• 제목/요약/키워드: Weighting Value Method

검색결과 205건 처리시간 0.028초

화자 확인을 위한 다중대역에 기반한 주성분 분석 공분산 모델 (PCA Covariance Model Based on Multiband for Speaker Verification)

  • 최민정;이윤정;서창우
    • 음성과학
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    • 제14권2호
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    • pp.127-135
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    • 2007
  • Feature vectors of speech are generally extracted from whole frequency domain. The inherent character of a speaker is located in the low band or high band frequency. However, if the speech is corrupted by narrowband noise with concentrated energy, speaker verification performance is reduced as the individual characteristic is removed. In this paper, we propose a PCA Covariance Model based on the multiband to extract the robust feature vectors against the narrowband noise. First, we divide the overall frequency band into several subbands. Second, the correlation of feature vectors extracted independently from each subband is removed by PCA. The distance obtained from each subband has different distribution. To normalize against the different distribution, we moved the value into the normalized distribution through the mapping function. Finally, the represented value applying the weighting function is used for speaker verification. In the experiments, the proposed method shows better performance of the speaker verification and reduces the computation.

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RGB 공간상의 국부 영역 블록의 왜곡척도를 고려한 칼라 영상 양자화 (Color image quantization considering distortion measure of local region block on RGB space)

  • 박양우;이응주;김경만;엄태억;하영호
    • 한국통신학회논문지
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    • 제21권4호
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    • pp.848-854
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    • 1996
  • Many image display devices allow only a limited number of colors to be simultaneously displayed. in disphaying of natural color image using color palette, it is necessary to construct an optimal color palette and the optimal mapping of each pixed of the original image to a color from the palette. In this paper, we proposed the clustering algorithm using local region block centered one color cluster in the prequantized 3-D histogram. Cluster pairs which have the least distortion error are merged by considering distortion measure. The clustering process is continued until to obtain the desired number of colors. The same as the clustering process, original color value. The proposed algorithm incroporated with a spatial activity weighting value which is reflected sensitivity of HVS quantization errors in smoothing region. This method produces high quality display images and considerably reduces computation time.

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Evaluation of Optimum Genetic Contribution Theory to Control Inbreeding While Maximizing Genetic Response

  • Oh, S.H.
    • Asian-Australasian Journal of Animal Sciences
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    • 제25권3호
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    • pp.299-303
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    • 2012
  • Inbreeding is the mating of relatives that produce progeny having more homozygous alleles than non-inbred animals. Inbreeding increases numbers of recessive alleles, which is often associated with decreased performance known as inbreeding depression. The magnitude of inbreeding depression depends on the level of inbreeding in the animal. Level of inbreeding is expressed by the inbreeding coefficient. One breeding goal in livestock is uniform productivity while maintaining acceptable inbreeding levels, especially keeping inbreeding less than 20%. However, in closed herds without the introduction of new genetic sources high levels of inbreeding over time are unavoidable. One method that increases selection response and minimizes inbreeding is selection of individuals by weighting estimated breeding values with average relationships among individuals. Optimum genetic contribution theory (OGC) uses relationships among individuals as weighting factors. The algorithm is as follows: i) Identify the individual having the best EBV; ii) Calculate average relationships ($\bar{r_j}$) between selected and candidates; iii) Select the individual having the best EBV adjusted for average relationships using the weighting factor k, $EBV^*=EBV_j(1-k\bar{{r}_j})$ Repeat process until the number of individuals selected equals number required. The objective of this study was to compare simulated results based on OGC selection under different conditions over 30 generations. Individuals (n = 110) were generated for the base population with pseudo random numbers of N~ (0, 3), ten were assumed male, and the remainder female. Each male was mated to ten females, and every female was assumed to have 5 progeny resulting in 500 individuals in the following generation. Results showed the OGC algorithm effectively controlled inbreeding and maintained consistent increases in selection response. Difference in breeding values between selection with OGC algorithm and by EBV only was 8%, however, rate of inbreeding was controlled by 47% after 20 generation. These results indicate that the OGC algorithm can be used effectively in long-term selection programs.

