matching techniques that would process the data as it arrives and could therefore provide continuously updated neighbor information estimates. Through several simulation experiments, real time reconstruction of the nonlinear map information is processed,

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에라 정보의 실시간 인식을 위한 전파신경망 (Propagation Neural Networks for Real-time Recognition of Error Data)

  • 김종만;황종선;김영민
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 2001년도 추계학술대회 논문집
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    • pp.46-51
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    • 2001
  • For Fast Real-time Recognition of Nonlinear Error Data, a new Neural Network algorithm which recognized the map in real time is proposed. The proposed neural network technique is the real time computation method through the inter-node diffusion. In the network, a node corresponds to a state in the quantized input space. Each node is composed of a processing unit and fixed weights from its neighbor nodes as well as its input terminal. The most reliable algorithm derived for real time recognition of map, is a dynamic programming based algorithm based on sequence matching techniques that would process the data as it arrives and could therefore provide continuously updated neighbor information estimates. Through several simulation experiments, real time reconstruction of the nonlinear map information is processed.

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Real-time Message Network System for a Humanoid Robot

  • Ahn, Sang-Min;Gong, Jung-Sik;Lee, Bo-Hee;Kim, Jin-Geol;Huh, Uk-Youl
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2005년도 ICCAS
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    • pp.2296-2300
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    • 2005
  • This paper deals with the real-time message network system by a CAN (controller area network) based on the real-time distributed control scheme to integrate actuators and sensors in a humanoid robot. In order to apply the real-time distributed processing for a humanoid robot, each control unit should have the real-time efficient control method, fast sensing method, fast calculation and real-time valid data exchange method. Moreover, the data from sensors and encoders must be transmitted to the higher level of control units in maximum time limit. This paper describes the real-time message network system design and the performance of the system.

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A Systems Engineering Approach to Real-Time Data Communication Network for the APR1400

  • Ibrahim, Ahmad Salah;Jung, Jae-cheon
    • 시스템엔지니어링학술지
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    • 제13권2호
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    • pp.9-17
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    • 2017
  • Concept development of a real-time Field Programmable Gate Array (FPGA)-based switched Ethernet data communication network for the Man-Machine Interface System (MMIS) is presented in this paper. The proposed design discussed in this research is based on the systems engineering (SE) approach. The design methodology is effectively developed by defining the concept development stage of the life-cycle model consisting of three successive phases, which are developed and discussed: needs analysis; concept exploration; and concept definition. This life-cycle model is used to develop an FPGA-based time-triggered Ethernet (TTE) switched data communication network for the non-safety division of MMIS system to provide real-time data transfer from the safety control systems to the non-safety division of MMIS and between the non-safety systems including control, monitoring, and information display systems. The original IEEE standard 802.3 Ethernet networks were not typically designed or implemented for providing real-time data transmission, however implementing a network that provides both real-time and on-demand data transmission is achievable using the real-time Ethernet technology. To develop the design effectively, context diagrams are implied. Conformance to the stakeholders needs, system requirements, and relevant codes and standards together with utilizing the TTE technology are used to analyze, synthesize, and develop the MMIS non-safety data communication network of the APR1400 nuclear power plant.

원자력 발전소 분산 제어 시스템을 위한 네트워크의 실시간 특성 해석 (Real-Time Characteristic Analysis of a DCS Communication Network for Nuclear Power Plants)

  • 이성우;임한석
    • 대한전기학회논문지:전력기술부문A
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    • 제48권5호
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    • pp.650-657
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    • 1999
  • In this paper, a real-time communication method using a PICNET-NP(Plant Instrumentation and Control Network for Nuclear Power plant) is proposed with an analysis of the control network requirements of DCS(Distributed Control System) in unclear power plants. The method satisfies deadline in case of worst data traffics by considering aperiodic and periodic real-time data and others.

