• Title/Summary/Keyword: time domain data

검색결과 1,286건 처리시간 0.041초

Automated detection of eeg spindle waveforms based on its local spectrum

  • Chang, Tae-G.;Shim, Shin-H.;Yang, Won-Y.
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1993년도 한국자동제어학술회의논문집(국제학술편); Seoul National University, Seoul; 20-22 Oct. 1993
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    • pp.257-260
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    • 1993
  • A new method of spindle waveform detection is presented for the automated analysis of sleep EEG. The method is based on the combined application of signal conditioning in the time-domain and local spectrum analyzing in the frequency-domain. The overall detection system is implemented and, tested in real-time with a total of 24 hour data obtained from four subjects. The result shows an average agreement of 86.7% with the visually inspected result.

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신경망과 퍼지논리를 이용한 음소인식에 관한 연구 (A Study on Phoneme Recognition using Neural Networks and Fuzzy logic)

  • 한정현;최두일
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1998년도 하계학술대회 논문집 G
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    • pp.2265-2267
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    • 1998
  • This paper deals with study of Fast Speaker Adaptation Type Speech Recognition, and to analyze speech signal efficiently in time domain and time-frequency domain, utilizes SCONN[1] with Speech Signal Process suffices for Fast Speaker Adaptation Type Speech Recognition, and examined Speech Recognition to investigate adaptation of system, which has speech data input after speaker dependent recognition test.

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시간영역 유도분극 자료로부터 Cole-Cole 변수 산출 (Extraction of Cole-Cole Parameters from Time-domain Induced Polarization Data)

  • 김연정;조인기
    • 지구물리와물리탐사
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    • 제24권4호
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    • pp.164-170
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    • 2021
  • 주파수 및 시간영역 유도분극 탐사는 지하 매질의 분광 정보를 포함하고 있다. 분광 특성의 분석은 주로 주파수영역 유도분극 탐사에서 연구되어 왔으나, 근래에 시간영역 유도분극에서도 연구가 활발하게 이루어지고 있다. 이 연구에서는 반무한 균질 공간을 가정하고 측정된 2차 전위 및 전기비저항으로부터 Cole-Cole 변수를 추정하는 역산법을 개발하였다. 충전성, 완화시간 및 주파수 승수로 구성되는 Cole-Cole 변수들은 비독립적이기 때문에 통상적인 비선형 역산을 적용할 경우 느린 수렴속도, 적정 초기 모델 설정의 어려움, 지역 극소점, 발산 위험 등의 다양한 문제점이 발생한다. 이 연구에서는 격자 탐색법을 도입하여 참 모델에 근접한 초기 모델을 설정하는 효과적인 역산법을 개발하였다. 마지막으로 다양한 역산 실험을 통하여 개발된 역산법의 타당성을 검증하였다.

시간영역 랜킨 패널법에 의한 선박 부가저항의 수치해석 (Numerical Analysis of Added Resistance on Ships by a Time-domain Rankine Panel Method)

  • 김경환;김용환
    • 대한조선학회논문집
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    • 제47권3호
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    • pp.398-409
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    • 2010
  • This paper considers the numerical computation of added resistance on ships in the presence of incident waves. As a method of solution, a higher-order Rankine panel method is applied in time domain. The added resistance is evaluated by integrating the second-order pressure on the body surface. Computational results are validated by comparing with experimental data and other computational results on a hemi-sphere, a barge, Wigley hull models, and Series 60 hull, showing very fair agreements. The study is extended to the comparison between Neumann-Kelvin and double-body linearization approaches, and their differences are discussed.

다항식 보간기법을 이용한 채널별 누적처리 시간영역 빔형성기 구현 (Implementation of Time-Domain Beamformer with Cummulative Processing in decomposed channel using Polynomial Interpolation)

  • 이정훈;김의준;권대용
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2008년도 하계종합학술대회
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    • pp.83-84
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    • 2008
  • It is efficient to use the time-domain beamforming to operate the various pulse with the different pulse length, frequency, bandwidth in active sonar system. In this paper, we propose a time-domain beamformer with the cumulative processing in the decomposed channel using the polynomial interpolation to solve the problem of the computational cost, high transmission data rate, and the lack of internal memory.

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Steady-State Harmonic Domain Matrix-Based Modeling of Four-Quadrant EMU Line Converter

  • Wang, Hui;Wu, Mingli;Agelidis, Vassilios G.;Song, Kejian
    • Journal of Power Electronics
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    • 제14권3호
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    • pp.572-579
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    • 2014
  • As a non-linear time variant system, the four-quadrant line converter of an electric multiple unit (EMU) was expressed by linear time periodic functions near an operating point and modeled by a steady-state harmonic domain matrix. The components were then combined according to the circuit connection and relations of the feedback control loops to form a complete converter model. The proposed modeling method allows the study of the amplitude of harmonic impedances to explore harmonic coupling. Moreover, the proposed method helps provide a better design for the converter controllers, as well as solves the problem in coordination operation between the EMUs and the AC supply. On-site data from an actual $CRH_2$ high-speed train were used to validate the modeling principles presented in the paper.

