• 제목/요약/키워드: Signal Reconstruction

검색결과 425건 처리시간 0.03초

임의의 그래프신호를 위한 고속 샘플링 집합 선택 알고리즘 (Fast Sampling Set Selection Algorithm for Arbitrary Graph Signals)

  • 김윤학
    • 한국전자통신학회논문지
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    • 제15권6호
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    • pp.1023-1030
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    • 2020
  • 임의의 그래프 신호를 복원하기 위해 그래프상의 일부 노드로 구성된 샘플링 집합내의 노드들의 신호값만을 사용하게 되는 경우, 이를 위한 최적의 샘플링 집합 선택 문제에 대해 연구한다. 고도의 계산량을 요구하는 고유값 분해 (eigen decomposition)를 사용하지 않고, 노드를 선택하는 과정에서의 신호 변화값의 차이를 비용함수로 제시한다. 구체적으로, 기존 방식의 비용함수인 신호 복원오차를 최소화하는 대신에 본 연구에서는 신호 변화값의 차이를 비용함수로 채택하여 이를 최소화하는 간단하고 고속의 탐욕 (greedy) 샘플링 집합선택 알고리즘을 제안한다. 기존의 고속알고리즘과 성능평가 비교를 위해 다양한 그래프 신호에 대한 폭넓은 실험을 진행하여, 기존 방식 대비 신호복원 성능감소를 약 7% 이내로 유지하면서 실행시간을 10배이상으로 단축하였음을 보인다.

Towards the Reconstruction of Time-dependent Vibronic States from Nonlinear Wavepacket Interferometry Signals

  • Humble, Travis S.;Cina, Jeffrey A.
    • Bulletin of the Korean Chemical Society
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    • 제24권8호
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    • pp.1111-1118
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    • 2003
  • We present one-color nonlinear wavepacket interferometry (WPI) signal calculations for a system of two electronic levels and one vibrational degree of freedom. We consider two cases, a displaced harmonic oscillator system, which can be treated analytically, and a model photodissociative system, whose WPI signal must be calculated by numerical wavepacket propagation. We show how signals obtained with different combinations of intrapulse-pair phase shifts can be combined to isolate the complex-valued overlap between a given onepulse target wavepacket and a variable three-pulse reference wavepacket. We demonstrate that with a range of inter- and intrapulse-pair delays the complex overlaps and variable reference states can be used to reconstruct the target wavepacket. We compare our results with previous methods for vibronic state reconstruction based on linear WPI and discuss further generalizations of our method.

Reconstruction of Dispersive Lamb Waves in Time Plates Using a Time Reversal Method

  • Jeong, Hyun-Jo
    • 비파괴검사학회지
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    • 제28권1호
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    • pp.59-63
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    • 2008
  • Time reversal (TR) of nondispersive body waves has been used in many applications including ultrasonic NDE. However, the study of the TR method for Lamb waves on thin structures is not well established. In this paper, the full reconstruction of the input signal is investigated for dispersive Lamb waves by introducing a time reversal operator based on the Mindlin plate theory. A broadband and a narrowband input waveform are employed to reconstruct the $A_0$ mode of Lamb wave propagations. Due to the frequency dependence of the TR process of Lamb waves, different frequency components of the broadband excitation are scaled differently during the time reversal process and the original input signal cannot be fully restored. This is the primary reason for using a narrowband excitation to enhance the flaw detectability.

경계요소법을 이용한 음원의 자유음장 복원에 대한 연구 (A study for the- reconstruction of free field sound source from the measured data in a closed wall by using Boundary Element Method)

  • 최한림;이덕주
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2000년도 춘계학술대회논문집
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    • pp.1747-1751
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    • 2000
  • It is well known that acoustic signals, even measured in an anechoic chamber, can be contaminated due to the wall interference. Therefore, it is necessary to reconstruct the original signal from the measured data, which is very critical for the case of measurement of source signal in a water tunnel. In this thesis, new methods for the reconstruction of sound sources are proposed and validated by using Boundary Element Method from measured data in a closed space. The inverse Helmholtz integral equation and its normal derivative are used for the reconstruction of sound sources in a closed space. An arbitrary Kirchhoff surface over the sources is proposed to solve the surface information instead of direct solution for the source. Although sound sources are not directly known by the inverse Helmholtz equation, the original sound source of pressure-field outside of the wall can be indirectly obtained by using this new method.

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심자도 신호를 이용한 전류원 재구성 (Source Current Reconstruction Based on MCG Signal)

  • 권혁찬;이용호;김진목
    • Progress in Superconductivity
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    • 제4권1호
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    • pp.48-52
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    • 2002
  • When applying a SQUID system for diagnosing heart disease, it is informative to obtain the source current distributions from the measured MCG (magnetocardiogram) signals since the bioelectric activity in the heart is generally represented by distributed current sources. In order to estimate the Primary current distribution in a heart, the minimum norm estimate was computed, assuming a source plane below the chest surface. In the simulation, current distributions, which were computed for the test dipoles represented well the essential feature of the test-current configurations. Source current reconstruction was performed for MCG signal of a healthy volunteer, which was recorded using a 40-channel SQUID system in a magnetically shielded room. It was found that the obtained current distribution is consistent with the electrical activity in a heart.

