디지털 의료영상에서 위너스펙트럼(Wiener spectrum)의 보정방법

김정민(Jung-Min Kim) · 이기성(Ki-Sung Lee) · 김유현(You-Hyun Kim) 대한방사선과학회(구 대한방사선기술학회) 2009 방사선기술과학 Vol.32 No.1

노이즈를 평가하는 방법은 Root Mean Square(RMS) 입상도, 자기상관함수, 위너스펙트럼이 있다. RMS입상도는 광자데이터의 표준편차로 나타내며, 자기상관함수는 거리변화에 따른 1차원함수를 중적분하여 얻어진다. 그리고 자기상관함수를 푸리에 변환하면 노이즈 파워 스펙트럼이 되고, 화상에서는 이것을 위너스펙트럼이라고 한다. 위너스펙트럼은 노이즈 자체만을 표현할 뿐 아니라 해상특성을 나타내는 Modulation Transfer Function(MTF)과 함께 Detective Quantum Efficiency(DQE)를 산출하는 중요한 요소가 된다. 제시된 위너스펙트럼의 평가기술은 교육현장에서 그 개념을 교육하거나 임상 환경에서 시설에 알맞은 디지털 영상 검출기를 선택하고 디지털 영상 시스템의 영상품질을 유지 보수하는데 도움이 될 것으로 기대한다. Noise evaluation for an image has been performed by root mean square (RMS) granularity, autocorrelation function (ACF), and Wiener spectrum. RMS granularity stands for standard deviation of photon data and ACF is acquired by integration of 1 D function of distance variation. Fourier transform of ACF results in noise power spectrum which is called Wiener spectrum in image quality evaluation. Wiener spectrum represents noise itself. In addition, along with MTF, it is an important factor to produce detective quantum efficiency (DQE). The proposed evaluation method using Wiener spectrum is expected to contribute to educate the concept of Wiener spectrum in educational organizations, choose the appropriate imaging detectors for clinical applications, and maintain image quality in digital imaging systems.

광역계통의 실시간해석을 위한 고속 저주파수 파라미터 추정

김은주(Eun-Ju Kim),심관식(Kwan-Shik Shim),김용구(Yong-Gu Kim),김의선(Eui-Sun Kim),남해곤(Hae-Kon Nam),임영철(Young-Chul Lim) 대한전기학회 2009 전기학회논문지 Vol.58 No.6

This paper presents a Fourier based algorithm for estimating the parameters of the low frequency oscillating modes. The proposed methods estimates various parameters(frequency, damping factor, mode magnitude, phase) by fitting Fourier spectrum and phase with a damped exponential cosine function. Dominant frequency is selected by taking frequency corresponding to the peak spectrum, and damping factor is estimated using the left/right spectra of Fourier spectrum. In addition, mode magnitude is calculated by the normalized peak spectrum, and phase is estimated from spectrum phase. Also, we introduce an accuracy index in order to determine the accuracy of the estimated parameters, and the index is calculated using the deviations of the peak spectrum and the left/right spectra. The parameter estimation methods proposed in this paper include very simple arithmetical processes, so the algorithms are simple and the calculation speed is very fast. The proposed methods are applied to test functions with two dominant modes. The results show that the proposed methods are highly applicable to low frequency parameter estimation.

Spectrum Analysis with Adaptive Precision for Space Vector Pulse Width Modulation

Guoqiang Chen,Jianli Kang 보안공학연구지원센터 2016 International Journal of Signal Processing, Image Vol.9 No.8

Aiming at the problem that the theoretical spectrum expression of the output voltage waveform in the space vector pulse width modulation strategy is often extremely complicated, most tedious and quite error-prone, the study develops a universal procedure and algorithm with adaptive precision to analyze the harmonic spectrum. The key steps and technique of the procedure and algorithm are given firstly. The algorithm steps include storing the switching states and the vector sequences, computing the basic space vector duration time, storing the duration time, sampling output voltage values and computing the spectrum using the fast Fourier transform algorithm. The sampling number doubles in each iteration for the next iteration. The adaptive precision is realized through controlling the amplitude or magnitude error between the current result and the previous result. The realization method and the key codes are presented secondly. Finally, three numerical experiments are presented to verify the developed algorithm, and the results verify its correctness, reliability and convenience.

