• Title/Summary/Keyword: 엔트로피 분포

Search Result 120, Processing Time 0.029 seconds

Rate-Distortion Characteristics in Low Bit-rate Video Coder (낮은 비트율 동영상 부호기의 율-왜곡 특성)

  • Hwang, Jae-Jeong;Jee, Seok-Sang;Huh, Young
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.26 no.3B
    • /
    • pp.295-301
    • /
    • 2001
  • 전송과정에서 발생하는 왜곡량에 따라 전송률의 하한이 결정되는 율-왜곡 이론은 시간적으로 민감한 부분을 왜곡없이 부호화하여 전송하는 영상 시스템에서 기본이 되는 중요한 요소이다. 율-왜곡 이론은 정보량의 개념으로부터 시작되어 원 신호의 확률분포와 왜곡의 측정기준에 의해 결정되는데, 이 논문에서는 가우시안과 라플라시안 분포함수에 절대치 오차기준과 자승 오차기준을 적용하여 율-왜곡 함수를 각각 구하였다. 나아가서 저전송률 부호기로 개발된 H.263 부호기에 이 함수를 적용하여 분석하였다. 비교를 위해 자승 오차기준에 위한 이론치와 실제 측정치를 제시하였다. H.263 부호기는 엔트로피 부호화, 부호화를 블록 패턴 등 다양한 기법을 사용하여 율-왜곡 함수에 의한 이론치보다 주어진 MSE에서 정규화 비트율이 최대 0.55만큼 더 낮은 전송률을 얻을 수 있었다.

  • PDF

The Estimation of Shear Stress in Uniform and Nonuniform Flow by the Entropy Concept (엔트로피 개념을 이용한 개수로에서 등류 및 부등류 흐름의 전단응력 산정)

  • Choo, Yeon Moon;Choo, Tai Ho;Yang, Da Un;Kim, Joong Hoon
    • Journal of Wetlands Research
    • /
    • v.19 no.2
    • /
    • pp.202-210
    • /
    • 2017
  • Shear stress is one of the most important mechanical factors used in various fields and is important for the design of artificial channels. Current shear stresses have been used in the past, but there are factors that are difficult to actually measure or calculate, such as bed shear stress and energy slope in the equation used. In particular, the energy slope is a very difficult factor to estimate, and it is difficult to estimate the slope and flow velocity of the boundary layer although the energy slope can be used to obtain the shear stress distribution. In addition, the bed shear stress among the shear stress distribution is very difficult to measure directly, and the research is somewhat slower than the velocity. In this study, we have studied the simple calculation of the average flow velocity and the shear stress distribution using entropy M without reflecting the energy gradient, and we used existing laboratory data to demonstrate the utility of the applied equation. The stress distribution in the graphs was comparatively analyzed. In the case of the uniform flow and the non-uniform flow, the correlation coefficient was almost identical to 0.930-0.998.

Spatial Distribution of the Levels of Water Pollutants in Han River (수질오염도의 공간적 분포 변화 분석 : 한강 유역을 대상으로)

  • Kim, Kwang-Soo;Kwon, Oh-Sang
    • Environmental and Resource Economics Review
    • /
    • v.18 no.1
    • /
    • pp.105-138
    • /
    • 2009
  • This study investigates the spatial distribution of the degree of water pollutants in Han River using data obtained by the water pollution observation stations. This study estimates a non -parametric kernel density function for each water pollutants, and tests a significant difference between two estimated distribution functions. Next, Generalized Entropy inequality indices are evaluated and this research tests difference of inequality indices between two years using bootstrapping method. Lastly in a dynamic of view, it is analyzed that there are significant changes in the ranking of water pollution level. Estimation results show that the degree of inequality in spatial distribution of water pollution tends to be stable or decreasing for last 15 years in a great part of water pollutants, and ranking of water pollution level hardly changes in Han River.

  • PDF

A PDF-distance minimization algorithm for blind equalization for underwater communication channels with multipath and impulsive noise (다중경로와 임펄스 잡음이 있는 수중 통신 채널의 블라인드 등화를 위한 확률분포-거리 최소화 알고리듬)

  • Kim, Nam-Yong
    • Journal of the Korea Institute of Information and Communication Engineering
    • /
    • v.15 no.2
    • /
    • pp.299-306
    • /
    • 2011
  • In this paper, a blind adaptive equalization algorithm based on PDF-distance minimization and a set of Delta functions is introduced and its superior robustness against impulsive noise and multipath characteristics of underwater communication channels is proved. The conventional CMA based on MSE has shown to be incapable of coping with impulsive noise, and correntropy blind algorithm has also revealed to yield not satisfying performance for the mission. On the other hand, the blind adaptive equalization algorithm based on PDF-distance minimization and a set of Delta functions has been proved to solve effectively the problem of impulsive noise and multipath characteristics of underwater communication channels through theoretical and simulation analysis.

