• 제목/요약/키워드: Auto-Correlation

검색결과 394건 처리시간 0.029초

Determination of Protein Content in Pea by Near Infrared Spectroscopy

  • Lee, Jin-Hwan;Choung, Myoung-Gun
    • Food Science and Biotechnology
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    • 제18권1호
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    • pp.60-65
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    • 2009
  • Near infrared reflectance spectroscopy (NIRS) was used as a rapid and non-destructive method to determine the protein content in intact and ground seeds of pea (Pisum sativum L.) germplasms grown in Korea. A total of 115 samples were scanned in the reflectance mode of a scanning monochromator at intact seed and flour condition, and the reference values for the protein content was measured by auto-Kjeldahl system. In the developed ground and intact NIRS equations for analysis of protein, the most accurate equation were obtained at 2, 8, 6, 1 math treatment conditions with standard normal variate and detrend scatter correction method and entire spectrum (400-2,500 nm) by using modified partial least squares regression (n=78). External validation (n=34) of these NIRS equations showed significant correlation between reference values and NIRS estimated values based on the standard error of prediction (SEP), $R^2$, and the ratio of standard deviation of reference data to SEP. Therefore, these ground and intact NIRS equations can be applicable and reliable for determination of protein content in pea seeds, and non-destructive NIRS method could be used as a mass analysis technique for selection of high protein pea in breeding program and for quality control in food industry.

음란콘텐츠에 기반한 유해 음란 사이트의 차단 (Blocking of Internet Harmful Pornographic Sites by Contents-based Method)

  • 조동욱
    • 한국통신학회논문지
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    • 제29권6B호
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    • pp.554-562
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    • 2004
  • 본 논문에서는 인터넷 역기능에 있어 가장 큰 문제로 인식되고 있는 유해 음란 사이트를 기술적으로 차단하기 위한 방법론을 제안하고자 한다. 현재까지의 기술적 차단 방법이 주로 목록 기반과 단어 기반 방법이었기 때문에 새로이 생겨나는 사이트나 단어를 교묘히 변경한 경우 음란사이트 차단이 제대로 되지 않았다. 이를 위해 본 논문에서는 음란물의 내용이 될 수 있는 즉, 음란물에서 성행위시 나오는 신음소리와 음란 영상을 추출하여 음란 사이트를 차단하고자 한다. 이를 위해 질감 분석, 곡선 적합 등을 통해 영상에서 성적 주요 부위를 추출하였으며 프라트툴을 이용하여 음향 신호를 분석한 후 자기 상관 함수로 음란 음향 신호를 차단하였다. 최종적으로 실험에 의해 본 논문의 유용성을 입증하고자 한다.

MB-OFDM 시스템을 위한 Low-rank LMMSE 채널 추정 및 주파수 옵셋 추정 결합 기법 (Joint Estimation Methods of Carrier Offset and Low-rank LMMSE Channel Estimation for MB-OFDM System)

  • 신선경;남상균;성태경;곽경섭
    • 한국통신학회논문지
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    • 제32권12A호
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    • pp.1296-1302
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    • 2007
  • 본 논문에서는 MB-OFDM 시스템에 적합한 낮은 복잡도의 채널 및 주파수 옵셋 결합 추정법을 제안한다. 제안된 기법은 적절한 랭크(rank) 수를 적용함으로써 복잡도를 낮추는 Low-rank LMMSE 채널 추정법을 이용하여 채널을 추정하고, 주파수 옵셋 추정을 위해 추정된 채별의 자기상관특성을 이용하는 간단한 구조를 추가함으로써 낮은 복잡도로 채널과 주파수 옵셋을 결합하여 추정하는 기법이다. 제안된 알고리즘을 IEEE 802.15 TG3a에서 제시한 4가지 UWB 채널 모델에서 모의 실험하여 기존의 LS 채널 추정법을 사용한 알고리즘과 성능을 분석하였고, 복잡도를 낮추기 위해 각 채널 모델 환경에 따라 적절한 수의 랭크 수를 적용하여 결과를 비교하였다.

