• 제목/요약/키워드: Real-time Data Processing

검색결과 2,073건 처리시간 0.028초

과학적 물관리를 위한 ICT기반 실시간 수문정보시스템 구현 (Implementation of ICT-based Real-time Hydrological Data Acquisition and Processing System for Scientific Water Management)

  • 장성원;정창욱;조경훈;신지수
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2022년도 춘계학술대회
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    • pp.303-305
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    • 2022
  • 우리나라는 지형학적, 수문학적 특성상 연중편차가 심한 물순환 특성을 보이고 있고, 최근에는 지구온난화와 기상이변 등으로 인해 수문현상의 변동성이 더욱 커지고 있다. 따라서 홍수, 가뭄 등 수문현상을 신속하게 파악하고 대비하기 위해서는 최신 ICT 기술을 융합한 과학적인 물관리의 필요성이 커지고 있다. 이에 K-water는 인공위성을 통해 실시간으로 수집하고 있는 수문자료와 GIS, CCTV를 연계하여 현장의 상황을 보다 직관적으로 확인할 수 있는 실시간 수문정보시스템(HDAPS : Hydrological Data Acquisition and Processing System)을 운영하여 홍수와 가뭄에 대비하고 있다. 본 논문에서는 K-water의 실시간 수문정보시스템을 소개하고 국민의 생명과 재산을 보호하기 위한 활용방안을 고찰해 보고자 한다.

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시뮬레이션 모델을 이용한 IEC/ISA 필드버스 시스템의 데이터 링크 계층 성능 분석 (Performance analysis of the data link layer of IEC/ISA fieldbus system by simulation model)

  • 이성근;홍승호
    • 제어로봇시스템학회논문지
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    • 제2권3호
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    • pp.209-219
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    • 1996
  • Fieldbus provides a real-time data communication among field devices in the process control and manufacturing automation systems. In this paper, a Petri Net model of the 1993 draft of IEC/ISA fieldbus which is proposed as an international standard of fieldbus network is developed. Based on the Petri Net model, discrete-event simulation model of IEC/ISA fieldbus network is developed. This paper evaluates the network induced delay in the data link layer of IEC/ISA fieldbus using the simulation model. In addition, an integrated discrete-event/continuous-time simulation model of fieldbus system and distributed control system is developed. This paper investigates the real-time data processing capability of IEC/ISA fieldbus and the effect of network-induced delay to the performance of control system.

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Performance Optimization of Big Data Center Processing System - Big Data Analysis Algorithm Based on Location Awareness

  • Zhao, Wen-Xuan;Min, Byung-Won
    • International Journal of Contents
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    • 제17권3호
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    • pp.74-83
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    • 2021
  • A location-aware algorithm is proposed in this study to optimize the system performance of distributed systems for processing big data with low data reliability and application performance. Compared with previous algorithms, the location-aware data block placement algorithm uses data block placement and node data recovery strategies to improve data application performance and reliability. Simulation and actual cluster tests showed that the location-aware placement algorithm proposed in this study could greatly improve data reliability and shorten the application processing time of I/O interfaces in real-time.

Motion JPEG2000을 위한 실시간 비디오 압축 프로세서의 하드웨어 구조 및 설계 (Hardware Architecture and its Design of Real-Time Video Compression Processor for Motion JPEG2000)

