• Title/Summary/Keyword: Real-time analysis system

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Real-Time Plasma Process Monitoring with Impedance Analysis and Optical Emission Spectroscopy

  • Jang, Hae-Gyu;Kim, Dae-Kyoung;Kim, Hoon-Bae;Han, Sa-Rum;Chae, Hee-Yeop
    • Proceedings of the Korean Vacuum Society Conference
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    • 2010.02a
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    • pp.473-473
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    • 2010
  • Plasma is widely used in various commercial etchers and chemical vapor deposition. Unfortunately, real-time plasma process monitoring is still difficult. Some methods of plasma diagnosis is improved, however, it is possible for real-time plasma diagnosis to use non-intrusive probe only. In this research, the object is to investigate the suitability of using impedance analysis and optical emission spectroscopy (OES) for real-time plasma process monitoring. It is assumed that plasma system is a equivalent circuit. Therefore, V-I probe is used for measuring impedance, which can be a new non-intrusive probe for plasma diagnosis. From impedance data, we tried to analyse physical properties of plasma. And OES, the other method of plasma diagnosis, is a typical non-intrusive probe for analyzing chemical properties. The amount of the OES data is typically large, so this poses a difficulty in extracting relevant information. To solve this problem, principal component analysis (PCA) can be used. For fundamental information, Ar plasma and $O_2$ plasma are used in this experiment. This method can be applied to real-time endpoint and fault detections.

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Implementation of Customer Behavior Evaluation System Using Real-time Web Log Stream Data (실시간 웹로그 스트림데이터를 이용한 고객행동평가시스템 구현)

  • Lee, Hanjoo;Park, Hongkyu;Lee, Wonsuk
    • The Journal of Korean Institute of Information Technology
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    • v.16 no.12
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    • pp.1-11
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    • 2018
  • Recently, the volume of online shopping market continues to be fast-growing, that is important to provide customized service based on customer behavior evaluation analysis. The existing systems only provide analysis data on the profiles and behaviors of the consumers, and there is a limit to the processing in real time due to disk based mining. There are problems of accuracy and system performance problems to apply existing systems to web services that require real-time processing and analysis. Therefore, The system proposed in this paper analyzes the web click log streams generated in real time to calculate the concentration level of specific products and finds interested customers which are likely to purchase the products, and provides and intensive promotions to interested customers. And we verify the efficiency and accuracy of the proposed system.

A Defect Inspection Algorithm Using Multi-Resolution Analysis based on Wavelet Transform (웨이블릿 다해상도 분석에 의한 디지털 이미지 결점 검출 알고리즘)

  • Kim, Kyung-Joon;Lee, Chang-Hwan;Kim, Joo-Yong
    • Textile Coloration and Finishing
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    • v.21 no.1
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    • pp.53-58
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    • 2009
  • A real-time inspection system has been developed by combining CCD based image processing algorithm and a standard lighting equipment. The system was tested for defective fabrics showing nozzle contact scratch marks, which were one of the frequently occurring defects. Multi-resolution analysis(MRA) algorithm were used and evaluated according to both their processing time and detection rate. Standard value for defective inspection was the mean of the non-defect image feature. Similarity was decided via comparing standard value with sample image feature value. Totally, we achieved defective inspection accuracy above 95%.

Intelligent Control of Robot Manipulator Using DSPs(TMS320C80) (DSPs(TMS320C80)을 이용한 로봇 매니퓰레이터의 지능제어)

  • 이우송;김용태;한성현
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
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    • 2003.10a
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    • pp.219-226
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    • 2003
  • In this paper, it is presented a new scheme of adaptive-neuro control system to implement real-time control of robot manipulator. Unlike the well-established theory fir the adaptive control of linear systems, there exists relatively little general theory fir the adaptive control of nonlinear systems. Adaptive control technique is essential fir providing a stable and robust performance fir application of robot control. The proposed neuro control algorithm is one of teaming a model based error back-propagation scheme using Lyapunov stability analysis method. Through simulation, the proposed adaptive-neuro control scheme is proved to be a efficient control technique f3r real-time control of robot system using DSPs.

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Robust Control of Robot Manipulator Based-on DSPs(TMS320C50) (DSPs(TMS320C50)을 이용한 로봇 매니퓰레이터의 견실제어)

  • 이우송;김종수;김홍래;한성현
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
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    • 2004.10a
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    • pp.193-200
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    • 2004
  • In this paper, it is presented a new scheme of adaptive-neuro control system to implement real-time control of robot manipulator. Unlike the well-established theory for the adaptive control of linear systems, there exists relatively little general theory for the adaptive control of nonlinear systems. Adaptive control technique is essential for providing a stable and robust performance for application of robot control. The proposed neuro control algorithm is one of learning a model based error back-propagation scheme using Lyapunov stability analysis method. Through simulation, the proposed adaptive-neuro control scheme is proved to be a efficient control technique for real-time control of robot system using DSPs.

