• Title/Summary/Keyword: 주파수분해

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Condition Monitoring in Gear System Using Spike Wavelet Transform (스파이크 웨이블렛 변환을 이용한 기어 시스템의 건전성 감시)

  • 이상권;심장선
    • The Journal of the Acoustical Society of Korea
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    • v.20 no.5
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    • pp.21-27
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    • 2001
  • Impulsive sound and vibration signals in gear system are often associated with their faults. Thus these impulsive sound and vibration signals can be used as indicators in condition monitoring of gear system. The traditional continuous wavelet transform has been used for detection of impulsive signals. However, it is often difficult for the continuous wavelet transform to identify spikes at high frequency and meshing frequencies at low frequency simultaneously since the continuous wavelet transform is to apply the linear scaling (a-dilation) to the mother wavelet. In this paper, the spike wavelet transform is developed to extract these impulsive sound and vibration signals. Since the spike wavelet transform is to apply the non-linear scaling, it has better time resolution at high frequency and frequency resolution at low frequency than that of the continuous wavelet transform respectively. The spike wavelet transform can be, therefore, used to detect fault position clearly without the loss of information for the damage of a gear system. The spike wavelet transform is successfully is applied to detection of the gear fault with tip breakage.

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A generalization survey on the transform techniques in the viewpoint of image coding (영상 부호화 시점에서 본 각종 변환 기법들의 일반화 고찰)

  • 김종원;이창우
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.23 no.4
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    • pp.1072-1086
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    • 1998
  • Transform, subband, and wavelet transform decompositions are powerful linear transformation tools in image coding because of their decorrelating effects on image pixels, the concentration of energy in a few coefficients, their multirat/multiresolution framework, and their frequency splitting, which allows for efficient coding matched to the statistics of each frequency band and to the characteristics of the human visulal system. Thus, a growingbody of research has bee performed to extend these tools in various kinds of modified formations. Hence, in this paper, an overall survey to achieve a general view on these transformation tools have been attempted. Starting from basic tools such as orthogonal transforms, lapped transforms, QMF(quadrature mirror filter) subband filter banks, and wavelet transforms, their hierarchical extensions, vector extensions, and linear time-varying extensions are investugated in detail.

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Effect of Ultrasound on the Decomposition of Sodium Dodecylbenzene Sulfonate in Aqueous Solution (Sodium Dodecylbenzene Sulfonate 수용액의 분해반응에서 초음파 효과)

  • Yim, Bong-Been
    • Journal of the Korean Chemical Society
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    • v.48 no.6
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    • pp.561-567
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    • 2004
  • The influence of ultrasound frequency, dissolved gases, and initial concentration on the decomposition of sodium dodecylbenzene sulfonate(DBS) aqueous solution was investigated using ultrasound generator with 200 W ultrasound power. The decomposition rates at three frequencies(50, 200, and 600 kHz) examined under argon atmosphere were highest at 200 kHz. The highest observed decomposition rate at 200 kHz occurred in the presence of oxygen followed by air and argon, helium, and nitrogen. The effect of initial concentration of DBS on the ultrasonic decomposition was decreased with increasing initial concentration and would depend upon the formation of micelle in aqueous solution. It appears that the ultrasound frequency, dissolved gases, and initial concentration play an important role on the sonolysis of DBS. Sonolysis of DBS mainly take place at the interfacial region of cavitation bubbles by both OH radical attack and pyrolysis to alkyl chain, aromatic ring, and headgroup.

The Frequency Spectrum Compression Effects for Polyphase Decomposition Signal (다상분해 신호의 주파수 스펙트럼 압축 효과)

  • Park Young-Seak;Chung Won-Yong
    • Journal of the Institute of Convergence Signal Processing
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    • v.7 no.2
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    • pp.65-72
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    • 2006
  • In digital signal processing, the polyphase decomposition of signal has been often used in the implementation of multirate system. Especially, in the design of digital filter and so forth the method in very useful to improve the performance of various algorithms because it provides the multi-channel for paralled processing. Generally, the polyphase-decomposed signals tend to expand the frequency band by including more high frequencies than original signal from decimation for down sampling. This property brings about the significant limitation in the structure or the performance of digital polyphase signal processing system. In this paper we theoretically propose a perfect band compression and reconstruction method for polyphase component signals, then experimentally show its effectiveness through Matlab simulation.

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Performance Analysis of Modified ESPRIT Algorithm (개선된 ESPRIT 알고리즘의 성능분석)

  • 정철곤;김중규
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.26 no.3B
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    • pp.259-265
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    • 2001
  • 도래각 추정을 위한 대표적인 알고리즘으로 고유치 분해방식을 이용한 ESPRIT 알고리즘이 있다. 이 알고리즘은 다중 신호의 도래각을 추정할 수 있을 뿐만 아니라, 낮은 SNR에서 뛰어난 분해능을 가지고 있다. 이러한 뛰어난 추정 능력에도 불구하고, ESPRIT 알고리즘은 서로 주파수와 위상이 같은 coherent 한 신호를 분해하지 못하는 커다란 결점을 가지고 있다. 본 논문에서는 이러한 보완한 개선된 ESPRIT (Modified ESPRIT )알고리즘을 제안한다. 개선된 ESPRIT 알고리즘 기존의 ESPRIT 에 spatial smoothing 방법을 도입하여 구성되어진다. 모의실험결과 개선된 ESPRIT 알고리즘은 coherent 하게 입사하는 신호의 도래각을 분해하는 능력에 있어서 매우 우수한 성능을 갖고 있음을 확인할 수 있다.

