• Title/Summary/Keyword: Variance of Analysis

Search Result 6,248, Processing Time 0.035 seconds

Empirical model of over-all ship's magnetism (총체적 선체현장의 실험모델)

  • 박길현;정태권;이상집
    • Journal of the Korean Institute of Navigation
    • /
    • v.13 no.3
    • /
    • pp.1-20
    • /
    • 1989
  • In order to provide a basic information to locate the sensor of remote-indicating magnetic compass onboard, an empirical model for the over-all ship's magnetism was developed based on the periodicity of the observed magnetic field around the vessels. The values of model parameters were determined by least-square method and optimum numbers of them were fixed using Akaike's information criterion theory, and also an approximation method to determine parameter was proposed based on the symmetrical characteristic of observed data versus ship's length. The confidence level of the newly developed models was tested by analysis of variance method. The agreement between the modelled and real values was found to be remarkably accurate.

  • PDF

The dynamics of self-organizing feature map with constant learning rate and binary reinforcement function (시불변 학습계수와 이진 강화 함수를 가진 자기 조직화 형상지도 신경회로망의 동적특성)

  • Seok, Jin-Uk;Jo, Seong-Won
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.2 no.2
    • /
    • pp.108-114
    • /
    • 1996
  • We present proofs of the stability and convergence of Self-organizing feature map (SOFM) neural network with time-invarient learning rate and binary reinforcement function. One of the major problems in Self-organizing feature map neural network concerns with learning rate-"Kalman Filter" gain in stochsatic control field which is monotone decreasing function and converges to 0 for satisfying minimum variance property. In this paper, we show that the stability and convergence of Self-organizing feature map neural network with time-invariant learning rate. The analysis of the proposed algorithm shows that the stability and convergence is guranteed with exponentially stable and weak convergence properties as well.s as well.

  • PDF

The Study on Health Promoting Lifestyle of the Elderly Women (여성노인의 건강증진 생활양식 이행의 예측요인에 관한 연구)

  • 성미혜;임영미
    • Journal of Korean Academy of Nursing
    • /
    • v.33 no.6
    • /
    • pp.762-771
    • /
    • 2003
  • Purpose: This study was undertaken in order to determine factors affecting health promoting lifestyle of elderly women. Method: The subjects were 299 elderly community residing women over the age 65 living in 2 large cities. The instruments used for this study were a survey of general characteristics, health promoting lifestyle(47items), perceived health status(6 items), self-efficacy(l7 items), and social support(18 items). The data was analyzed using descriptive statistics, t-test, ANOVA, Pearson correlation coefficients, and Stepwise Multiple Regression. Result: The result of the study are as follows: The average item score for the health promoting lifestyle was 2.46, the highest score on the subscale was interpersonal support(M=2.83). A significant difference between age, education level, income, experience of smoking, alcohol, exercise, and health promoting lifestyle were found. Stepwise multiple regression analysis revealed that the most powerful predictor of health promoting lifestyle was social support(55%). Conclusion: Social support accounted for 54% of the variance in health promoting lifestyle in the elderly women. Therefore, health promoting programs that increase social support should be developed to promote a healthy lifestyle of the elderly women.

Food and Nutrient Consumption Patterns of Korean Adults Based on their Levels of Self Reported Stress (한국성인의 주관적 스트레스와 식품 및 영양소 섭취와의 관련성)

  • 김영옥
    • Korean Journal of Community Nutrition
    • /
    • v.8 no.3
    • /
    • pp.340-348
    • /
    • 2003
  • Differences in food and nutrient intake among Korean adults based on different stress levels were investigated using information obtained from 7,370 adults who participated in the 1998 Korean National Health and Nutrition Survey. The twenty-four hour recall method was used for this dietary survey. Data pertaining to indivisual stress levels were collected by means of interviews as part of the National Health Behavior Survey. Following the analysis of variance, Duncan's Multiple Range Test was used to test the differences in food and nutrient intake among groups with different levels of stress. Eighty-three percent of the study subjects were reported to have a certain level of stress. Unlike the observations made in European and American studies, there were no significant differences observed in food and nutrient intake based on the stress levels among Korean adults of either sexes. These results may imply that even though stress was clustered with other health related behavior, the association between food intake and stress among Koreans was very weak. (Korean J Community Nutrition 8(3) : 340∼348, 2003)