  • 서영호;김동욱
    • 대한전기학회논문지:시스템및제어부문D
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    • 제53권1호
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    • pp.1-9
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    • 2004
  • In this paper, we proposed a hardware(H/W) structure which can compress and recontruct the input image in real time operation and implemented it into a FPGA platform using VHDL(VHSIC Hardware Description Language). All the image processing element to process both compression and reconstruction in a FPGA were considered each of them was mapped into a H/W with the efficient structure for FPGA. We used the DWT(discrete wavelet transform) which transforms the data from spatial domain to the frequency domain, because use considered the motion JPEG2000 as the application. The implemented H/W is separated to both the data path part and the control part. The data path part consisted of the image processing blocks and the data processing blocks. The image processing blocks consisted of the DWT Kernel for the filtering by DWT, Quantizer/Huffman Encoder, Inverse Adder/Buffer for adding the low frequency coefficient to the high frequency one in the inverse DWT operation, and Huffman Decoder. Also there existed the interface blocks for communicating with the external application environments and the timing blocks for buffering between the internal blocks. The global operations of the designed H/W are the image compression and the reconstruction, and it is operated by the unit or a field synchronized with the A/D converter. The implemented H/W used the 54%(12943) LAB(Logic Array Block) and 9%(28352) ESB(Embedded System Block) in the APEX20KC EP20K600CB652-7 FPGA chip of ALTERA, and stably operated in the 70MHz clock frequency. So we verified the real time operation. that is. processing 60 fields/sec(30 frames/sec).

어군에 의한 광대역 음향산란신호의 시간-주파수 분석을 위한 chirp 데이터 수록 및 처리 시스템의 성능특성 (Performance Characteristics of a Chirp Data Acquisition and Processing System for the Time-frequency Analysis of Broadband Acoustic Scattering Signals from Fish Schools)

  • 이대재
    • 한국수산과학회지
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    • 제51권2호
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    • pp.178-186
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    • 2018
  • A chirp-echo data acquisition and processing system was developed for use as a simplified, PC-based chirp echo-sounder with some data processing software modules. The design of the software and hardware system was implemented via a field-programmable gate array (FPGA). Digital signal processing algorithms for driving a single-channel chirp transmitter and dual-channel receivers with independent TVG (time varied gain) amplifier modules were incorporated into the FPGA for better real-time performance. The chirp-echo data acquisition and processing system consisted of a notebook PC, an FPGA board, and chirp sonar transmitter and receiver modules, which were constructed using three chirp transducers operating over a frequency range of 35-210 kHz. The functionality of this PC-based chirp echo-sounder was tested in various field experiments. The results of these experiments showed that the developed PC-based chirp echo-sounder could be used in the acquisition, processing and analysis of broadband acoustic echoes related to fish species identification.

GPS/INS 통합 항법 시스템용 모니터링 시스템 설계 (Monitoring System Design for the GPS/INS Integrated Navigation System)

  • 한상재;오상헌;황동환;이상정
    • 제어로봇시스템학회논문지
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    • 제9권3호
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    • pp.242-250
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    • 2003
  • We propose the monitoring system scheme for the CPS/INS integrated navigation system. The design requirements of the monitoring system are suggested and the software scheme based on GUI is proposed. The proposed monitoring system consists of an I/O interface part, a navigation data display part, and a post-processing part. The I/O interface part is responsible for data communication between the monitoring system and a navigation computer unit. The navigation data display part provides various display methods to show the navigation data to user in real-time. The post-processing part collects the navigation data to analyze the performance of navigation system. The proposed monitoring system software was developed using the Visual C++ programming language and a van test was carried out to demonstrate the real-time operation of the monitoring system. The test result shows that the proposed monitoring system can be effectively applied to the CPS/INS integrated navigation system.

고해상 피치 검출 알고리듬을 적용한 실시간 태아 심음 감시시스템에 관한 연구 (A study on the real time fetal heart rate monitoring system by high resolution pitch detection algorithm)

  • 이응구;이두수
    • 대한의용생체공학회:의공학회지
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    • 제16권2호
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    • pp.175-182
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    • 1995
  • 태아 심음을 측정하기 위한 기존의 자기상관 함수 법은 처리과정이 간편한 반면에 많은 문제점을 가지고 있다. 초음파 도플러 신호가 열악할 경우 고전적인 자기상관 함수 법은 문턱 값의 선정과 창 함수 크기에 매우 민감하다. 특히 데이터 손실이 생길 때 정확한 태아 심박동 수를 찾기가 어렵다. 이들 문제점들을 보완하기 위하여 초음파 도플러 신호로부터 정확한 태아 심박동 수를 찾는 고해상 피치검출 알고리듬이 제안되었다. 이 알고리듬은 자기상관 함수법 보다 정확하고, 잡음에 강하며, 높은 신뢰성을 갖으나 계산량이 많아 실시간 처리가 어렵다. 본 논문에서는 실시간 처리에 적합한 새로운 태아 심음 추출 알고리듬을 제안하고, 제안된 알고리듬을 적용한 실시간 태아 심음 감시시스템에 관하여 연구하였다.

