• 제목/요약/키워드: Variance Criterion

검색결과 198건 처리시간 0.024초

터보부호의 복호지연 감소를 위한 새로운 반복중단 알고리즘 (New Stop Criterion for Reduce of Decoding Delay of Turbo Codes)

  • 심병섭;이완범;정대호;임순자;김태형;김환용
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2004년도 하계종합학술대회 논문집(1)
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    • pp.39-42
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    • 2004
  • Turbo codes, proposed by Berrou, that increase the interleaver size and the number of iteration have better than conventional convolutional codes, in case of BER performance. However, because turbo codes has been required much decoding delay to increase iteration number, it demands unnecessary iterative decoding. Therefore, in this paper, we propose iterative decoding stop criterion that uses the variance of absolute value of LLR. This algorithm can be reduced average iterative decoding number and had lossless performance of BER, because of decreasing unnecessary iterative decoding.

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단순선형회귀와 이차형식회귀모형을 중심으로 D-와 이분산 G-최적에 비교한 Iλ-최적실험기준의 특성연구 (Characteristics of Iλ-optimality Criterion compared to the D- and Heteroscedastic G-optimality with respect to Simple Linear and Quadratic Regression)

  • 김영일
    • 품질경영학회지
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    • 제21권2호
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    • pp.140-155
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    • 1993
  • The characteristics of $I_{\lambda}$-optimality, one of the linear criteria suggested by Fedorov (1972) are investigated with respect to the D-and heteroscedastic G-optimality in case of non-constant variance function. Though having limited results obtained from simple models, we may conclude that $I_{\lambda}$-optimality is sometimes preferred to the heteroscedastic G-optimality suggested newly bv Wong and Cook (1992) in the sense that the experimenter's belief in weighting function exists in $I_{\lambda}$-optimality criterion, not to mention its computational simplicity.

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On the Model Selection Criteria in Normal Distributions

  • Chung, Han-Yeong;Lee, Kee-Won
    • Journal of the Korean Statistical Society
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    • 제21권2호
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    • pp.93-110
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    • 1992
  • A model selection approach is used to find out whether the mean and the variance of a unique sample are different from the pre-specified values. Normal distribution is selected as an approximating model. Kullback-Leibler discrepancy comes out as a natural measure of discrepancy between the operating model and the approximating model. Several estimates of selection criterion are computed including AIC, TIC, and a coupleof bootstrap estimator of the selection criterion are considered according to the way of resampling. It is shown that a closed form expression is available for the parametric bootstrap estimated cirterion. A Monte Carlo study is provided to give a formal comparison when the operating family itself is normally distributed.

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측정잡음의 통계적 성질이 미지인 경우의 선형 이산치형계통의 동정에 관한 연구 (A Study On Identification Of A Linear Discrete System When The Statistical Characteristics Of Observation Noise Are Unknown)

  • 하주식;박장춘
    • 전기의세계
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    • 제22권4호
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    • pp.17-24
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    • 1973
  • In the view point of practical engineering the identification problem may be considered as a problem to determine the optimal model in the sense of minimizing a given criterion function using the input-output records of the plant. In the system identification the statistical approach has been known to be very effective when the topological structure of the system and the statistical characteristics of the observation noises are known a priori. But in the practical situation there are many cases when the inforhation about the observation noises or the system noises are not available a priori. Here, the authors propose a new identification method which can be used effectively even in the cases when the variances of observation noises are unknown a priori. In the method, the identification of unknown parameters of a linear diserete system is achieved by minimizing the improved quadratic criterion function which is composed of the term of square equation errors and the term to eliminate the affection of observation noises. The method also gives the estimate of noise variance. Numerical computations for several examples show that the proposed procedure gives satisfactory results even when the short time observation data are provided.

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또래관계의 질 평가를 위한 RCP(Revised Class Play)의 타당화 연구 (Validation of the Revised Class Play Scale for the Assessment of the Quality of Peer Relations)

  • 천희영
    • 아동학회지
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    • 제20권2호
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    • pp.3-19
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    • 1999
  • The Revised Classroom Play(RCP) scale was validated for Korean 4th grade students. 104 boys and 80 girls took the translated RCP. Test-retest reliability was established with 41 children after 2 months, and test of criterion-related validation was established by the Social Behavior Scale administered to 71 children. All raw scores were standardized by classroom and sex to adjust for differences in the number of nominators and nominatees. The structure of the RCP resulted in 3 factors, 'sociability-disruptive' and 'shy-isolated', with 28 items similar to the original RCP 3 factors. For criterion-related validity, the correlations between the 3 factors of the RCP and the 3 factors of the Social Behavior Scale were positive. For internal consistencies, Cronbach's ${\alpha}$ of the RCP factors ranged from .77 to .94. Test-retest reliability coefficients ranged from .33 to .51. Analyses of variance revealed good item discrepancies for all 28 items. These results confirm the RCP as a valid and reliable measure of the quality of peer relations.