동해 너울에 대한 웨이블릿 분석

김태림(Kim, Tae-Rim),이동영(Lee, Dong-Young) 한국해안해양공학회 2008 한국해안해양공학회 논문집 Vol.20 No.6

2008년 2월에 동해안에서 발생하였던 너울 관측 자료에 대하여 웨이블릿 방법을 사용하여 분석하였다. 시간에 따른 파군, 첨두 주파수 및 스펙트럼의 변화를 볼 수 있었으며 그 결과를 시간에 따라 평균하여 푸리에 스펙트럼과 비교한 결과 시간에 따른 형태나 첨두 주기의 변화는 유사하게 나왔으나 첨두 주파수 에너지와 유의 파고에 있어서는 차이를 나타냈다. 웨이블릿 분석 방법은 주파수 뿐 만 아니라 시간에 따른 스펙트럼의 변화를 볼 수 있어서 이상 파랑이나 갑작스러운 너울과 같은 일시적이고 불규칙적인 현상 연구에 효과적 것인으로 보이며 향후 우리나라 파랑 자료에 대한 많은 적용과 분석 연구가 필요하다. Swell data observed in the East Sea in February, 2008 were analyzed using wavelet method. The wavelet analyzed results show detailed time series variation of wave group, peak frequency and spectrum. The comparison of time averaged wavelet spectrum with fourier spectrum turn out to be very similar in terms of spectrum shape and peak frequency evolution but the peak frequency wave energy and the significant wave height show discrepancies. Wavelet analysis can detect the change of spectrum in time as well as in frequency and very efficient to study transient and irregular phenomena such as freak waves and abnormal swells in the ocean. More analysis with more wave data are needed for future application.

Digital Halftoning Using an Error Diffusion Filter Optimized for the Blue Noise in Every Uniform Tone Value

Junghyeun Hwang,Hisakazu Kikuchi,Shogo Muramatsu,Jaeho Shin 대한전자공학회 2009 ITC-CSCC :International Technical Conference on Ci Vol.2009 No.7

In this paper, we propose an error diffusion halftoning algorithm for grayscale image using blue noise spectra. The algorithm is search for the error diffusion filter coefficients in all gray levels (i.e. intensity levels) by optimizing the total error between the obtained Fourier spectrum and the designed blue noise spectrum for blue noise mask (BNM). At each gray level, BNM is designed so that the pattern has the construction of binary patterns, and also its power spectrum has blue noise (high frequency) characteristics in the frequency domain which are the human visual system (HVS). Experimental results show that error diffusion filter is obtained to design BNM according to various parameters of the binary pattern power spectrum manipulation algorithm (BIPPSMA).

Simulation of nonstationary wind in one-spatial dimension with time-varying coherence by wavenumber-frequency spectrum and application to transmission line

Xiongjun Yang,Ying Lei,Lijun Liu,Jinshan Huang 국제구조공학회 2020 Structural Engineering and Mechanics, An Int'l Jou Vol.75 No.4

Practical non-synoptic fluctuating wind often exhibits nonstationary features and should be modeled as nonstationary random processes. Generally, the coherence function of the fluctuating wind field has time-varying characteristics. Some studies have shown that there is a big difference between the fluctuating wind field of the coherent function model with and without time variability. Therefore, it is of significance to simulate nonstationary fluctuating wind field with time-varying coherent function. However, current studies on the numerical simulation of nonstationary fluctuating wind field with time-varying coherence are very limited, and the proposed approaches are usually based on the traditional spectral representation method with low simulation efficiency. Especially, for the simulation of multi-variable wind field of large span structures such as transmission tower-line, not only the simulation is inefficient but also the matrix decomposition may have singularity problem. In this paper, it is proposed to conduct the numerical simulation of nonstationary fluctuating wind field in one-spatial dimension with time-varying coherence based on the wavenumber-frequency spectrum. The simulated multivariable nonstationary wind field with time-varying coherence is transformed into one-dimensional nonstationary random waves in the simulated spatial domain, and the simulation by wavenumber frequency spectrum is derived. So, the proposed simulation method can avoid the complicated Cholesky decomposition. Then, the proper orthogonal decomposition is employed to decompose the time-space dependent evolutionary power spectral density and the Fourier transform of time-varying coherent function, simultaneously, so that the two-dimensional Fast Fourier transform can be applied to further improve the simulation efficiency. Finally, the proposed method is applied to simulate the longitudinal nonstationary fluctuating wind velocity field along the transmission line to illustrate its performances.

