• 제목/요약/키워드: Signal decomposition

검색결과 394건 처리시간 0.031초

압축기 흡입배관 압력 맥동 특성의 실험 및 해석 (Analysis and Experiment of Pressure Pulsation in a Suction Pipe of Compressor)

  • 오한음;정의봉;안세진;김민성
    • 한국소음진동공학회논문집
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    • 제24권10호
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    • pp.756-762
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    • 2014
  • This paper dealt with numerical estimation of the pressure pulsation of the refrigerant in a suction pipe of the compressor. The behavior of the pressure pulsation was assumed to satisfy the wave equation. The boundary conditions and properties of refrigerant are necessary as input data of the simulation. The pulsating pressures at 15 points in a pipe were measured simultaneously from the pressure transducers. From the experimental data, the complex phase speed and impedance at the end of the pipe of the refrigerant were estimated using the signal processing and used as the input conditions of the numerical analysis. A commercial acoustic software was used to solve the behavior of pressure pulsation. The numerical results for the pressure pulsation in a pipe with and without expansion chamber were carried out and compared with those by experiments. Finally, numerical procedure to estimate the pressure pulsation in a pipe was established and verified.

Efficient Design of SVD-Based 2-D Digital Filters Using Specification Symmetry and Order-Selecting Criterion

  • Deng, Tian-Bo;Eriko Saito;Eiji Okamoto
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2002년도 ITC-CSCC -3
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    • pp.1784-1787
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    • 2002
  • Two-dimensional (2-D) digital filters are widely useful inn image processing and other 2-D digital signal processing fields, but designing 2-D filters is much more difficult than designing one-dimensional (1-D) ones. This paper provides a new insight into the existing singular value decomposition (SVD)-based design approach in the sense that the SVD-based design can be performed more efficiently by exploiting the symmetries of the given 2-D magnitude specifications. By using the specification symmetries. only half of the 1-D filters (sub-filters) need to be designed. which significantly simplifies the design process and reduces the computer storage required for 1-D sub-filter coefficients. Another novel point of this paper si that an objective criterion is proposed for selecting appropriate sub-filter orders in order to reduce the hardware implementation cost. A design example is given to illustrate the effectiveness of the SVD-based design approach by exploiting specification symmetry and new order-selecting criterion.

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하향링크 MC-CMDMA 시스템을 위한 간단한 미상 채널 추정 방법 (Simple Blind Channel Estimation Scheme for Downlink MC-CDMA Systems)

  • 서방원
    • 한국통신학회논문지
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    • 제37권6A호
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    • pp.480-487
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    • 2012
  • 다중 반송파 부호 분할 다중 접속 (MC-CDMA) 시스템을 위한 기존의 미상 채널 추정 방법들은, 수신 신호의 공분산 행렬에 대한 역행렬을 구하거나, 그 공분산 행렬에 대한 고유치 분해를 필요로 하기 때문에, 매우 많은 계산량을 필요로 한다. 따라서, 이러한 방법들은 복잡성 때문에 하향링크 시스템의 수신기에서는 사용하기가 어려운 방법들이다. 본 논문에서는 하향링크 MC-CDMA 시스템에 적합한 매우 낮은 복잡성을 갖는 간단한 미상 채널 추정 방법을 제안한다. 그리고, 모의 실험을 통해, 낮은 복잡성에도 불구하고, 제안하는 채널 추정 방법이 기존 방법들보다 더 우수한 채널 추정 성능과 비트 오율 성능을 나타낸다는 것을 보인다.

웨이블렛 변환과 신경망을 이용한 음향방출신호의 자동분류에 관한연구 (A Study on Auto-Classification of Acoustic Emission Signals Using Wavelet Transform and Neural Network)

  • 박재준;김면수;오승헌;강태림;김성홍;백관현;오일덕;송영철;권동진
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2000년도 하계학술대회 논문집 C
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    • pp.1880-1884
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    • 2000
  • The discrete wavelet transform is utilized as preprocessing of Neural Network(NN) to identify aging state of internal partial discharge in transformer. The discrete traveler transform is used to produce wavelet coefficients which are used for Classification. The statistical parameters (maximum of wavelet coefficients, average value, dispersion, skewness, kurtosis) using the wavelet coefficients are input into an back-propagation neural network. The neurons whose weights have obtained through Result of Cross-Validation. The Neural Network learning stops either when the error rate achieves an appropriate minimum or when the learning time overcomes a constant value. The networks, after training, can decide if the test signal is Early Aging State or Last Aging State or normal state.