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Time-Delay Estimation in the Multi-Path Channel based on Maximum Likelihood Criterion

  • Xie, Shengdong;Hu, Aiqun;Huang, Yi
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제6권4호
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    • pp.1063-1075
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    • 2012
  • To locate an object accurately in the wireless sensor networks, the distance measure based on time-delay plays an important role. In this paper, we propose a maximum likelihood (ML) time-delay estimation algorithm in multi-path wireless propagation channel. We get the joint probability density function after sampling the frequency domain response of the multi-path channel, which could be obtained by the vector network analyzer. Based on the ML criterion, the time-delay values of different paths are estimated. Considering the ML function is non-linear with respect to the multi-path time-delays, we first obtain the coarse values of different paths using the subspace fitting algorithm, then take them as an initial point, and finally get the ML time-delay estimation values with the pattern searching optimization method. The simulation results show that although the ML estimation variance could not reach the Cramer-Rao lower bounds (CRLB), its performance is superior to that of subspace fitting algorithm, and could be seen as a fine algorithm.

터보부호의 오류확률 분산값을 이용한 효율적인 반복중단 알고리즘 (An Efficient Iterative Decoding Stop Criterion Algorithm using Error Probability Variance Value of Turbo Code)

  • 정대호;심병섭;임순자;김태형;김환용
    • 한국통신학회논문지
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    • 제29권10C호
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    • pp.1387-1394
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    • 2004
  • 터보부호는 디지별 이동통신 시스템에서 사용되는 오류정정 부호화 기법의 일종으로써 반복복호가 진행됨에 따라서 AWGN 채널 환경에서 BER성능이 향상된다는 것은 잘 알려진 사실이다. 그러나 다양한 채널 환경하에서 반복복호 횟수가 증가하면 무의미한 반복이 이루어져서 복호하는데 필요한 복호 지연시간과 계산량이 증가하게 되고 전력소모 또한 커지게 되는 단점을 가진다. 따라서 본 논문에서는 터보부호의 평균 반복복호 횟수를 크게 감소시킬 수 있는 효율적인 반복중단 알고리즘을 제안한다. 제안된 반복중단 알고리즘은 고정된 반복 횟수 이전에 반복복호를 효율적으로 중단시킬 수 있는 기법으로써 연판정 출력값에 대한 오류확률의 분산값을 중단조건으로 이용하여 BER성능의 손실없이 평균 반복복호 첫수를 크게 감소시킬 수 있음을 확인하였다. 모의실험 결과, 제안된 알고리즘의 평균 반복복호 횟수는 HDA 알고리즘과 비교하여 약 2.25%~14.31% 정도의 감소효과를 나타냈으며 CE 알고리즘과 비교하여 약 3.79%~14.38% 정도의 감소효과를 나타내었다.

PCA에 의한 도서분류에 관한 연구( I ) (A Study on the Classification of Islands by PCA ( I ))

  • 이강우
    • 수산경영론집
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    • 제14권2호
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    • pp.1-14
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    • 1983
  • This paper considers a classification of the 88 islands located at Kyong-nam area in Korea, using by examples of 12 components of the islands. By means of principal component analysis 2 principle components were extracted, which explained a total of 73.7% of the variance. Using an eigen variable criterion (λ>1), no further principle components were discussed. Principal component 1 and 2 explained 63.4% and 10.3% of the total variance respectively, The representation of the unrelated factor scores along the first and second principal axes produced a new information with respect to the classification of the islands. Based upon the representation, 88 islands were classified into 6 groups i. e. A, B, C, D, E, and F according to similarity of the components among them in this paper. The "Group F" belongs to a miscellaneous assortment that does not fit into the logical category. category.

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부분적 단계충격 수명검사에 관한 직렬형 시스템의 최적 검사계획 (Optimal design of partially step-stress life testing for the series systems)

  • 박희창;이석훈
    • 응용통계연구
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    • 제8권2호
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    • pp.121-132
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    • 1995
  • 정상조건에서 수명이 상당히 긴 다수의 부품으로 구성된 직렬형 시스템의 수명검사를 현실적으로 수행하기 위해 부분적 단계충격 수명검사의 최적 검사계획에 관하여 고찰하였다. 시스템을 구성하고 있는 부품의 수명이 서로 독립인 지수분포를 따르는 것으로 가정하여 각 부품의 고장률과 가속인자의 최우추정량을 구하였다. 또한 각 부품의 고장률과 가속인자에 관한 최우추정량의 일반화 점근분산의 합과 각 부품의 가속인자에 관한 최우추정량의 점근분산의 합을 구하여 이를 최소가 되게 하는 최적변환시점의 결정방법을 제안하였다.

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Design of Step-Stress Accelerated Life Tests for Weibull Distributions with a Nonconstant Shape Parameter

  • Kim, C. M.;D. S. Bai
    • Journal of the Korean Statistical Society
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    • 제28권4호
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    • pp.415-433
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    • 1999
  • This paper considers the design of step-stress accelerated life tests for the Weibull distribution with a nonconstant shape parameter under Type I censoring. It is assumed that scale and shape parameters are log-linear functions of (possibly transformed) stress and that a cumulative exposure model holds for the effect of changing stress. The asymptotic variance of the maximum likelihood estimator of a stated quantile at design stress is used as an optimality criterion. The optimum three step-stress plans are presented for selected values of design parameters and the effects of errors in pre- estimates of the design parameters are investigated.

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