• 제목/요약/키워드: Cross Correlation

검색결과 2,790건 처리시간 0.032초

웨이블릿 교차상관관계를 이용한 변형체 선박의 휘핑 응답 식별 (Identification of Whipping Response using Wavelet Cross-Correlation)

  • 김유일;김정현;김용환
    • 대한조선학회논문집
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    • 제51권2호
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    • pp.122-129
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    • 2014
  • Identification of the whipping response out of the combined wave-vibration response of a flexible sea going vessel is one of the most interesting research topic from ship designer's point of view. In order to achieve this goal, a novel methodology based on the wavelet cross-correlation technique was proposed in this paper. The cross-correlation of the wavelet power spectrum averaged across the frequency axis was introduced to check the similarity between the combined wave-vibration response and impulse response. The calculated cross-correlation of the wavelet power spectrum was normalized by the auto-correlation of the each spectrum with zero time lag, eventually providing the cross-correlation coefficient that stays between 0 and 1, precisely indicating the existence of the impulse response buried in the combined wave-vibration response. Additionally, the weight function was introduced while calculating the cross-correlation of the two spectrums in order to filter out the signal of lower frequency so that the accuracy of the similarity check becomes as high as possible. The validity of the proposed methodology was checked through the application to the artificially generated ideal combined wave-vibration signal, together with the more realistic signal obtained by running 3D hydroelasticity program WISH-Flex. The correspondence of the identified whipping instances between the results, one from the proposed method and the other from the calculated slamming modal force, was excellent.

Measurement-Based Stochastic Cross-Correlation Models of a Multilink Channel in Cooperative Communication Environments

  • Park, Jae-Joon;Kim, Myung-Don;Kwon, Heon-Kook;Chung, Hyun Kyu;Yin, Xuefeng;Fu, Yaoyao
    • ETRI Journal
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    • 제34권6호
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    • pp.858-868
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    • 2012
  • In this paper, stochastic models for the cross-correlation of multiple channels are established based on measurement data collected using a wideband multiple-input multiple-output relay Band Exploration and Channel Sounder system at 3.7 GHz. We propose models for the cross-correlation characteristics of large-scale parameters (LSPs) between two links, that is, the base station and mobile station (MS) link and the relay station and MS link. The LSPs include shadow fading, Rician K-factor, delay spread, angle spread of arrival, and angle spread of departure. Furthermore, models are established for the cross-correlation of the small-scale fading in the impulse responses of two links. The statistics of these model parameters are investigated as functions of geometrical features of the multilink. They are extracted from a large amount of cross-correlation observations, which are obtained in three measurement sites along more than one hundred measurement routes. These models can be used together with the standard single-link channel models for the generation of correlated components, for example, path clusters, in two separate channels.

부분체를 이용한 비선형 수열의 상호상관관계의 효율적인 계산방법 (Computing Method of Cross-Correlation of Non-Linear Sequences Using Subfield)

  • 최언숙;조성진;김석태
    • 한국정보통신학회논문지
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    • 제16권8호
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    • pp.1686-1692
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    • 2012
  • 확산수열(spreading sequence)은 다중 반송파 대역확산(multi-carrier spectrum) 통신시스템과 CDMA와 같은 무선통신에서 중요한 역할을 한다. 이러한 통신 시스템에서 낮은 상호상관관계를 갖는 확산수열은 다중접속 충돌을 최소화하고, 시스템의 보안수준을 가능한 높일 수 있다. 수열을 설계하는 데 있어 상호상관관계를 분석한는 것을 반드시 필요한 절차이다. 상호상관관계를 분석하기 위해서는 많은 계산 시간이 요구된다. 본 논문에서는 비선형 이진수열의 상호상관관계를 실제적으로 계산하는 과정에서 부분체를 이용하여 효과적으로 구하는 방법을 제안한다.

Improved Correlation Identification of Subsurface Using All Phase FFT Algorithm

  • Zhang, Qiaodan;Hao, Kaixue;Li, Mei
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제14권2호
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    • pp.495-513
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    • 2020
  • The correlation identification of the subsurface is a novel electrical prospecting method which could suppress stochastic noise. This method is increasingly being utilized by geophysicists. It achieves the frequency response of the underground media through division of the cross spectrum of the input & output signal and the auto spectrum of the input signal. This is subject to the spectral leakage when the cross spectrum and the auto spectrum are computed from cross correlation and autocorrelation function by Discrete Fourier Transformation (DFT, "To obtain an accurate frequency response of the earth system, we propose an improved correlation identification method which uses all phase Fast Fourier Transform (APFFT) to acquire the cross spectrum and the auto spectrum. Simulation and engineering application results show that compared to existing correlation identification algorithm the new approach demonstrates more precise frequency response, especially the phase response of the system under identification.

Estimation of high-dimensional sparse cross correlation matrix

  • Yin, Cao;Kwangok, Seo;Soohyun, Ahn;Johan, Lim
    • Communications for Statistical Applications and Methods
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    • 제29권6호
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    • pp.655-664
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    • 2022
  • On the motivation by an integrative study of multi-omics data, we are interested in estimating the structure of the sparse cross correlation matrix of two high-dimensional random vectors. We rewrite the problem as a multiple testing problem and propose a new method to estimate the sparse structure of the cross correlation matrix. To do so, we test the correlation coefficients simultaneously and threshold the correlation coefficients by controlling FRD at a predetermined level α. Further, we apply the proposed method and an alternative adaptive thresholding procedure by Cai and Liu (2016) to the integrative analysis of the protein expression data (X) and the mRNA expression data (Y) in TCGA breast cancer cohort. By varying the FDR level α, we show that the new procedure is consistently more efficient in estimating the sparse structure of cross correlation matrix than the alternative one.