A New Formulation of the Reconstruction Problem in Neutronics Nodal Methods Based on Maximum Entropy Principle (노달방법의 중성자속 분포 재생 문제에의 최대 엔트로피 원리에 의한 새로운 접근)

  • Na, Won-Joon;Cho, Nam-Zin
    • Nuclear Engineering and Technology
    • /
    • v.21 no.3
    • /
    • pp.193-204
    • /
    • 1989
  • This paper develops a new method for reconstructing neutron flux distribution, that is based on the maximum entropy Principle in information theory. The Probability distribution that maximizes the entropy Provides the most unbiased objective Probability distribution within the known partial information. The partial information are the assembly volume-averaged neutron flux, the surface-averaged neutron fluxes and the surface-averaged neutron currents, that are the results of the nodal calculation. The flux distribution on the boundary of a fuel assembly, which is the boundary condition for the neutron diffusion equation, is transformed into the probability distribution in the entropy expression. The most objective boundary flux distribution is deduced using the results of the nodal calculation by the maximum entropy method. This boundary flux distribution is then used as the boundary condition in a procedure of the imbedded heterogeneous assembly calculation to provide detailed flux distribution. The results of the new method applied to several PWR benchmark problem assemblies show that the reconstruction errors are comparable with those of the form function methods in inner region of the assembly while they are relatively large near the boundary of the assembly. The incorporation of the surface-averaged neutron currents in the constraint information (that is not done in the present study) should provide better results.

  • PDF

Parameter Estimation of Chiu's Two Dimensional Velocity Distribution Equations (Chiu-2차원 유속분포식의 매개변수 추정)

  • Kim, Yongseok;Yang, Sungkee
    • Proceedings of the Korea Water Resources Association Conference
    • /
    • 2017.05a
    • /
    • pp.366-366
    • /
    • 2017
  • 하천의 유량관측 자료는 지표수자원의 확보와 수공구조물의 설계를 위해 가장 기초적인 수문자료로써 정밀하고 지속적인 관측을 요구한다. 최근 유량 관측법은 접촉식 유속측정 방법의 단점을 보완한 전자파 표면유속계나 영상분석기법을 적용한 표면영상유속계(SIV)가 활용되고 있다. 이들 관측장비는 표면유속 관측법에 의해 유량을 측정하므로 보다 정밀한 유량자료를 확보하기 위해서는 측정 영역의 표면유속과 단면의 평균유속에 대한 해석이 필요하다. 이 연구에서는 제주도 남부지역에 위치한 강정천을 대상으로 2011년 7월부터 2015년 6월 까지 월 1~2회 현장관측한 ADCP 자료를 활용하여 Chiu(1987)가 제안한 2차원 유속분포식의 매개변수를 추정하여 정밀한 유량을 산정하였다. 또한 표면영상유속계(SIV)로 산정된 표면유속을 Chiu-2 차원 유속분포식에서 평균유속으로 환산하여 기존의 표면유속을 일률적으로 적용한 수심평균유속 환산계수인 0.85의 적용 값과 비교 분석하였다. 대상하천의 현장에서 72회 관측된 ADCP 자료를 활용하여 각각의 최대유속과 평균유속을 분석하고 엔트로피 계수(M)를 산정한 결과와 유속의 공간적 분포를 모델링하기 위해 제시되는 $_{urf}$를 산정하였으며, 산정된 계수 값을 이용하여 표면유속을 계산한 결과와 ADCP의 관측된 표면유속의 $^2$는 0.874로 나타났다. 이러한 결과는 Chiu-2차원 유속분포식을 연구대상하천에 적용하는 과정에서 추정되는 매개변수의 평균값 사용에 대한 타당성을 보여준다. 이 후 추정된 하천매개변수를 하천현장에 적용성 확인을 위해 강정천의 동일 관측지점에서 표면영상유속계(SIV)를 사용한 표면유속과 유량을 산정함과 동시에 ADCP에 의한 유속 및 유량과 비교 분석하였다. 표면영상유속계(SIV)로 분석된 유속 벡터를 Chiu-2차원 유속분포식에 적용하여 산정된 유량과 기존의 수심평균유속환산계수 0.85를 적용한 유량은 각각 $0.7171m^3/s$과 0$0.5758m^3/s$였다. ADCP 평균유량 $0.6664m^3/s$과의 오차율은 각각 7.63%, 13.64%로 나타나 Chiu-2차원 유속분포식을 적용한 유량이 수심평균유속환산계수 0.85를 적용한 유량에 비해 작은 오차율을 보였다.