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CAN과 RTOS를 내장한 소형 실시간 시스템 설계 기법 (Design Scheme of A Micro Real-Time Control System with CAN and RTOS)

  • 임영규;김동성
    • 전자공학회논문지
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    • 제51권5호
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    • pp.207-215
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    • 2014
  • 본 논문은 초소형 센서노드(이하 노드)에서 인터럽트 처리와 데이터 전송에 대한 지연에 대한 문제들을 해결하기 위해 Micro Real-Time Control System (MRTCS)을 제안한다. MRTCS은 제어노드와 Controller Area Network (CAN) 기반의 노드로 구성되어졌다. 제어노드는 소형 마이크로 제어기 (sMCU)에 Real-Time Operating System (RTOS)를 내장하여 설계하였다. 노드들은 sMCU 없는 CAN 기반의 디바이스이며, 다중 디지털 입출력과 CAN 제어기를 가지고 있다. 소형 실시간 시스템 설계를 위해, 오픈소스인 OCTAVE v3.6.4를 이용하여 시스템 성능에 대한 모의실험을 실시하였다. 모의실험을 통해 제안된 설계 기법을 이용할 경우 인터럽트 처리와 데이터 전송에 대한 지연이 감소하여 시스템 성능이 증가함을 알 수 있었다. MRTCS이 다양한 실시간 제어 시스템에 적용 가능함을 검증하였다.

다중대역 통합 신호처리 가능한 GNSS 수신기 개발 플랫폼 설계 및 구현 (Design and Implementation of a GNSS Receiver Development Platform for Multi-band Signal Processing)

  • 김진석;이선용;김병균;서흥석;안종선
    • Journal of Positioning, Navigation, and Timing
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    • 제13권2호
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    • pp.149-158
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    • 2024
  • Global Navigation Satellite System (GNSS) receivers are becoming increasingly sophisticated, equipped with advanced features and precise specifications, thus demanding efficient and high-performance hardware platforms. This paper presents the design and implementation of a Field-Programmable Gate Array (FPGA)-based GNSS receiver development platform for multi-band signal processing. This platform utilizes a FPGA to provide a flexible and re-configurable hardware environment, enabling real-time signal processing, position determination, and handling of large-scale data. Integrated signal processing of L/S bands enhances the performance and functionality of GNSS receivers. Key components such as the RF frontend, signal processing modules, and power management are designed to ensure optimal signal reception and processing, supporting multiple GNSS. The developed hardware platform enables real-time signal processing and position determination, supporting multiple GNSS systems, thereby contributing to the advancement of GNSS development and research.

Factors affecting real-time evaluation of muscle function in smart rehab systems

  • Hyunwoo Joe;Hyunsuk Kim;Seung-Jun Lee;Tae Sung Park;Myung-Jun Shin;Lee Hooman;Daesub Yoon;Woojin Kim
    • ETRI Journal
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    • 제45권4호
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    • pp.603-614
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    • 2023
  • Advancements in remote medical technologies and smart devices have led to expectations of contactless rehabilitation. Conventionally, rehabilitation requires clinicians to perform routine muscle function assessments with patients. However, assessment results are difficult to cross-reference owing to the lack of a gold standard. Thus, the application of remote smart rehabilitation systems is significantly hindered. This study analyzes the factors affecting the real-time evaluation of muscle function based on biometric sensor data so that we can provide a basis for a remote system. We acquired real clinical stroke patient data to identify the meaningful features associated with normal and abnormal musculature. We provide a system based on these emerging features that assesses muscle functionality in real time via streamed biometric signal data. A system view based on the amount of data, data processing speed, and feature proportions is provided to support the production of a rudimentary remote smart rehabilitation system.