• 제목/요약/키워드: Correlation function technique

검색결과 233건 처리시간 0.026초

A Method for Separating Volterra Kernels of Nonlinear Systems by Use of Different Amplitude M-sequences

  • Harada, Hiroshi;Nishiyama, Eiji;Kashiwagi, Hiroshi;Yamaguchi, Teruo
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1998년도 제13차 학술회의논문집
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    • pp.271-274
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    • 1998
  • This paper describes a new method for separation of the Volterra kernels which are identified by use of M-sequence. One of the authors has proposed a method for identification of Volterra kernels of nonlinear systems using M-sequence and correlation technique. When M-sequence are applied to a nonlinear systems, the cross-correlation function between the input and the output of the nonlinear systems includes cross-sections of high-order Volterra kernels. However, if various order Volterra kernels exixt on the obtained cross-correlation function, it is difficult to separate the Volterra kernels. In this paper, the authors show that the magnitude of Volterra kernels is maginified by the amplitude of M-sequence according to the order of Volterra kernels. By use of this property, each order Volterra kernels is obtained by solving linear equations. Simulations are carried out for some nonlinear systems. The results show that Volterra kernels can be separated in each order successfully by the proposed method.

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스트리머 방식 탐사 자료의 동시 송신원 전파형 역산을 위한 Global correlation 기반 목적함수 최적화 연구 (A Study on Optimization of the Global-Correlation-Based Objective Function for the Simultaneous-Source Full Waveform Inversion with Streamer-Type Data)

  • 손우현;편석준;장동혁;박윤희
    • 지구물리와물리탐사
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    • 제15권3호
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    • pp.129-135
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    • 2012
  • 동시 송신원 전파형 역산 기법은 계산량을 획기적으로 줄여 전파형 역산의 적용성을 높여준다. 그러나 다수의 송신원 모음 자료를 동시에 모델링하여 사용하기 때문에 관측 자료의 수진기 위치가 송신원에 따라 다른 경우, 나머지(residual) 파동장에 불필요한 값을 생성하게 되고 이는 파형역산의 수렴성을 저해하게 된다. 특히, 제한된 벌림 거리(offset)를 갖는 스트리머 방식의 탐사자료는 동시 송신원 기법을 적용하기에 가장 어려운 자료 형태이다. 이러한 문제점을 극복하기 위해 최근에 global correlation에 기반한 목적함수가 제안되었고, 시간영역 전파형 역산에 성공적으로 적용되었다. 그러나 이 기법은 변형된 목적함수를 사용하기 때문에 나머지 파동장이 왜곡되고 경우에 따라 역산 결과에 부정적인 영향을 주기도 한다. 또한, 여러 가지 장점을 갖고 있는 주파수 영역 파형역산에 적용된 사례는 아직 보고된 적이 없다. 본 논문에서는 이러한 나머지 파동장의 왜곡을 최소화하기 위해 global correlation 계산 시 사용하는 자료에 진폭감쇠 기법을 적용한다. 진폭감쇠를 적용한 자료는 global correlation의 특성을 최적화하여 나머지 파동장의 왜곡을 줄이고 파형역산 결과를 향상시킨다. 시간 영역에서 구한 나머지 파동장을 주파수 영역에서 역전파시킴으로써 global correlation기법을 주파수 영역에서 구현한다. 스트리머 방식의 합성 탐사자료를 이용한 예제를 통해 본 논문에서 제안한 기법이 기존의 global correlation 목적함수에 기반한 동시 송신원 전파형 역산보다 향상된 결과를 얻을 수 있음을 보여준다.

