• 제목/요약/키워드: Time-Frequency Signal Analysis

검색결과 717건 처리시간 0.031초

정현파 모델링을 이용한 폴리포닉 오디오 신호의 시간축 변화 (Time-Scale Modification of Polyphonic Audio Signals Using Sinusoidal Modeling)

  • 장호근;박주성
    • 한국음향학회지
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    • 제20권2호
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    • pp.77-85
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    • 2001
  • 본 논문에서는 폴리포닉 음과 같은 복잡한 스펙트럼을 갖는 오디오 신호를 정현파 성분으로 모델링하고, 이를 바탕으로 고음질의 시간축 변화된 음을 얻는 방법을 제안한다. 입력 신호는 옥타브 밴드 구조의 다중 해상도 필터 뱅크를 통과하고 여기에서 나온 각 서브밴드 신호로부터 정현파 성분이 축출된다. 서브밴드 신호의 정현파 분석시 정현파 성분을 추출하는 구간의 크기를 국지적인 신호의 특성에 따라 다르게 해 주는 동적 세그멘테이션 방법을 적용한다. 이렇게 함으로써 기존 정현파 모델링에서 신호의 천이 구간에서 발생하는 퍼짐 현상을 개선하고, 시간축 변화 시에도 원래 음에 가까운 음질을 얻을 수 있다. 정현파 분석을 위한 스펙트럼 분석 도구로는 심리 음향 모델을 적용한 matching pursuit을 사용함으로써 정현파 성분의 갯수를 줄이고, matching pursuit의 반복 과정에 대한 합리적인 정지 조건을 제공할 수 있다. 정현파 성분으로 표현하기 어려운 신호의 잡음 성분은 원래 신호에서 정현파 성분으로 합성된 신호를 뺀 것으로 얻을 수 있으며, 스펙트럼 포락선 근사화 방법으로써 모델링된다. 본 논문의 알고리즘을 적용해 다양한 폴리포닉 음에 대해 실험한 결과 제안한 정현파 모델링 방법이 원래 신호의 음질을 잘 복원할 수 있고, 시간축 변화율이 큰 경우에도 신호의 천이 구간을 잘 표현할 수 있음을 확인하였다.

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음향 신호 분석에 의한 GMAW의 특성분석 (The Analysis of Characteristics of GMAW using Sound Signal)

  • 조택동;양상민;양성빈
    • 대한용접접합학회:학술대회논문집
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    • 대한용접접합학회 2002년도 춘계학술발표대회 개요집
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    • pp.65-67
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    • 2002
  • The gas metal arc welding(GMAW) is regarded as one of the best candidate for welding automation in industrial joining application. It is important to monitor the weld quality for the high performance of weld automation. The measured analog signal is frequency analyzed by digital signal process method. In order to observe the welding phenomena and control welding condition, arc light, voltage, and current are measured at the same time. They are analyzed and compared with arc sound. for these experiments, a power source of constant voltage characteristics was used in the pure metal transfer mode.

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튜브시스템에서 변동풍압의 보정 (Correction of Fluctuation Pressure by Tube System)

  • 유기표;김영문
    • 한국공간구조학회논문집
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    • 제2권1호
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    • pp.67-73
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    • 2002
  • Measurement of fluctuating pressure by tube system is carefully designed due to the organ-pipe resonance. It is necessary to correct the pressure before analysis. The three method for correction the distortion fluctuation pressure short tube length and the frequency response functions and insert a restrictor in the tube to increase the damping. The first method is useful when the tube length is short. In second method, the distorted signal through the tubing transformed into the frequency domain, dividing by transfer function and inverse fourier transforming back into the time domain gives the required pressure signal. In this paper three types of tubing which have different length of 100cm, 150cm, 200cm were experimented the distorted signal and correct the distortion signal

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웨이블릿 변환을 이용한 복합재 모재균열의 신호특성 분석 (Study of Signal Characteristics of Matrix Cracks in Composites Using Wavelet Transform)

  • 방형준;김대현;강동훈;홍창선;김천곤
    • 한국복합재료학회:학술대회논문집
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    • 한국복합재료학회 2002년도 추계학술발표대회 논문집
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    • pp.151-154
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    • 2002
  • The objective of this study is to find the change of signal characteristics of matrix cracks due to the different specimen shapes. As the concept of the smart structure, monitoring of acoustic emission (AE) can be applied to inspect the fracture of the structures in operating condition using built-in sensors. To understand the characteristics of matrix crack signals, we performed tensile tests by changing the thickness and width of the specimens. This paper describes the implementation of time-frequency analysis such as wavelet transform (WT) fur the quantitative evaluation of fracture signals. The experimental result shows the distinctive signal features in frequency domain due to the different specimen shapes.

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전기철도 차량에 대한 극저주파 자계영역의 시간영역 측정 및 스펙트럼 분석 (Time-domain measurement and spectral analysis of low frequency magnetic field on board of rolling stock)

  • 장동욱;정상기
    • 한국철도학회:학술대회논문집
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    • 한국철도학회 2008년도 추계학술대회 논문집
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    • pp.263-268
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    • 2008
  • The measurement of magnetic field is performed AC magnetic field emission density in driver cab and saloon's compartment of rolling stock. In order to measure magnetic-field emission, a three-axial magnetic-field sensor is used and connected to data process system. The AC magnetic field is checked and analysis through BNC output, DAQ cad and notebook PC. The spectral analysis is performed by short time Fourier transform(STFT) for time-domain emission signal.