Probabilistic study of the influence of ground motion variables on response spectra

Yazdani, Azad,Takada, Tsuyoshi Techno-Press 2011 Structural Engineering and Mechanics, An Int'l Jou Vol.39 No.6

Response spectra of earthquake ground motions are important in the earthquake-resistant design and reliability analysis of structures. The formulation of the response spectrum in the frequency domain efficiently computes and evaluates the stochastic response spectrum. The frequency information of the excitation can be described using different functional forms. The shapes of the calculated response spectra of the excitation show strong magnitude and site dependency, but weak distance dependency. In this paper, to compare the effect of the earthquake ground motion variables, the contribution of these sources of variability to the response spectrum's uncertainty is calculated by using a stochastic analysis. The analytical results show that earthquake source factors and soil condition variables are the main sources of uncertainty in the response spectra, while path variables, such as distance, anelastic attenuation and upper crust attenuation, have relatively little effect. The presented formulation of dynamic structural response in frequency domain based only on the frequency information of the excitation can provide an important basis for the structural analysis in some location that lacks strong motion records.

Probabilistic study of the influence of ground motion variables on response spectra

Azad Yazdani,Tsuyoshi Takada 국제구조공학회 2011 Structural Engineering and Mechanics, An Int'l Jou Vol.39 No.6

Response spectra of earthquake ground motions are important in the earthquake-resistant design and reliability analysis of structures. The formulation of the response spectrum in the frequency domain efficiently computes and evaluates the stochastic response spectrum. The frequency information of the excitation can be described using different functional forms. The shapes of the calculated response spectra of the excitation show strong magnitude and site dependency, but weak distance dependency. In this paper, to compare the effect of the earthquake ground motion variables, the contribution of these sources of variability to the response spectrum’s uncertainty is calculated by using a stochastic analysis. The analytical results show that earthquake source factors and soil condition variables are the main sources of uncertainty in the response spectra, while path variables, such as distance, anelastic attenuation and upper crust attenuation, have relatively little effect. The presented formulation of dynamic structural response in frequency domain based only on the frequency information of the excitation can provide an important basis for the structural analysis in some location that lacks strong motion records.