경계선추적과 상관계수법을 이용한 부품의 형상인식과 소프트웨어개발 (Shape Recognition of Parts and Software Development by using Border Tracking and Cross Correlatioin Method)

  • 유성민
    • 한국공작기계학회:학술대회논문집
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    • 한국공작기계학회 1998년도 춘계학술대회 논문집
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    • pp.100-105
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    • 1998
  • Image processing was used to recognize parts at various disposition. Non-transpatent tachometer panel for automobile and semi-transparent panel have been used as test specimen. Laplacian filter and various threshold values have been applied for preprocessing and edge following algorithm has been applied. Series of length data between edges have been generated from each image and compared using cross correlation coefficient. The result using cross correlation coefficient. The result using both edge following and cross correlation coefficient was proven to be the best fit for the proposed parts.

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상호상관 PIV를 이용한 예혼합 분무화염의 계측에 관한 연구 (A Study on Measurement of Premixed Spray Flame using Cross-correlation PIV)

  • 양영준;김봉환
    • 에너지공학
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    • 제14권4호
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    • pp.259-267
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    • 2005
  • 예혼합 분무화염의 상세한 연구기구를 관찰하기 위하여 예혼합 분무화염 중의 분무단면상의 확대촬영과 또한 연소시의 순간적 이차원 유동장을 얻기 위해 미소시간차를 가진 2연속 분무단면 화상에 대해 상호 상관 PIV를 적용하였다. PIV에 통상 사용되어지는 펄스 레이저가 아닌 연속발진 레이저를 PIV에 적용하는 기법 등을 나타내었다. 또한 통계적 PIV 해석법을 이용하여 얻은 상호상관 PIV의 결과를 PDA에 의해 측정된 결과와 비교하여, 상호상관 PIV는 PDA의 계측에 의한 결과와 잘 일치한다는 결론에 이르렀다. 연속발진 레이저를 이용한 상호상관 PIV를 예혼합 분무화염에 적용하여 본 연구에서 적용한 기법이 분무화염의 구조를 관찰하는데 매우 유용함을 검증하였다.

SHIP DETECTION APPROACH BASED ON CROSS CORRELATION FROM ENVISAT ASAR AP DATA

  • Yang, Chan-Su;Ouchi, Kazuo
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2007년도 Proceedings of ISRS 2007
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    • pp.262-265
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    • 2007
  • Preliminary results are reported on ship detection using coherence images computed from cross-correlating images of multi-look-processed dual-polarization data (HH and HV) of ENVISAT ASAR. The traditional techniques of ship detection by radars such as CFAR (Constant False Alarm Rate) rely on the amplitude data, and therefore the detection tends to become difficult when the amplitudes of ships images are at similar level as the mean amplitude of surrounding sea clutter. The proposed method utilizes the property that the multi-look images of ships are correlated with each other. Because the inter-look images of sea surface are covered by uncorrelated speckle, cross-correlation of multi-look images yields the different degrees of coherence between the images and water. The polarimetric information of ships, land and intertidal zone are first compared based on the cross-correlation between HH and HV. In the next step, we examine the technique when the dual-polarization data are split into two multi-look Images.

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최대 주기를 갖는 이진 수열의 상호상관 함숫값의 분포 (The distribution of the values of the cross-correlation function between the maximal period binary sequences)

  • 권민정;조성진
    • 한국전자통신학회논문지
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    • 제8권6호
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    • pp.891-897
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    • 2013
  • 최대 주기를 갖는 이진 수열에 대한 상호상관 함숫값은 통신 분야에서 다양하게 응용되고 있기 때문에 그 값의 범위와 발생빈도에 대한 분석은 다양하게 연구되고 있다. 본 논문에서는 데시메이션 $d=2^{m-1}(3{\cdot}2^{m}-1)$를 이용하여 새로운 수열군을 제안하고 그 수열의 상호상관 함숫값의 범위와 분포에 대하여 분석한다.

알파인 스키 회전기술에 따른 인체분절과 스키 간 각운동학 및 상호상관분석 (Angular Kinematic and Cross-correlation Analysis between Body Segments and Ski among Alpine Ski Turning Techniques)

  • Kim, Joo-Nyeon
    • 한국운동역학회지
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    • 제30권3호
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    • pp.205-215
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    • 2020
  • Objective: The purpose of this study was to investigate the relative angles and cross-correlation between body segments and ski among four alpine ski turning techniques. Method: 19 alpine ski instructors participated in this study. Each skier asked to perform 4- types of turning technique, classified by radius and level. 8 inertial measurement units were used to measure orientation angle of segment and ski on the anteroposterior and vertical axis. Results: Significant differences were found between types of turning in the segments-ski relative angle on the anteroposterior and vertical axis (p<.05). Although, cross-correlation showed a high correlation between angles of segment and ski, there were significant differences between types of turning. Conclusion: Based on our results, the relative movement and timing between each segment and ski is different according to the turning techniques, so the training methods should be applied differently.