토널리티 정보를 기반으로 한 파라메트릭 스테레오 부호화의 개선된 합성 기법 (An Improved Synthesis Method of Parametric Stereo Coding Based on Tonality Information)

  • 이동금;박영철;윤대희
    • 전자공학회논문지
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    • 제51권6호
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    • pp.221-227
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    • 2014
  • 본 논문에서는 PS의 복호화과정에서 톤 성분에 영향을 주는 잔향 성분을 효과적으로 억제할 수 있는 합성 방법을 제안하였다. PS에서 잔향 성분은 비상관 필터를 이용하여 구할 수 있으며, 부호화단에서 분석된 IC 파라미터를 통해서 합성되는 잔향의 비중이 결정된다. 하지만 파라미터들은 서브밴드 도메인에서 분석되기 때문에, 톤 성분이 존재하는 대역에서도 낮은 IC값이 분석될 수 있고, 이는 출력 신호의 음질 열화를 야기시킨다. 본 논문에서는 이러한 문제를 보완하기 위해 복호화단으로 입력되는 다운믹스 신호의 토널리티를 측정하였고, 이 측정된 값을 통해 합성되는 잔향 성분의 비중을 조절해주었다. 실험은 시뮬레이션 결과를 통해 성능을 검증한 후에 주관적 음질 평가를 수행하였고, 전체적으로 음질 향상이 있음을 확인하였다.

원자력 사고시 초기 비상대응 결정지원을 위한 다속성 효용 분석법의 적용 (Application of Multi-Attribute Utility Analysis for the Decision Support of Countermeasures in Early Phase of a Nuclear Emergency)

  • 황원태;김은한;서경석;정효준;한문희;이창우
    • Journal of Radiation Protection and Research
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    • 제29권1호
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    • pp.65-71
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    • 2004
  • 원자력 시설의 사고시 환경으로 방출된 방사성물질로부터 초기 주민의 피해 최소화를 위한 대응행위 결정지원 방안으로 다속성 효용분석 법이 고찰되었다. 속성의 효용함수는 비선형 2차 함수로 가정하였으며, 속성의 가중계수는 swing weighting 방법을 사용하여 결정하였다. 본 연구는 원자력시설의 사고시 초기 대응행위 결정지원을 위한 다속성 효용분석법의 적용성에 한정하며, 스트레스 등과 같은 비정량적 속성은 아직까지 자료의 부족으로 포함하지 않았다. 가상사고 시나리오를 구성하여 무대응, 대피, 소개에 대해 속성 값의 변화에 따른 행위에 대한 총 효응 값을 고찰하였다. 적용한 결과, 피폭선량과 선량의 금전가의 변화에 따라 행위의 총 효용 값은 뚜렷이 다르게 나타났다. 피폭선량과 선량의 금전가의 증가에 따라 대피보다 사회적 영향 등 여러 측면에서 보다 극단적인 대응행위인 소개의 총 효용 값의 순위는 뚜렷이 증가한 반면, 무 대응의 순위는 감소하였다. 선량의 기대 확률도 대응행위 결정지원에 있어서 중요한 변수로 나타났는데, 상대적으로 고선량의 기대 확률이 높을수록 행위의 우선 순위가 바뀌는 교차점에서 선량의 금전가는 보다 낮게 나타냈다. 또한 선량에 대한 회피심리가 강하게 적응할수록 행위의 우선 순위가 바뀌는 선량의 교차점은 보다 낮게 나타났다.

신경망 보상기를 이용한 PMSM의 간단한 지능형 강인 위치 제어 (Simple AI Robust Digital Position Control of PMSM using Neural Network Compensator)

  • 윤성구
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 2000년도 전력전자학술대회 논문집
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    • pp.620-623
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    • 2000
  • A very simple control approach using neural network for the robust position control of a Permanent Magnet Synchronous Motor(PMSM) is presented The linear quadratic controller plus feedforward neural network is employed to obtain the robust PMSM system approximately linearized using field-orientation method for an AC servo. The neural network is trained in on-line phases and this neural network is composed by a fedforward recall and error back-propagation training. Since the total number of nodes are only eight this system can be easily realized by the general microprocessor. During the normal operation the input-output response is sampled and the weighting value is trained multi-times by error back-propagation method at each sample period to accommodate the possible variations in the parameters or load torque. And the state space analysis is performed to obtain the state feedback gains systematically. IN addition the robustness is also obtained without affecting overall system response. This method is realized by a floating-point Digital Singal Processor DS1102 Board (TMS320C31) The basic DSP software is used to write C program which is compiled by using ANSI-C style function prototypes.