부상관함수의 적응적 결합에 기반한 다중 대역 Sine 위상 BOC 신호 동기화 기법 (Synchronization Technique Based on Adaptive Combining of Sub-correlations of Multiband Sine Phased BOC Signals)

  • 박종인;이영포;윤석호;김선용;이예훈
    • 한국통신학회논문지
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    • 제36권11C호
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    • pp.694-701
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    • 2011
  • 본 논문에서는 하나의 수신기로 다중 대역 sine 위상 binary offset carrier (BOC) 신호를 이용할 수 있도록 부상관함수의 적응적 결합에 기반한 다중 대역 sine 위상 BOC 신호 동기화 기법을 제안한다. 구체적으로는 BOC 자기상관함수를 이루고 있는 다수의 부상관함수들을 생성하고, 이를 적응적으로 재결합함으로써 주변첨두가 없는 새로운 상관함수를 획득한다. 마지막으로 delay lock loop에서 사용되는 자기상관함수를 제안한 상관함수로 대체함으로써 주변첨두로 인한 false lock 문제를 해결한다. 제안한 동기화 기법은 모든 sine 위상 BOC 신호에 적용가능하며, 모의실험 결과를 통해 제안한 기법이 기존의 기법들에 비해 더 좋은 tracking error standard deviation(TESD) 성능을 가지는 것을 보인다.

이노베이션 상관관계 테스트를 이용한 잡음인식 (Identification of Noise Covariance by using Innovation Correlation Test)

  • 박성욱
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1992년도 하계학술대회 논문집 A
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    • pp.305-307
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    • 1992
  • This paper presents a technique, which identifies both process noise covariance and sensor noise covariance by using innovation correlation test. A correlation test, which checks whether the square root Kalman filter is workingly optimal or not, is given. The system is stochastic autoregressive moving-average model with auxiliary white noise Input. The linear quadratic Gaussian control is used for minimizing stochastic cost function. This paper indentifies Q, R, and estimates parametric matrics $A(q^{-1}),B(q^{-1}),C(q^{-1})$ by means of extended recursive least squares and model reference control. And The proposed technique has been validated in simulation results on the fourth order system.

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A Spectral Correlation Based Detection Method for Spectrum Sensing in Cognitive Radio

  • 한저;송정익;손성환;김재명
    • 한국통신학회논문지
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    • 제31권7C호
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    • pp.672-679
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    • 2006
  • Cognitive radio, which is designed to dynamically adapt its transmission to the environments, is believed to be one of the fundamental techniques for future spectrum utilization. As the first step of cognitive radio, spectrum sensing is treated as the most important technique, through which cognition is well explained. In this paper, we propose a spectral correlation based detection method for spectrum sensing. An unlicensed secondary user system operating in TV broadcast bands is taken as an example. Based on the cyclostationarity of communication signals, spectral correlation function is used to minimize the effect of random noise and interference. Energy measurement and peak detection based criteria are proposed. Simulation results show that the proposed detection method outperforms the energy detection and is more suitable for spectrum sensing in cognitive radios.

순환벡터처리에 의한 디지털 영상복원에 관한 연구 (A Study on Improvement in Digital Image Restoration by a Recursive Vector Processing)

  • 이대영;이윤현
    • 한국통신학회논문지
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    • 제8권3호
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    • pp.105-112
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    • 1983
  • 本論文은 線形空間的不變인 段損(blur)과 自色가우스性雜音에 의해 損傷된 映像에 대한 循環復元(recursive restoration)技法을 論하였다. 映像은 確率設計學的으로 그 平均과 相關函數(correlation function)에 의해 特徵지워진다. 隣接모델(neighborhood model)에 指數的自己相關函數(exponential autocorrelation function)가 사용되며 解析이 간단하고 편리하므로 映像度相關函數를 나타내는데 벡터 모델이 사용된다. 이 벡터 모델을 基本으로 한 映像表現에 있어서 離散的, 統計學的인 12點隣接모델이 開發되고 次元의 增加를 抑制하며 破損되고 雜音섞인 映像을 復元하기 위한 窓(window)移動處理技法이 使用되었다. 12點隣接모델 8點隣接모델보다 優秀한 것으로 나타나며 隣接의 많은 畵素를 요하는 精密畵像에 適合함을 보인다. 이 結果는 線形필터링을 요하는 映像處理에 널리 이용될 수 있음을 나타낸다.