  • PDF

Discharge Computation in Natural Rivers Using Chiu's Velocity Distribution and Estimation of Maximum Velocity (자연하천에서 Chiu의 유속분포와 최대유속 추정을 이용한 유량산정)

  • Kim, Chang-Wan;Lee, Min-Ho;Yoo, Dong-Hoon;Jung, Sung-Won
    • Journal of Korea Water Resources Association
    • /
    • v.41 no.6
    • /
    • pp.575-585
    • /
    • 2008
  • It is essential to obtain accurate and highly reliable streamflow data for water resources planning, evaluation and management as well as design of hydraulic structures. A new discharge computation method proposed in this research uses Chiu's velocity distribution and estimation of maximum velocity. This method shows acceptable channel discharges comparing these by the exiting velocity-area method. When velocity-area method is used, it is required to observe velocities at every specified point and vertical line using a velocity meter like Price-AA. If the method proposed in this research, is used, however it is not necessary to observe all point velocities needed in the velocity-area method. But this method can not be applied for the cases of very complex and strongly asymmetric channel cross-sections because Chiu's velocity distribution using entropy concept may be quite biased from that of natural rivers.

Evaluating Vulnerability to Snowfall Disasters Using Entropy Method for Overlapping Distributions of Vulnerable Factors in Busan, Korea (취약인자의 엔트로피 기반 중첩 분석을 이용한 부산광역시의 적설재해 취약지역 등급 평가)

  • An, ChanJung;Park, Yongmi;Choi, Wonsik
    • Korean Journal of Remote Sensing
    • /
    • v.36 no.2_1
    • /
    • pp.217-229
    • /
    • 2020
  • Recently, weather changes in Korea have intensified due to global warming, and the five major natural disasters that occur mostly include heavy rains, typhoons, storms, heavy snow, and earthquakes. Busan is vulnerable to snow disaster, given that the amount of natural disaster damage in Busan accounts for more than 50% of the total amount in the entire metropolitan cities in Korea, and that the Busan area includes many hilly mountains. In this study, we attempted to identify vulnerable areas for snowfall disasters in Busan areas using the geographic information system (GIS) with the data for both geographical and anthropogenic characteristics. We produced the maps of vulnerable areas for evaluating factors that include altitude, slope, land cover, road networks, and demographics, and overlapped those maps to rank the vulnerability to snowfall disasters as the 5th levels finally. To weight each evaluating factor, we used an entropy method. The riskiest areas are characterized by being located in mountainous areas with roads, including Sansung-ro in Geumjeong-gu, Mandeok tunnel in Buk-gu, Hwangnyeongsan-ro in Suyeong-gu, and others, where road restrictions were actually enforced due to snowfall events in the past. This method is simple and easy to be updated, and thus we think this methodology can be adapted to identify vulnerable areas for other environmental disasters.

An Efficient Dynamic Entropy Coding by using Multiple Codeword in H.264/AVC (다중 부호어를 이용한 효율적인 H .264/AVC 동적 부호화 방법)

  • 백성학;문용호;김재호
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.29 no.8C
    • /
    • pp.1055-1061
    • /
    • 2004
  • In this paper, we propose an efficient dynamic coding scheme by using multiple codewords in H.264/AVC entropy coding. The exponential Golomb (Exp-Golomb) codewords used in H.264/AVC do not reflect enough the symbol distributions of the combined syntax element in (7) due to their static probability distribution characteristics. However, the multiple codewords in this paper have different statistical characteristics. we propose a dynamic coding scheme by using selectively among multiple codewords to encode the combined syntax element according to given image sequences. Simulation results show that our proposed scheme outperforms the existing (7) method in compression efficiency without loss of quality.

An Efficient Dynamic Entropy Coding by using Multiple Codeword in H.264/AVC (다중 부호어를 이용한 효율적인 H.264/AVC 동적 부호화 방법)

  • Baek, Seong-hak;Moon, Yong-hoo;Kim, Jae-ho
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.29 no.9C
    • /
    • pp.1244-1251
    • /
    • 2004
  • In this paper, we propose an efficient dynamic coding scheme by using multiple code words in H.264/A VC entropy coding. The exponential Golomb (Exp-Golomb) code words used in H 264/A VC do not reflect enough the symbol distributions of the combined syntax element in [7] due to their static probability distribution characteristics However, the multiple codewords in this paper have different statistical characteristics. we propose a dynamic coding scheme by using selectively among multiple codewords to encode the combined syntax clement according to given image sequences. Simulation results show that our proposed scheme outperforms the existing [7] me in compression efficiency without loss of quality.