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CODARTS Methodology by the STS (STS 표기법에 의한 CODARTS 방법론)

  • Eom, Jin-A;Kim, Gyu-Nyeon
    • Journal of KIISE:Software and Applications
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    • v.26 no.2
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    • pp.241-250
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    • 1999
  • Gomaa에 의해 제안된 CODARTS(Concurrent Design Approach for Real-Time System)방법론은 COBRA(Concurrent Object-based Real-Time Analysis)을 사용하여 실시간 시스템의 행동 모델을 개발하고 행동 모델에서 병렬 태스크 구조로 변환하는 데 도움을 주는 태스크 구성 지침을 제공한다. CODARTS에서는 태스크 구성 지침을 RTSA(Real-Time System Analysis)표기법으로 표현된 행동 모델에 적용하여 태스크를 구성한다. 그러나 RTSA 표기법에는 태스크를 구성하는데 필요한 실행 성질 및 주기, 이벤트의 병렬성 및 순서와 같은 정보들을 기술하지 않기 때문에 직접 태스크 구성 지침을 적용하는 것은 어렵다. 본 논문에서는 CODARTS 방법론의 분석단게에서 태스크 구성에 필요한 정보를 통합적으로 나타낼 수 있는 STS (Specification for Task Structuring)를 제안한고 이를 이용하여 태스크를 자동적으로 구성할 수 있는 알고리즘과 적용 예제를 보인다.

An u-healthcare system using an wireless sensor node with ECG analysis function by QRS-complex detection (QRS검출에 의한 ECG분석 기능을 갖춘 무선센서노드를 활용한 u-헬스케어 시스템)

  • Lee, Dae-Seok;Bhardwaj, Sachin;Chung, Wan-Young
    • Journal of Sensor Science and Technology
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    • v.16 no.5
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    • pp.361-368
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    • 2007
  • Small size real-time ECG signal analysis function by QRS-complex detection was put into sensor nodes. Wireless sensor nodes attached on the patient’s body transmit ECG data continuously in normal u-healthcare system. So there are heavy communication traffics between sensor nodes and gateways. New developed platform for real-time analysis of ECG signals on sensor node can be used as an advanced diagnosis and alarming system for healthcare. Sensor node does not need to transmit ECG data all the time in wireless sensor network and to server PC via gateway. When sensor node detects suspicion or abnormality in ECG, then the ECG data in the network was transmitted to the server PC for further powerful analysis. This system can reduce data packet overload and save some power in wireless sensor network. It can also increase the server performance.

Real-time Characteristic Analysis of A Micro Kernel for Supporting Reconfigurability (재구성된 마이크로 커널의 실시간 특성 분석)

  • 박종현;임강빈;정기현;최경희
    • Proceedings of the IEEK Conference
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    • 2000.06c
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    • pp.121-124
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    • 2000
  • Goal of this Paper is to design and develop core kernel components f3r single processor real-time system, which include real-time schedulers, synchronization mechanism, IPC, message passing, and clock & timer. The goal also contains the basic researches on dynamic load balancing and scheduling which provide mechanism for the distributed information processing and efficient resource sharing among various information appliances based on network.

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Design and Implementation for Service Management System Using a Log Analysis (로그 분석을 통한 서비스 관리 시스템 설계 및 구현)

  • Youn, In-Suk;Chang, Beom-Hwan;Chung, Tai-Myoung
    • Proceedings of the Korea Information Processing Society Conference
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    • 2002.04b
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    • pp.1397-1400
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    • 2002
  • 사용자의 요구 사항이 점점 복잡해지고 다양해짐에 따라 서비스의 품질을 향상시키고 개인화된 정보 제공을 위한 서비스 관리 개념이 등장하고 있다. 본 논문은 로그 데이터와 트래픽 정보의 분석을 통한 서비스 관리 시스템의 모델을 제안하고 구현을 통해 주요 기능 및 특성을 알아 본다.

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Development of the Real-time Initial Alignment Algorithm using the Kalman Filter

  • Oh, Sang-Heon;Hwang, Dong-Hwan;Lee, Sang-Jeong
    • 제어로봇시스템학회:학술대회논문집
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    • 2001.10a
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    • pp.61.2-61
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    • 2001
  • The purpose of the initial alignment of a SDINS is to get a coordinate transformation matrix from the body frame to the navigation frame. The initial alignment is one of the most important processes in the navigation system since its error has a large influence on the navigation solution. In this paper, a real-time initial alignment algorithm for the SDINS is developed using the Kalman filter. The steady state error analysis is performed for the developed Kalman filter technique and the gyrocompass loop method. The performance of the developed alignment method is compared with the gyrocompass loop method through the real-time alignment experiments.

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