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Speeding up the KLT Tracker for Real-time Image Georeferencing using GPS/INS Data

  • Tanathong, Supannee;Lee, Im-Pyeong
    • 대한원격탐사학회지
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    • 제26권6호
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    • pp.629-644
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    • 2010
  • A real-time image georeferencing system requires all inputs to be determined in real-time. The intrinsic camera parameters can be identified in advance from a camera calibration process while other control information can be derived instantaneously from real-time GPS/INS data. The bottleneck process is tie point acquisition since manual operations will be definitely obstacles for real-time system while the existing extraction methods are not fast enough. In this paper, we present a fast-and-automated image matching technique based on the KLT tracker to obtain a set of tie-points in real-time. The proposed work accelerates the KLT tracker by supplying the initial guessed tie-points computed using the GPS/INS data. Originally, the KLT only works effectively when the displacement between tie-points is small. To drive an automated solution, this paper suggests an appropriate number of depth levels for multi-resolution tracking under large displacement using the knowledge of uncertainties the GPS/INS data measurements. The experimental results show that our suggested depth levels is promising and the proposed work can obtain tie-points faster than the ordinary KLT by 13% with no less accuracy. This promising result suggests that our proposed algorithm can be effectively integrated into the real-time image georeferencing for further developing a real-time surveillance application.

네트워크를 이용한 제어 시스템의 안정도 및 스케줄링에 관한 연구 (Stability and a scheduling method for network-based control systems)

  • 김용호;권욱현;박홍성
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1996년도 한국자동제어학술회의논문집(국내학술편); 포항공과대학교, 포항; 24-26 Oct. 1996
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    • pp.1432-1435
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    • 1996
  • This paper obtains maximum allowable delay bounds for stability of network-based control systems and presents a network scheduling method which makes the network-induced delay be less than the maximum allowable delay bound. The maximum allowable delay bounds are obtained using the Lyapunov theorem. Using the network scheduling method, the bandwidth of a network can be allocated to each node and the sampling period of each sensor and controller can be determined. The presented method can handle three kinds of data (periodic, real-time asynchronous, and non real-time asynchronous data) and guarantee real-time transmissions of real-time synchronous data and periodic data, and possible transmissions of non real-time asynchronous data. The proposed method is shown to be useful by examples in two types of network protocols such as the token control and the central control.

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모바일환경에서 실시간 데이타서비스를 위한 스케줄링 정책 (Streaming Service Scheduling Scheme in Mobile Networks)

  • 민승현;김명준;방기천
    • 디지털콘텐츠학회 논문지
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    • 제3권1호
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    • pp.47-57
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    • 2002
  • 최근, 정보 통신 기술의 발전에 따라 무선 통신망에서 음성, 데이터, 정지화면, 동영상 및 다양한 멀티미디어 데이터를 추구하고 있다. 효율적인 실시간 멀티미디어 데이터 전송을 위해서는 실시간 데이터의 지연 한계를 보장하고 비실시간 멀티미디어 데이터의 데이터 손실을 최소화해야 한다. 무선 ATM은 유선 ATM을 기본으로 하고 있지만 무선 환경에서의 다양한 서비스에 대한 힘든 전송률과 품질에 따른 문제점들이 수반된다. 그 결과, 무선 통신 환경에서 각각의 트래픽 종류에 따른 품질 서비스(QoS)를 보장하는 방법을 찾는 것이 중요하다. 이 논문에서는 무선 ATM망에서 실시간 멀티미디어 데이터 서비스 전송을 위한 스케줄링 방법으로 개선된 TCRM 스케줄링 알고리즘을 제시한다. 무선 환경에 따라 Uplink와 Downlink시 각각 다른 방법으로 실시간 멀티미디어 데이터 전송 스케줄링 정책을 적용하며 실시간 데이터와 비실시간 데이터의 QoS의 요구사항을 보장하고 불충분한 무선 자원을 공유분배를 위한 공평성 문제를 다룬다. 또한 VC(Virtual Control)를 BS(Base Station)에 두어 예약버퍼와 임의의 전송속도 pk를 사용하여 TCRM의 단점인 비실시간 데이터에 대한 비효율성 문제를 해결한다.

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