향상된 슈도-헤시안 행렬을 이용한 탄성파 완전 파형역산 (Frequency domain elastic full waveform inversion using the new pseudo-Hessian matrix: elastic Marmousi-2 synthetic test)

  • 최윤석;신창수;민동주
    • 한국지구물리탐사학회:학술대회논문집
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    • 한국지구물리탐사학회 2007년도 공동학술대회 논문집
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    • pp.329-336
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    • 2007
  • For scaling of the gradient of misfit function, we develop a new pseudo-Hessian matrix constructed by combining amplitude field and pseudo-Hessian matrix. Since pseudo- Hessian matrix neglects the calculation of the zero-lag auto-correlation of impulse responses in the approximate Hessian matrix, the pseudo-Hessian matrix has a limitation to scale the gradient of misfit function compared to the approximate Hessian matrix. To validate the new pseudo- Hessian matrix, we perform frequency-domain elastic full waveform inversion using this Hessian matrix. By synthetic experiments, we show that the new pseudo-Hessian matrix can give better convergence to the true model than the old one does. Furthermore, since the amplitude fields are intrinsically obtained in forward modeling procedure, we do not have to pay any extra cost to compute the new pseudo-Hessian. We think that the new pseudo-Hessian matrix can be used as an alternative of the approximate Hessian matrix of the Gauss-Newton method.

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신생아를 대상으로한 청성뇌간유발반응의 자동 판독 알고리즘 (Algorithm of an automated auditory brainstem response neonatal hearing screening method)

  • 정원혁;홍현기;김성우;김진태;박중훈;김덕원
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2006년도 하계종합학술대회
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    • pp.825-826
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    • 2006
  • In this paper, we propose an algorithm that applies Rolle's theorem to automatically detect and label peak III and V of the normal, suprathreshold auditory brainstem response (ABR). ABR waveform were recorded from 55 normal-hearing ears at screening levels varying from 30 to 60 dBnHL. For each ABR waveform, the peak-finding algorithm proceeded in fourth steps: (1) Select maximum and minimum values of the target ABR waveform, (2) divide this range into n equal parts, (3) effective candidate peaks in the ABR waveform are identified using Rolle's theorem (4) peak III and V are identified from these candidate peaks based on their latency and morphology. As a result, proposed auto dectection method showed high correlation and accuracy with manual detection method performed by clinician. By using proposed algorithm, clinician can detect and label peak III and V faster and more efficient than manual detection method.

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생물지수를 이용한 북한강 수계에서의 생물학적 수질 평가 (biotic Indices as Assessment tools of Water Quality in the Han River System, Korea)

  • 정평림;정영헌;어성준;김재진;최선근
    • The Korean Journal of Ecology
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    • 제21권6호
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    • pp.759-770
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    • 1998
  • biotic indices scoring with the benthic macroinvertebrates were assessed as pollution monitoring tools in the north branch of the Han River system, Korea. We investigated the temporal variability of water quality at unpolluted, moderately polluted and heavily polluted sites using several biotic indices and assessed appropriate biological monitoring indices for lotic systems in Korea. The following biotic and chemical indices were employed in order to compare their applicability to the lotic systems : Trent Biotic Index (TBI), Chandler's Biotic Index-Average Score per Taxon (CBI-ASPT), Modified Biological Monitoring Working Party Score System-Average Score per Taxon (BMWP-ASPT), Hilsenhoff's biotic Index (BI) and Family-level Biotic Index (FBI) models for biotic analyses and National Sanitation foundation's Water Quality Index (NSFWQI) and comprehensive Chemical Pollution Index (Pb/n) for chemical analyses of water quality. Index and score values were compared with each other and with 24 water chemistry parameters. All biotic indices were significantly auto-correlated (p<0.001) and BI and FBI/ROK among them were highly correlated (r=0.84). BI and BMWP-ASPT models were also highly correlated with NSFWQI, while TBI values showed high correlation with the Pb/n. The BI and BMWP-ASPT were highly correlated with the most water chemistry parameters. We conclude that the BI model, which includes indicator species and abundance of taxa, is best suited for the bioassessment of lotic systems in Korea. For rapid field-based assessments, FBI/ROK and BMWP-ASPT models are also appropriate.

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나로우주센터 발사관제시스템 실시간 발사관제 모의장치의 센서 신호간 연관성 해석을 위한 퍼지-칼만필터 공분산 분석 (A Covariance Analysis Using the Kalman Filterings for Interrelationships Research between Sensor Signals of the Real Time Simulator of Launch Control System in the NARO Space Center)