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원영상의 기울기 성형을 이용한 경계강조 오차확산법 (Edge Enhanced Error Diffusion based on Gradient Shaping of Original Image)

  • 강태하
    • 한국통신학회논문지
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    • 제25권10B호
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    • pp.1832-1840
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    • 2000
  • The error diffusion algorithm is good for reproducing continuous images to binary images. However the reproduction of edge characteristics is weak in power spectrum an analysis of display error. In this paper an edge enhanced error diffusion method is proposed to improve the edge characteristic enhancement. Spatial gradient information in original image is adapted for edge enhance in threshold modulation of error diffusion. First the horizontal and vertical second order differential values are obtained from the gradient of peripheral pixels(3x3) in original image. second weighting function is composed by function including absolute value and sign of second order differential values. The proposed method presents a good visual results which edge characteristics is enhanced. The performance of the proposed method is compared with that of the conventional edge enhanced error diffusion by measuring the edge correlation and the local average accordance over a range of viewing distances and the RAPSD of display error.

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누설 전류 모니터링에 의한 오손된 고분자 애자에서의 섬락 예지 방법 (A Flashover Prediction Method by the Leakage Current Monitoring in the Contaminated Polymer Insulator)

  • 박재준;송영철
    • 대한전기학회논문지:전기물성ㆍ응용부문C
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    • 제53권7호
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    • pp.364-369
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    • 2004
  • In this Paper, a flashover prediction method using the leakage current in the contaminated EPDM distribution polymer insulator is proposed. The leakage currents on the insulator were measured simultaneously with the different salt fog application such as 25g, 50g, and 75g per liter of deionized water. Then, the measured leakage currents were enveloped and transformed as the CDFS using the Hilbert transform and the level crossing rate, respectively. The obtained CDFS having different gradients(angles) were used as a important factor for the flashover prediction of the contaminated polymer insulator. Thus, the average angle change with an identical salt fog concentration was within a range of 20 degrees, and the average angle change among the different salt fog concentrations was 5 degrees. However, it is hard to be distinguished each other because the gradient differences among the CDFS were very small. So, the new weighting value was defined and used to solve this problem. Through simulation, it Is verified that the proposed method has the capability of the flashover prediction.

독립형 무선 인지 시스템에서 채널 목록 기반의 효과적 채널 검색 (An efficient channel searching method based on channel list for independent type cognitive radio systems)

  • 이영두;구인수
    • 한국정보통신학회논문지
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    • 제13권7호
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    • pp.1422-1428
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    • 2009
  • 독립형 무선 인지 시스템은 보통 채널에 대한 면허를 가지는 기사용자가 사용하지 않는 빈 채널을 사용하는 2차 사용자로서 동작한다. 기존연구에서는 이와 같은 2차 사용자가 가용한 채널을 찾을 때, 순차 혹은 무작위로 채널을 선택하여 기사용자의 사용 유무를 확인하였다. 하지만 이러한 방법은 무선 채널의 특성에 맞지 않다. 그러므로 본 논문에서는 이전에 채널을 기사용자가 사용한 경우를 고려하여 가중치 값을 결정하고, 각 채널별 상태 값 중에서 작은 순서대로 채널을 선택함으로써 빈 채널을 찾는데 소요되는 시간을 줄이는 방법을 제안하고, 2차 사용자의 평균 채널 찾기 시간과 평균 전송 횟수의 관점에서 순차적, 무작위적 방법과 그 성능을 비교 분석 한다.

짝비교 기법을 활용한 보조지하수관측망 위치선정 기준 수립에 관한 연구

  • 김정우;김규법;원종호;이진용;이명재;이강근
    • 한국지하수토양환경학회:학술대회논문집
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    • 한국지하수토양환경학회 2003년도 총회 및 춘계학술발표회
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    • pp.259-262
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    • 2003
  • In the Republic of Korea, Ministry of Construction & Transportation and Korea Water Resources Corporation manage the national groundwater monitoring network at the 169 stations and will organize the supplementary groundwater monitoring network at the 10,000 stations by 2011 year. The method that organizes the monitoring network was developed using the Analytic Hierarchy Process with pairwise comparison. Several estimation factors for the estimating every district were selected to reflect each district conditions. Their weighting value was decided by pairwise comparison and questions to the experts about groundwater The optimal number of groundwater monitoring well was calculated through the developed method. To verify this method, groundwater was monitored in Jeonju city by way showing the example. The study area In Jeonju city needs 7 stations for the supplementary groundwater monitoring network. The results monitored in 7 stations inferred the groundwater level around the study area by Kriging. The mean of residual between inferred groundwater level value from Kriging and actual groundwater level is rather low. Furthermore, the mean and standard deviation of residual between inferred groundwater level change and actual groundwater change is much lower. The Fact that 7 monitoring stations are sufficient for observing the groundwater condition in the study area makes it possible for suggested monitoring number to be proper.

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