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가시화 영상의 웨이브렛 해석 (Wavelet Analysis of Visualized Image)

  • 박영식;김옥규
    • 융합신호처리학회논문지
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    • 제8권3호
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    • pp.143-148
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    • 2007
  • 영상처리에 있어서 갑작스러운 신호와 불확실한 시스템의 특징을 정확하게 표현하기 위하여 많은 연구가 수행되어 왔다. 많이 알려진 퓨리어 변환은 임의 신호의 주파수 해석에 폭넓게 사용되어 왔다. 그러나 이 방법은 시간 축에서 발생하는 갑작스러운 신호 변환과 비정상적인 신호를 주파수 변환 영역에서 나타낼 수 없으므로 유용하지 않다. 본 논문은 이산 웨이브렛을 이용한 영상해석을 하였다. 이는 웨이브렛 영역에서의 극대치는 Lipschitz 지수 표현이 가능하고, 또한 극대치만 사용하여 영상 데이터의 윤곽선 및 데이터 특성을 표현하는 유용함을 나타내었다. 더욱이 적은 극대치만을 사용하여 본래 영상을 재생하는 것도 가능하게 되었다. fractal 해석은 예로서 적용되었다. 그리고, 모형 배에서 기름 띠의 가시화 영상이 해석되었다. 극대치 해석으로 fractal 변수를 구하고, 가시화 영상 해석의 실험으로 양호한 결과를 얻었다.

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Time-varying characteristics analysis of vehicle-bridge interaction system using an accurate time-frequency method

  • Tian-Li Huang;Lei Tang;Chen-Lu Zhan;Xu-Qiang Shang;Ning-Bo Wang;Wei-Xin Ren
    • Smart Structures and Systems
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    • 제33권2호
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    • pp.145-163
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    • 2024
  • The evaluation of dynamic characteristics of bridges under operational traffic loads is a crucial aspect of bridge structural health monitoring. In the vehicle-bridge interaction (VBI) system, the vibration responses of bridge exhibit time-varying characteristics. To address this issue, an accurate time-frequency analysis method that combines the autoregressive power spectrum based empirical wavelet transform (AR-EWT) and local maximum synchrosqueezing transform (LMSST) is proposed to identify the time-varying instantaneous frequencies (IFs) of the bridge in the VBI system. The AR-EWT method decomposes the vibration response of the bridge into mono-component signals. Then, LMSST is employed to identify the IFs of each mono-component signal. The AR-EWT combined with the LMSST method (AR-EWT+LMSST) can resolve the problem that LMSST cannot effectively identify the multi-component signals with weak amplitude components. The proposed AR-EWT+LMSST method is compared with some advanced time-frequency analysis techniques such as synchrosqueezing transform (SST), synchroextracting transform (SET), and LMSST. The results demonstrate that the proposed AR-EWT+LMSST method can improve the accuracy of identified IFs. The effectiveness and applicability of the proposed method are validated through a multi-component signal, a VBI numerical model with a four-degree-of-freedom half-car, and a VBI model experiment. The effect of vehicle characteristics, vehicle speed, and road surface roughness on the identified IFs of bridge are investigated.

Two-ray 페이딩 환경에서 OFDM의 ICI 분석 (ANALYSIS OF ICI FOR OFDM ON THE TWO-RAY FADING ENVIRONMENT)

  • 정영모;이상욱
    • 한국방송∙미디어공학회:학술대회논문집
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    • 한국방송공학회 1996년도 학술대회
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    • pp.51-54
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    • 1996
  • In this paper, an interchannel interference (ICI) and symbol error probability for orthogonal frequency division multiplexing (OFDM) on the two-ray fading environment are obtained analytically. From the analysis results, it is found that the ICI is a Gaussian random variable and its variance depends on the subchannel location, normalized time delay, and the number of subchannels. In addition, the OFDM signal without guard interveal is found to yield an irreducible error even at high signal to noise ratio due to the ICI.

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FFT를 이용한 Hertzian Contact 해석 (Analysis of Hertzian Contact using East Fourier Transform)

  • 구영필;조용주
    • Tribology and Lubricants
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    • 제14권4호
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    • pp.121-127
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    • 1998
  • In this study, a numerical procedure to solve a contact problem has been developed. The procedure takes advantage of signal processing technique in frequency domain to achieve shorter computing time. Boussinesq's equation was adopted as the response function. This procedure is applicable to a non-periodic surface profile as well as a periodic one. The validity of this procedure has been established by comparing the numerical results with the exact solutions. The fastness of this procedure was shown in comparison with other algorithm.

Development of a DTV RF Signal Capture, Analysis, and Regeneration System

  • Kwon Tae-Hoon;Mok Ha-Kyun;Suh Young-Woo
    • 한국방송∙미디어공학회:학술대회논문집
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    • 한국방송공학회 2003년도 정기총회 및 학술대회
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    • pp.175-179
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    • 2003
  • In this paper, we developed a DTV RF (Radio frequency) capture, analysis, and regeneration system adapting digital signal processing and high speed hard disk interfacing techniques and analyzed characteristics of captured RF signal. This system can be used in the various field of DTV transmission because this system can capture the receiving real DTV signals and analyze captured RF signals that contain the complex characteristics of the real-world RF environments and regenerate it in a laboratory without the performance degradation. The system can capture and replay the DTV RF signals in real-time on hard disk. Therefore, there is no limit for the amount of captured data with in the installed storage capacity. We can expect various possible applications for this system such as a tool for the development of the receiver performance analysis, design, and analysis for the DTV coverage areas, etc. This system can also be used as RF signal analyzer.

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