  • 홍일희;김양모
    • 전자공학회논문지SC
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    • 제42권4호
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    • pp.25-34
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    • 2005
  • 나로우주센터 발사관제시스템 실시간 모의장치의 데이터를 퍼지-칼만 필터의 오차 공분산으로 후처리 분석하여 센서 사이에 존재하는 연관성을 시나리오를 전혀 모르는 상태에서 유추하는 연구를 수행하였다. 유추된 연관성은 시나리오 상의 관계와 정확히 일치하였다. 퍼지-칼만 필터의 최적화 성질을 역이용하여 센서의 신호를 분석하였다. 이 연구의 결과로 다중의 센서 시스템이 존재하는 한국형 우주발사체와 탑재 유상하중 그리고 지상지원 시스템에 대한 신호분석의 가능성을 확인하였다

Study on DC-Offset Cancellation in a Direct Conversion Receiver

  • 박홍원
    • 천문학회보
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    • 제37권2호
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    • pp.157.2-157.2
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    • 2012
  • Direct-conversion receivers often suffer from a DC-offset that is a by-product of the direct conversion process to baseband. In general, a basic approach to reduce the DC-offset is to do simple average of the baseband signal and remove the DC by subtracting the average. However, this gives rise to a residual DC offset which degrades the performance when the receiver adopts the coding schemes with high coding rates such as 8-PSK. Therefore, more advanced methods should be additionally required for better performance. While the training sequences are basically designed to have good auto-correlation properties to facilitate the channel estimation, they may be not good for the simultaneous estimation of the channel response and the DC-offset. Also the DC offset compensation under a bad condition does not give good results due to the estimation error. Correspondingly, the proposed scheme employs the two important points. First, the training sequence codes are divided into two groups by MSE(Mean Squared Errors) for estimating the channel taps and then SNR calculated from each group is compared to predefined threshold to do fine DC-offset estimation. Next, ON/OFF module is applied for preventing performance degradation by large estimation error under severe channel conditions. The simulation results of the proposed scheme shows good performances compared to the existing algorithm. As a result, this scheme is surely applicable to the receiver design in many communications systems.

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Viscosity and Diffusion Constants Calculation of n-Alkanes by Molecular Dynamics Simulations

  • Lee, Song-Hi;Chang, Tai-Hyun
    • Bulletin of the Korean Chemical Society
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    • 제24권11호
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    • pp.1590-1598
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    • 2003
  • In this paper we have presented the results for viscosity and self-diffusion constants of model systems for four liquid n-alkanes ($C_{12}, C_{20}, C_{32}, and C_{44}$) in a canonical ensemble at several temperatures using molecular dynamics (MD) simulations. The small chains of these n-alkanes are clearly $<{R_{ee}}^2>/6<{R_g}^2>>1$, which leads to the conclusion that the liquid n-alkanes over the whole temperatures considered are far away from the Rouse regime. Calculated viscosity ${\eta}$ and self-diffusion constants D are comparable with experimental results and the temperature dependence of both ${\eta}$ and D is suitably described by the Arrhenius plot. The behavior of both activation energies, $E_{\eta}$ and $E_D$, with increasing chain length indicates that the activation energies approach asymptotic values as n increases to the higher value, which is experimentally observed. Two calculated monomeric friction constants ${\zeta}$ and ${\zeta}_D$ give a correct qualitative trend: decrease with increasing temperature and increase with increasing chain length n. Comparison of the time auto-correlation functions of the end-to-end vector calculated from the Rouse model for n-dodecane ($C_{12}$) at 273 K and for n-tetratetracontane ($C_{44}$) at 473 K with those extracted directly from our MD simulations confirms that the short chain n-alkanes considered in this study are far away from the Rouse regime.

자기상관과 필터뱅크 방식을 적용한 광대역 프로펠러 소음 추정 기법 연구 (Hidden Period Estimation in the Broad Band Propeller Noise Using Auto-Correlation and Filter-Bank Structure)

  • 임준석;홍우영;편용국
    • 한국통신학회논문지
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    • 제39B권8호
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    • pp.538-543
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    • 2014
  • 배의 방사 소음을 이용하여 배를 탐지하는 데는 협대역 톤을 추정하는 방법과 광대역 신호에 내포된 주기성 신호를 추정하는 방법이 있다. 그 중에서 광대역 신호에 내포된 주기성 신호를 추정하는 방법을 데몬 신호 처리법이라고 한다. 본 논문에서는 데몬 처리를 위해서 자기 상관기를 적용한 필터 뱅크를 기법을 제안한다. 그리고 합성된 신호와 실제 신호를 바탕으로 기존 방법들과 비교하여 기본 주파수 신호를 우수하게 추정할 뿐만 아니라 여러 고차 하모닉 성분들도 잘 추정하여 기본 주파수 추정의 신뢰성도 높일 수 있음을 보인다.