Identification of prestress force in a prestressed Timoshenko beam

  • Lu, Z.R.;Liu, J.K.;Law, S.S.
    • Structural Engineering and Mechanics
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    • 제29권3호
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    • pp.241-258
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    • 2008
  • This paper presents a new identification approach to prestress force. Firstly, a bridge deck is modeled as a prestressed Timoshenko beam. The time domain responses of the beam under sinusoidal excitation are studied based on modal superposition. The prestress force is then identified in the time domain by a system identification approach incorporating with the regularization of the solution. The orthogonal polynomial function is used to improve the noise effect and obtain the derivatives of modal responses of the bridge. Good identification results are obtained from only the first few measured modal data under both sinusoidal and impulsive excitations. It is shown that the proposed method is insensitive to the magnitude of force to be identified and can be successfully applied to indirectly identify the prestress force as well as other physical parameters, such as the flexural rigidity and shearing rigidity of a beam even under noisy environment.

Characterization of the Stress-optic Properties of Ceramics by Terahertz Time-domain Spectroscopy

  • Zhi Qiang Wang;Wen Jia Ren;Gui Ying Zhang;Zhi Yong Wang
    • Current Optics and Photonics
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    • 제8권3호
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    • pp.225-229
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    • 2024
  • This paper introduces a rapid measurement technique for the stress-optic coefficient, using terahertz time-domain spectroscopy. First we propose a design combining a four-point bending device with a scanning stage to streamline the loading process. Then we detail the measurement principle and outline the signal-processing algorithm. The experiments are carried out on Al2O3, a representative ceramic material. The experimental data reveal that the refractive index of Al2O3 exhibits a linear decrease with increasing stress. This work supplies an efficient method for stress measurement rooted in the stress-optic effect.

Frequency analysis of GPS data for structural health monitoring observations

  • Pehlivan, Huseyin
    • Structural Engineering and Mechanics
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    • 제66권2호
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    • pp.185-193
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    • 2018
  • In this study, low- and high-frequency structure behaviors were identified and a systematic analysis procedure was proposed using noisy GPS data from a 165-m-high tower in ${\dot{I}}stanbul$, Turkey. The raw GPS data contained long- and short-periodic position changes and noisy signals at different frequencies. To extract the significant results from this complex dataset, the general structure and components of the GPS signal were modeled and analyzed in the time and frequency domains. Uncontrolled jumps and deviations involving the signal in the time domain were pre-filtered. Then, the signal was converted to the frequency domain after applying low- and high-pass filters, and the frequency and periodic component values were calculated. The spectrum of the tower motion obtained from the filtered GPS data had dominant peaks at a low frequency of $1.15572{\times}10-4Hz$ and a high frequency of 0.16624 Hz, consistent with two equivalent GPS datasets. Then, the signal was reconstructed using inverse Fourier transform with the dominant low frequency values to obtain filtered and interpretable clean signals. With the proposed sequence, processing of noisy data collected from the GPS receivers mounted very close to the structure is effective in revealing the basic behaviors and features of buildings.

원자로 냉각재 펌프 고장예측진단을 위한 데이터 분석 플랫폼 구축 (Data Analysis Platform Construct of Fault Prediction and Diagnosis of RCP(Reactor Coolant Pump))

  • 김주식;조성한;정래혁;조은주;나영균;유기현
    • 한국IT서비스학회지
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    • 제20권3호
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    • pp.1-12
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    • 2021
  • Reactor Coolant Pump (RCP) is core part of nuclear power plant to provide the forced circulation of reactor coolant for the removal of core heat. Properly monitoring vibration of RCP is a key activity of a successful predictive maintenance and can lead to a decrease in failure, optimization of machine performance, and a reduction of repair and maintenance costs. Here, we developed real-time RCP Vibration Analysis System (VAS) that web based platform using NoSQL DB (Mongo DB) to handle vibration data of RCP. In this paper, we explain how to implement digital signal process of vibration data from time domain to frequency domain using Fast Fourier transform and how to design NoSQL DB structure, how to implement web service using Java spring framework, JavaScript, High-Chart. We have implement various plot according to standard of the American Society of Mechanical Engineers (ASME) and it can show on web browser based on HTML 5. This data analysis platform shows a upgraded method to real-time analyze vibration data and easily uses without specialist. Furthermore to get better precision we have plan apply to additional machine learning technology.