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A new damage index for detecting sudden change of structural stiffness

  • Chen, B.;Xu, Y.L.
    • Structural Engineering and Mechanics
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    • 제26권3호
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    • pp.315-341
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    • 2007
  • A sudden change of stiffness in a structure, associated with the events such as weld fracture and brace breakage, will cause a discontinuity in acceleration response time histories recorded in the vicinity of damage location at damage time instant. A new damage index is proposed and implemented in this paper to detect the damage time instant, location, and severity of a structure due to a sudden change of structural stiffness. The proposed damage index is suitable for online structural health monitoring applications. It can also be used in conjunction with the empirical mode decomposition (EMD) for damage detection without using the intermittency check. Numerical simulation using a five-story shear building under different types of excitation is executed to assess the effectiveness and reliability of the proposed damage index and damage detection approach for the building at different damage levels. The sensitivity of the damage index to the intensity and frequency range of measurement noise is also examined. The results from this study demonstrate that the damage index and damage detection approach proposed can accurately identify the damage time instant and location in the building due to a sudden loss of stiffness if measurement noise is below a certain level. The relation between the damage severity and the proposed damage index is linear. The wavelet-transform (WT) and the EMD with intermittency check are also applied to the same building for the comparison of detection efficiency between the proposed approach, the WT and the EMD.

빔공간-영역 다채널 비음수 행렬 분해 알고리즘을 이용한 음원 분리 기법 Part I: 빔공간-영역 다채널 비음수 행렬 분해 시스템 (Audio Source Separation Method Based on Beamspace-domain Multichannel Non-negative Matrix Factorization, Part I: Beamspace-domain Multichannel Non-negative Matrix Factorization system)

  • 이석진;박상하;성굉모
    • 한국음향학회지
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    • 제31권5호
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    • pp.317-331
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    • 2012
  • 본 논문에서는 다채널 음향 신호의 음원 분리를 수행하기 위하여, 빔공간-영역에서 다채널 비음수 행렬 분해 기법을 이용하는 음원 분리 시스템을 제안한다. 비음수 행렬 분해(NMF) 기법은 음원 분리에서 최근 널리 쓰이는 알고리즘이며, 특히 최근에는 다채널 비음수 행렬 분해(MC-NMF) 기법으로 발전하여 다채널 음향 신호에 대해서 적용되고 있다. 본 논문에서 제안하는 다채널 비음수 행렬 분해 기법은 빔공간-영역에서 수행되어, 기존의 다채널 비음수 행렬 분해 기법에 비해 좋은 성능을 가진다. 제안되는 비음수 행렬 분해 기법은 SiSEC 2010의 데이터셋을 이용하여 검증되었다.

Wavelet 변환을 이용한 고장 전류의 판별에 관한 연구 (A Study on the Application of Wavelet Transform to Faults Current Discrimination)

  • 정종원;조현우;김태우;이준탁
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 2002년도 추계학술대회 및 정기총회
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    • pp.427-430
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    • 2002
  • Recently the subject of "wavelet analysis" has be drawn by both mathematical and engineering application fields such as Signal Processing, Compression/Decomposition, Wavelet-Neural Network, Statistics and etc. Even though its similar to Fourier analysis, wavelet is a versatile tool with much mathematical content and great potential for applications. Especially, wavelet transform uses localizable various mother wavelet functions in time-frequency domain. Therefore, wavelet transform has good time-analysis ability for high frequency component, and has good frequency-analysis ability for low frequency component. Using the discriminative ability is more easy method than other conventional techniques. In this paper, Morlet wavelet transform was applied to discriminate the kind of line fault by acquired data from real power transformation network. The experimental result presented that Morlet wavelet transform is easier,and more useful method than the FFT (Fast Fourier Transform).

