• 제목/요약/키워드: desired PDF(Probability Density Function)

검색결과 5건 처리시간 0.017초

퍼지 멤버쉽 값을 이용한 히스토그램 명세화 (Automatic Histogram Specification Based on Fuzzy Membership Value for Image Enhancement)

  • 황태호;이정훈
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 2002년도 추계학술대회 및 정기총회
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    • pp.317-320
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    • 2002
  • In this paper, an automatic histogram specification method is proposed for image enhancement, Fuzzy membership value is adopted for the representation of image histogram. The desired PDF is automatically constructed by the fuzzy membership value. Fuzzy membership value is extracted from dark membership, bright membership function and original histogram. The effectual results are demonstrated by desired PDF which meet the image enhancement requirements. The performance and effectiveness are shown by the analysis and the resultant image in comparison with histogram equalization method.

Euclidian Distance Minimization of Probability Density Functions for Blind Equalization

  • Kim, Nam-Yong
    • Journal of Communications and Networks
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    • 제12권5호
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    • pp.399-405
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    • 2010
  • Blind equalization techniques have been used in broadcast and multipoint communications. In this paper, two criteria of minimizing Euclidian distance between two probability density functions (PDFs) for adaptive blind equalizers are presented. For PDF calculation, Parzen window estimator is used. One criterion is to use a set of randomly generated desired symbols at the receiver so that PDF of the generated symbols matches that of the transmitted symbols. The second method is to use a set of Dirac delta functions in place of the PDF of the transmitted symbols. From the simulation results, the proposed methods significantly outperform the constant modulus algorithm in multipath channel environments.

Blind Signal Processing for Impulsive Noise Channels

  • Kim, Nam-Yong;Byun, Hyung-Gi;You, Young-Hwan;Kwon, Ki-Hyeon
    • Journal of Communications and Networks
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    • 제14권1호
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    • pp.27-33
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    • 2012
  • In this paper, a new blind signal processing scheme for equalization in fading and impulsive-noise channel environments is introduced based on probability density functionmatching method and a set of Dirac-delta functions. Gaussian kernel of the proposed blind algorithm has the effect of cutting out the outliers on the difference between the desired level values and impulse-infected outputs. And also the proposed algorithm has relatively less sensitivity to channel eigenvalue ratio and has reduced computational complexity compared to the recently introduced correntropy algorithm. According to these characteristics, simulation results show that the proposed blind algorithm produces superior performance in multi-path communication channels corrupted with impulsive noise.

마이크로파 탐색기의 HPRF 파형에 대한 지표면 부엽클러터와 표적탐지 오류 확률 (The Surface Sidelobe Clutter and the False Alarm Probability of Target Detection for the HPRF Waveform of the Microwave Seeker)

  • 김태형;이재웅;변영진
    • 한국통신학회논문지
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    • 제34권4C호
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    • pp.476-483
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    • 2009
  • 마이크로파 탐색기를 이용하여 표적을 탐지, 추적하는 경우 하방 표적에 대해서는 지표면에서 반사되는 클러터 신호의 영향을 받는다. HPRF (high pulse repetition frequency) 모드를 사용하는 마이크로파 탐색기에서 부엽클러터 영역에 나타나는 퇴각표적을 탐지하기 위해서는 여러 지형과 상황에 따른 지표면 부엽클러터 전력의 통계적인 특징을 파악하여야 한다. HPRF 모드를 사용하는 탐색기의 항공기 탑재시험에서 지상 클러터의 전력을 측정한 자료를 기반으로, 각 지형과 안테나 시선각 등의 상황에 따라 부엽클러터의 확률분포 특성을 가장 근접하게 표현하는 확률밀도함수를 구하고 그 확률밀도함수의 매개변수를 추정하였다. 확률밀도함수 및 매개변수를 추정한 자료를 이용하여, 퇴각표적을 탐지할 때에 원하는 수준의 표적탐지 오류 확률을 가지는 표적탐지 임계값 설정에 관하여 분석하였다. 본 논문의 지표면 부엽클러터 전력의 확률분포 특성 분석과 표적탐지 임계값 설정에 관한 분석 자료는 표적탐지 방법 개발 및 일정 오경보 처리 등의 다양한 분야에 이용될 수 있다.

확률론적 조류계산을 이용한 송전 신뢰도 여유 계산 (Calculate Transmission Reliability Margin using Probabilistic Load Flow)

  • 신동준;김진오;김규호
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2003년도 하계학술대회 논문집 A
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    • pp.569-571
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    • 2003
  • As a definition of NERC, Available Transfer Capability(ATC) is a measure of the transfer capability remaining in the physical transmission network for the future commercial activity. To calculate ATC, accurate and defensible TTC, CBM and TRM should be calculated in advance. In this paper, we propose a method to quantify TRM using probabilistic load flow based on the method of moment. Generation output, bus voltages, loads, and line outages are considered as complex random variables (CRV) to take into account for uncertainties related to the transmission network conditions. Probability Density Function (PDF) of line flow at the most limiting line is used to quantify TRM with the desired probabilistic margin. Suggested method is compared with the results from conventional CPF method and verified using 24 bus MRTS, and the suggested method based on PLF shows efficiency and flexibility for the quantification of TRM compared with the conventional method.

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