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Image Blurring Estimation and Calibration with a Joint Transform Correlator

  • Jeong, Man Ho
    • Journal of the Optical Society of Korea
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    • 제18권5호
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    • pp.472-476
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    • 2014
  • The Joint Transform Correlator (JTC) has been the most suitable technique for real time optical pattern recognition and target tracking applications. This paper proposes a new application of the JTC system for an analysis of the blurring effect of the optical images caused by a defocused lens. We present the relation between the correlation peak, optical transfer function (OTF), and the amount of blurring caused by focusing error. Moreover, we show a possibility of calibrating the blurred image by simply measuring the correlation peak.

강건추정자와 직선마스크를 이용한 스테레오 정합 (Stereo Matching Using Robust Estimators and Line Masks)

  • 김낙현;김경범;정성종
    • 대한기계학회논문집A
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    • 제24권4호
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    • pp.991-1000
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    • 2000
  • Previous area-based stereo matching algorithms find the disparity by first computing the sum of squared differences (SSD) between corresponding points using a rectangular window, and then searching the position of the minimum SSD within the disparity range. These algorithms generate relatively many matching errors around depth discontinuities, since the SSD function may fail to search for the minimum because of varying disparity profiles in such areas. In this paper, in order to improve the matching accuracy around the depth discontinuities, a new correlation function based on robust estimation technique is proposed for stereo matching. In addition, while previous stereo algorithms utilize a single rectangular window for computing the correlation function, the proposed matching algorithm utilizes 4-directional line masks additionally to reduce the matching errors further. It has been turned out that the proposed algorithm reduces matching errors around depth discontinuities significantly. Experimental results are presented in this paper, comparing the performance of the proposed technique with those of previous algorithms using both synthetic and real images.

Jammer Identification Technique based on a Template Matching Method

  • Jin, Mi Hyun;Yeo, Sang-Rae;Choi, Heon Ho;Park, Chansik;Lee, Sang Jeong
    • Journal of Positioning, Navigation, and Timing
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    • 제3권2호
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    • pp.45-51
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    • 2014
  • GNSS has the disadvantage of being vulnerable to jamming, and thus, the necessity of jamming countermeasure techniques has gradually increased. Jamming countermeasure techniques can be divided into an anti-jamming technique and a jammer localization technique. Depending on the type of a jammer, applicable techniques and performance vary significantly. Using an appropriate jamming countermeasure technique, the effect of jamming on a GNSS receiver can be attenuated, and prompt action is enabled when estimating the location of a jammer. However, if an inappropriate jamming countermeasure technique is used, a GNSS receiver may not operate in the worst case. Therefore, jammer identification is a technique that is essential for proper action. In this study, a technique that identifies a jammer based on template matching was proposed. For template matching, analysis of a received jamming signal is required; and the signal analysis was performed using a spectral correlation function. Based on a simulation, it was shown that the proposed identification of jamming signals was possible at various JNR.

QFD 기법을 이용한 패키지 소프트웨어의 품질 요구사항 획득 (Acquiring Quality Requirements of Package Software using Quality Function Deployment Technique)

  • 유영관;이종무
    • 품질경영학회지
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    • 제29권2호
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    • pp.120-130
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    • 2001
  • In this paper, the QFD(quality function deployment) technique is used to acquire the quality requirements of package software which is sold in commercial software shop. To select the principal quality characteristics of package software, an user survey was conducted for a quality model developed based on the international standards and the previous research. The software user is divided into three groups: the general user, the expert, and the developer. Based on the survey results, the top 10 quality characteristics are selected including accuracy, suitability, installability, de-installability, and maturaty. Then, the QFD technique is applied to choose the software quality attributes which have strong correlation with the selected quality characteristics, some of which are traceability, accuracy, modularity, completeness, and self-descriptiveness. The developed procedure can be used in evaluating the quality of package software with lower costs and efforts.

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