MIMO 시스템에서 최적 검출 기법을 위한 궤환 Semi-Definite Relaxation 검출기 (Feedback Semi-Definite Relaxation for near-Maximum Likelihood Detection in MIMO Systems)

  • 박수빈;이동진;변윤식
    • 한국통신학회논문지
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    • 제33권12C호
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    • pp.1082-1087
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    • 2008
  • MIMO 시스템에서 ML 검출 기법은 많은 다른 검출기들보다 우수한 성능을 보인다. 그러나 ML 검출기법은 NP-hard 문제로 인해 실제 시스템에서 사용하기 어려운 단점을 가지고 있다. 이것은 polynomial-time 안에 최적의 해 (optimal solution)를 찾을 수 없음을 의미한다. 본 논문에서는 ML problem을 적용한 SDR (Semi-Definite Relaxation)에 궤환기법을 통한 검출 알고리즘을 제안한다. 이는 SDR에 의해 구한 최적의 해를 spectral decomposition을 이용해 우세한 eigenvector를 찾아 송신 신호의 확률 분포를 구하고, 이를 수신 신호에 궤환 시킨다. 이는 또 다른 ML problem으로써 다시 SDR를 통해 최적의 해를 구하고 우세한 eigenvector에 해당하는 송신 신호 확률을 구한다. 이 확률은 ML problem에 해당하는 최적의 값으로 추정 송신 신호를 검출할 수 있다. 이러한 기법을 통해 최적 성능을 갖는 ML 검출 기법의 성능에 보다 더 가깝게 접근하였다.

전압상태변수에 의한 비최적 운용계통에 대한 모선가격산정 및 분해 알고리즘의 개발 (Nodal Price Calculation and Decomposition Algorithm Using Voltage State Variable at Non-Optimal Power System Operation)

  • 김용하;이범;최상규;나인규;조성린;이성준;김동근
    • 조명전기설비학회논문지
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    • 제19권5호
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    • pp.30-38
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    • 2005
  • 본 논문은 비최적인 상태에서 모선가격을 계산할 수 있는 새로운 방법을 제시하였다. 현재 발전기의 출력을 11개로 분류한 가상제약을 사용하여 비최적상태의 잠재가격을 계산하였고 계산된 잠재가격을 이용하여 모선가격을 산정하였다. 최적상태의 잠재가격과 비최적상태의 잠재가격을 비교하여 본 연구에서 제시한 알고리즘의 타당성을 입증하였다.

Synthesis and Characterization of Thallium (Ⅲ) Complexes with Tetracyanoquinodimethane, TI$(TCNQ)_3$ and $TICI_2(TCNQ)_{2.5}$

  • 김미경;김영인;문성배;최성낙
    • Bulletin of the Korean Chemical Society
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    • 제17권5호
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    • pp.424-428
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    • 1996
  • TlCl2(TCNQ)2.5 and Tl(TCNQ)3 were obtained from the reaction of LiTCNQ (TCNQ=tetracyanoquinodimethane) and TlX3 (X=Cl and NO3). These compounds were characterized by spectroscopic(IR, UV, EPR), electrochemical methods, and electrical conductivity measurements. Thermal analysis (TG, DSC) was also conducted. The room temperature electrical conductivities of these compounds are in the range of semiconductors. Spectroscopic studies indicate that Tl(TCNQ)3 has fully ionized TCNQ- ions in a form of simple salt, whereas TlCl2(TCNQ)2.5 is consisted of TCNQ- and TCNQ0 as a complex salt. EPR values of TCNQ- radical anion are 1.999 in both compounds and the signal attributable to metal ion is not observed, suggesting that any unpaired electrons are localized on TCNQ radicals, and metal atoms have diamagnetic state. Ligand decomposition and reduction process are simultaneously progressed in both compounds above at 200 ℃. The endothermic activation energy of TlCl2(TCNQ)2.5 is shown somewhat larger than that of Tl(TCNQ)3, it may be due to Tl-Cl bond strength. The mid-peak potentials of these compounds are very similar to those of TCNQ and the values of Epa and Epc are almost equal to 1. The wave of thallium ion is not detected in cyclic voltammogram, hence the redox processes of the complexes might be mainly localized to the TCNQ ligand rather than thallium ion.