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A Low-Power Design of Delta-Sigma Based Digital Frequency Synthesizer for Bio Sensor Networks (의료용 센서 네트워크를 위한 저전력 델타 시그마 디지털 주파수 합성기 설계)

  • Bae, Jung-Nam;Kim, Jin-Young
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.17 no.5
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    • pp.193-197
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    • 2017
  • In this paper, we present a low-power delta-sigma based digital frequency synthesizer with high frequency resolution for bio sensor networks. Biomedical radio-frequency (RF) transceivers require miniaturized forms with a long battery life and low power consumption. For the technology scaling, digital circuits have become preferable compared to analog circuits because of the aggressive cost, size, flexibility, and repeatability. Therefore, the digital circuits based on standard-cell library are used to reduce a power consumption. Additionally, a delta-sigma is used for making fractional frequency tuning range. From the simulation, we confirmed that proposed scheme has good performance in accordance with power and frequency resolution.

The Relation of Time Resolution and Radial Velocity Accuracy of a CW Doppler Radar (CW 도플러 레이더의 시각 분해능과 시선 속도 정확도의 관계)

  • Ryu, Chung-Ho;Jang, Yong-Sik;Choi, Ik-Hwan
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.23 no.7
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    • pp.815-821
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    • 2012
  • A CW Doppler radar can measure radial velocity of an object. It detects a Doppler frequency shift that is proportioned to radial velocity of a moving object. To detect a Doppler frequency shift, FFT(Fast Fourier Transform) is conducted. In this process, the time domain received signal is transformed to a frequency domain. A number of FFT affects not only the time resolution but also signal to noise ratio of received signal. So finally it is related with a radial velocity accuracy. Therefore in this paper, it is described the relation of time resolution and the radial velocity accuracy.

Efficient Quantization Method for Line Spectral Frequencies Based on Restricted Temporal Decomposition (제한된 시간적 분해법에 기반한 선스펙트럼 주파수의 효과적인 양자화)

  • 김승주;오영환
    • The Journal of the Acoustical Society of Korea
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    • v.17 no.4
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    • pp.45-53
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    • 1998
  • 본 논문에서는 선스펙트럼 주파수(LSF) 파라미터를 위한 제한된 시간적 분해법을 제안한다. LSF 파라미터는 인접 차수에 대해 의존적이고, 차수간 순차성이 있으나, 기존의 시간적 분해법은 이러한 성질을 보존하지 못한다. 즉, 추정된 사건 벡터가 더 이상 LSF 파 라미터로서 해석되지 못하는 문제가 있다. 이를 해결하기 위하여, 본 논문에서는 사건 함수 간에 새로운 제약을 두어, 추정된 사건 벡터가 LSF 파라미터의 성질을 유지하도록 한다. 결 과적으로 제안된 방법을 이용하여 구해진 사건 벡터는 LSF 파라미터와 동일한 방법을 적용 하여 효과적으로 양자화될 수 있고, 실험 결과 평균 752bps의 전송률로 투명한 양자화를 수 행할 수 있었다.

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High Resolution AR Spectral Estimation by Principal Component Analysis (Principal Componet Analysis에 의한 고 분해능 AR 모델링과 스텍트럼 추정)

  • 양흥석;이석원;공성곤
    • The Transactions of the Korean Institute of Electrical Engineers
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    • v.36 no.11
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    • pp.813-818
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    • 1987
  • In this paper, high resolution spectral estimation by AR modelling and principal comonent analysis is proposed. The given data can be expanded by the eigenvectors of the estimated covariance matrix. The eigenspectrum is obtained for each eigenvector using the Autoressive(AR) spectral estimation technique. The final spectrum estimate is obtained by weighting each eigenspectrum with the corresponding eigenvalue and summing them. Although the proposed method increases in computational complexity, it shows good frequency resolution especially for short data records and narrow-band data whose signal-to-noise ratio is low.

웨이브렛 변환에 의한 밀링공구의 파손검출

  • 김선호;박화영
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1993.10a
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    • pp.76-78
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    • 1993
  • 간접적인 방법으로 가공중(In process)공구상태를 감시하기 위해, 센서신호를 분석하는 방법으로 시간영역 (Time Domain) 해석과 주파수 영역(Frequency Domain)해석이 주로 이용되어 왔다. 시간영역해석의 경우 RMS,PEak Value, 평균/분산을 이용한 정적분석과 AR 모델, ARMA 모델, Kalman Filter등 동적 시계열 모델이 연구되어 왔다. 주파수영역해석의 경우 푸리에 변환 (Fourier Transform)에 의한 신호해석 기술이 주로 이용되고 있다. 그러나 푸리에 변환된 결과에는 시간정보가 포함되어 있지 않고, 국부적인 변환결과가 전체를 대표하는 성질을 가지고 있다. 이에 비해 웨이브렛(Wavelet) 변환은 고주파성분에 대해서는 시간분해능이 높고, 저주파 성분에 대해서는 주파수분해능이 높은 다중해상도 해석기술로서 국소적인 변동점을 민검하게 검지하는 것이 가능하다. 본연구에서는 엔드밀 가공중 발생하는 공구의 파손을 검출하기 위해, 전류센서로 부터 얻은 이송축 부하 전류의 변화에 웨이브렛 변환을 통해 공구의 파손을 검출하는 방법에 대한 연구결과를 소개한다.

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