부등침하를 받는 회전 쉘의 최대응답 추정에 관한 연구

정명채 한국전산구조공학회 1997 전산구조공학 Vol.10 No.3

본 논문의 목적은 부등침하를 받는 회전 쉘의 최대 응답과 표준편차와의 관계를 규명하는 것이다. 이를 위해 표준편차에 대한 최대응답의 비(.eta.)및 그 개략값(.eta./sub apr/)를 통계적 수법으로 조사하였다. 또한 탁월차수(predoninant harmonic number)의 함수로 표현되는 .eta./sub apr/을 구하기 위한 식을 제안하였다. 한편 침하는 Fourier급수로 표시하였다. 이때 각 항은 2개의 계수를 포함하게 되는데 하나는 진폭 스펙트럼이고 다른 하나는 위상각이다. 여기서는 위상각은 확률변수로, 진폭은 확정값으로 가정하였다. 해석에서는 .eta., .eta./sub apr/의 특성을 조사하기 위해 2가지 type의 진폭 스펙트럼을 실측데이터를 근거로 설정한 후, 각 type에 대해 100 sample씩의 위상각을 가정하여 사용하였다. .eta.,.eta./sub apr/은 응답의 종류, 쉘의 위치 그리고 진폭 스텍트럼의 type에 상관없이 거의 일정한 값으로 분포하며 그 값은 2.0에서 2.5사이의 값이 된다. 또한 .eta./sub apr/의 값은 .eta.의 값과 거의 비슷하지만 약간 큰 값으로 나타났다. 결론으로 부등침하를 받는 회전 쉘의 최대 응답은 표준편차의 .eta./sub apr/(약 2.5)배 임을 밝히고 있다. The objective of this paper is to study arelationship between maximum response and its standard deviation of rotational shells that are subjected to uneven settlements. For this, the ratio, .eta, of the maximum response to standard deviation and it's approximate, .eta./sub apr/, are investigated by stochastic methods. Also, an equation for .eta./sub apr/, that is a function of predominant harmonic number is suggested. The settlements are represented by the Fourier series. Each term in the series contains two coefficients; the amplitude and the phase angle. It is assumed that phase angles are random variables and amplitudes are deterministic. To investigate the characteristics of .eta. and .eta./sub apr/, 100 phase angles for two types of artificial amplitudes spectra are used in the analysis. .eta. and .eta./sub apr/, are almost constant regardless of amplitude type, position of a shell or type of responses; they fall into from 2.0 to 2.5. .eta./sub apr/ is always close to .eta., but tends to be somewhat greater. It may be concluded that a maximum responses of rotational shells subjected to uneven settlements are .eta./sub apr/ (about 2.5) times of its standard deviation. It is considered that this result is used when we design rotational shell structures subjected to differential settlements.

부등침하를 받는 회전 쉘의 최대응답 추정에 관한 연구

정명채 한국전산구조공학회 1997 한국전산구조공학회논문집 Vol.10 No.3

본 논문의 목적은 부등침하를 받는 회전 쉘의 최대 응답과 표준편차와의 관계를 규명하는 것이다. 이를 위해 표준편차에 대한 최대응답의 비(.eta.)및 그 개략값(.eta.apr)를 통계적 수법으로 조사하였다. 또한 탁월차수(predoninant harmonic number)의 함수로 표현되는 .eta.apr을 구하기 위한 식을 제안하였다. 한편 침하는 Fourier급수로 표시하였다. 이때 각 항은 2개의 계수를 포함하게 되는데 하나는 진폭 스펙트럼이고 다른 하나는 위상각이다. 여기서는 위상각은 확률변수로, 진폭은 확정값으로 가정하였다. 해석에서는 .eta., .eta.apr의 특성을 조사하기 위해 2가지 type의 진폭 스펙트럼을 실측데이터를 근거로 설정한 후, 각 type에 대해 100 sample씩의 위상각을 가정하여 사용하였다. .eta.,.eta.apr은 응답의 종류, 쉘의 위치 그리고 진폭 스텍트럼의 type에 상관없이 거의 일정한 값으로 분포하며 그 값은 2.0에서 2.5사이의 값이 된다. 또한 .eta.apr의 값은 .eta.의 값과 거의 비슷하지만 약간 큰 값으로 나타났다. 결론으로 부등침하를 받는 회전 쉘의 최대 응답은 표준편차의 .eta.apr(약 2.5)배 임을 밝히고 있다. The objective of this paper is to study arelationship between maximum response and its standard deviation of rotational shells that are subjected to uneven settlements. For this, the ratio, .eta, of the maximum response to standard deviation and it's approximate, .eta.apr, are investigated by stochastic methods. Also, an equation for .eta.apr, that is a function of predominant harmonic number is suggested. The settlements are represented by the Fourier series. Each term in the series contains two coefficients; the amplitude and the phase angle. It is assumed that phase angles are random variables and amplitudes are deterministic. To investigate the characteristics of .eta. and .eta.apr, 100 phase angles for two types of artificial amplitudes spectra are used in the analysis. .eta. and .eta.apr, are almost constant regardless of amplitude type, position of a shell or type of responses; they fall into from 2.0 to 2.5. .eta.apr is always close to .eta., but tends to be somewhat greater. It may be concluded that a maximum responses of rotational shells subjected to uneven settlements are .eta.apr (about 2.5) times of its standard deviation. It is considered that this result is used when we design rotational shell structures subjected to differential settlements.