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Wavelet Packet을 이용한 Network 상의 음성 코드에 관한 연구 (A Study of Speech Coding for the Transmission on Network by the Wavelet Packets)

  • 백한욱;정진현
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2000년도 하계학술대회 논문집 D
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    • pp.3028-3030
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    • 2000
  • In general. a speech coding is dedicated to the compression performance or the speech quality. But. the speech coding in this paper is focused on the performance of flexible transmission to the, network speed. For this. the subbanding coding is needed. which is used the wavelet packet concept in the signal analysis. The extraction of each frequency-band is difficult to general signal analysis methods, after coding each band, the reconstruction of these is also a difficult problem. But. with the wavelet packet concept(perfect reconstruction) and its fast computation algorithm. the extraction of each band and the reconstruction are more natural. Also, this paper describes a direct solution of the voice transmission on network and implement this algorithm at the TCP/IP network environment of PC.

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새로운 Mexican Hat, $L^1$-웨이브릿의 이산복원정리와 그 응용 (New Mexican Hat, a Discrete Reconstruction Theorem of $L^1$-Wavelets and Their Applications)

  • 안주원;허영대;권기룡;류권열;문광석
    • 한국멀티미디어학회논문지
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    • 제3권5호
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    • pp.461-469
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    • 2000
  • 해석학 분야의 한 갈래인 웨이브릿 해석에서 CWT(continuous wavelet transform)는 Plancherel 형태의 복원정리가 성립하고, 웨이브릿 급수는 frame 이론과 다해상도 분석이론(multiresolution analysis; MRA)을 활용한 이산복원정리가 성립한다. 복원정리가 만들어짐에 따라 이에 상응하는 웨이브릿이 생성되는데, CWT에서는 허용조건(admissibility condition)을 만족하는 Basic 웨 이브릿이고, 웨이브릿 급수에서는 MRA를 이용한 Daubechies 웨이브릿, frame 이론을 이용한 Meyer 웨이브릿 등을 생각할 수 있다. 본 논문에서는 CWT에서 사용한 허용조건을 자연스럽게 확장함으로써 기존의 것보다 간편하고 활용도가 우수한 이 산복원정리를 발견하고, 이에 상응하는 보다 만들기 쉬운 새로운 형태의 $L^1$-웨이브릿 군을 개발함을 목적으로 한다. 본 연구에서 개발한 새로운 웨이브릿을 사용하여 시간-주파수에서의 신호 복원 및 분석에 응용한다.

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마이크로폰 어레이를 이용한 회전하는 소음원 가시화에 관한 연구 (Study on Be-Dopplerization Technique for Rotating Source Localization)

  • 박성;이재형;최종수;김재무;이욱
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2005년도 추계학술대회논문집
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    • pp.200-204
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    • 2005
  • The use of beamforming method and de-Dopplerization technique was applied in studying the rotating sound sources. Acoustic analysis of a moving sound source required that the measured sound signals be do-Dopplerized and restored as of the original emission signals. Two main issues of the signal reconstruction in time domain are addressed herein: First, to remove Doppler effect from the measured data and to restore the original emission data of the moving source. The difference of the time domain beamforming from the frequency domain beamforming was mentioned. Also, the time domain beamforming method is deployed in the test and the comparisons were made to the frequency domain results. The time domain signal reconstruction was numerically simulated prior to the application. To validate the de-Dopplerization Performance, the rotating Point sources were examined and localized by the use of a phased array of microphone. The application of prop-rotor was conducted in a hovering condition. The results of reconstructing time signals of rotating sources and its locations were shown in the power distribution maps. In the prop-rotor measurements, the acoustic source locations were successfully verified in varying positions for different frequencies of interest.

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Electrocardiogram Signal Compression with Reconstruction via Radial Basis Function Interpolation Based on the Vertex

  • Ryu, Chunha;Kim, Tae-Hun;Kim, Jungjoon;Choi, Byung-Jae;Park, Kil-Houm
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • 제13권1호
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    • pp.31-38
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    • 2013
  • Patients with heart disease need long-term monitoring of the electrocardiogram (ECG) signal using a portable electrocardiograph. This trend requires the miniaturization of data storage and faster transmission to medical doctors for diagnosis. The ECG signal needs to be utilized for efficient storage, processing and transmission, and its data must contain the important components for diagnosis, such as the P wave, QRS-complex, and T wave. In this study, we select the vertex which has a larger curvature value than the threshold value for compression. Then, we reconstruct the compressed signal using by radial basis function interpolation. This technique guarantees a lower percentage of root mean square difference with respect to the extracted sample points and preserves all the important features of the ECG signal. Its effectiveness has been demonstrated in the experiment using the Massachusetts Institute of Technology and Boston's Beth Israel Hospital arrhythmia database.

Feature Compensation Combining SNR-Dependent Feature Reconstruction and Class Histogram Equalization

  • Suh, Young-Joo;Kim, Hoi-Rin
    • ETRI Journal
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    • 제30권5호
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    • pp.753-755
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    • 2008
  • In this letter, we propose a new histogram equalization technique for feature compensation in speech recognition under noisy environments. The proposed approach combines a signal-to-noise-ratio-dependent feature reconstruction method and the class histogram equalization technique to effectively reduce the acoustic mismatch present in noisy speech features. Experimental results from the Aurora 2 task confirm the superiority of the proposed approach for acoustic feature compensation.

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