다구찌 방법을 이용한 공정변수의 최적화

  • 이수호;박원식;조형석
    • Proceedings of the Korean Society of Precision Engineering Conference
    • /
    • 1995.10a
    • /
    • pp.907-910
    • /
    • 1995
  • Though SLA(Stereolithography Apparatus) is being recognized as an innovative technology, it still can not be used to fully practical applications since it lacks of dimensional accuracy compared to conventional processes. In SLA, the accuracy of cured part depends upon the set of process parmeters. In order to improve the accuracy of SLA, this paper quantitatively evaluates how largely each process parameter of SLA contributes to the part accuracy and estimates the optimal set of process parameter which minimizes the dimensional errors of the test part, "letter-H" part. For this purpose, we use ANOVA(analysis of variance) and S/N(signal-to-noise)ratio of Taguchi method.hi method.

  • PDF

A Study on the Comparison of Denoising Performance of Stationary Wavelet Transform for Discharge Signal Data in Cast-resin Transformer (SWT(Stationary Wavelet Transform)를 이용한 몰드변압기 방전 측정신호의 디노이징 특성 연구)

  • Choi, Myeong-Il;Kim, Jae-Chul
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
    • /
    • v.28 no.3
    • /
    • pp.84-90
    • /
    • 2014
  • The partial discharge of Cast-resin Transformer has a difficulty to be analyzed, because it is an abnormal condition signal of which stochastic characteristics varies with time variance. In this study, background noise coming from the outside of the cast-resin transformers through ground wire can be removed and only a discharge signal of which defects are simulated can be obtained, using the wavelet transform method, which is a time-frequency domain analysis technique. As a result, it was confirmed that de-noising using the SWT technique is the best efficient among three methods of the wavelet transform techniques.

A Study on the Contour-Preserving Image Filtering for Noise Removal (잡음 제거를 위한 윤곽선 보존 기법에 관한 연구)

  • Yoo, Choong-Woong;Ryu, Dae-Hyun;Bae, Kang-Yeul
    • Journal of the Korean Institute of Telematics and Electronics T
    • /
    • v.36T no.4
    • /
    • pp.24-29
    • /
    • 1999
  • In this paper, a simple contour-preserving filtering algorithm is proposed. The goal of the contour-preserving filtering method is to remove noise ad granularity as the preprocessing for the image segmentation procedure. Our method finds edge map and separates the image into the edge region and the non-edge region using this edge map. For the non-edge region, typical smoothing filters could be used to remove the noise and the small areas during the segmentation procedure. The result of simulation shows that our method is slightly better than the typical methods such as the median filtering and gradient inverse weighted filtering in the point of view of analysis of variance (ANOVA).

  • PDF

A Study of Children's Anger-Expression Styles: A Q-Methodological Approach (초등학교 저학년 아동의 분노표현방식 유형에 관한 연구: Q 방법론 적용)

  • Jang, Hye-Ju;Lim, Ji-Young
    • Journal of the Korean Home Economics Association
    • /
    • v.49 no.4
    • /
    • pp.11-23
    • /
    • 2011
  • The purpose of this study was to identify children's different styles of anger-expression and the characteristics of each anger-expression style. The Q-methodology with a 32 Q-sample was used to investigate and analyze the subjective expression of childrens's anger experiences. The subjects were 22 children living in D city, and the data were collected by means of interviews. The analysis revealed six styles of anger-expression, a solution which accounted for 65.13% of the total variance. The six styles were labeled "Patience type", "Avoidance-conversion type", "Reaction-seek type", "Control type", "Repression type", and "Conversion-consideration type". It was recommended that intervention strategies for children's appropriate anger-expression mode should be based on these six anger-expression styles.

A Study on the effect of cutting parameters in face turning based on the Taguchi method (다구찌 방법에 기초한 단면절삭에서 절삭파라미터 영향에 관한 연구)

  • 장성민;조명우
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
    • /
    • 2003.04a
    • /
    • pp.111-116
    • /
    • 2003
  • In this paper, object of experiment is to study on the effect of cutting parameters to obtain optimal surface toughness in face turning. Surface roughness is significantly important to be high quality of parts produced by turning process. For this purpose, the optimization of cutting parameters for fan Owning operation is investigated applying the Taguchi method. An orthogonal array, signal-to-noise ratio, and the analysis of variance are employed to evaluate effect of cutting parameters fir face turning. Also confirmation tests were performed to make a comparison between the results predicted from the mentioned correlations and the theoretical results. Cutting experiment is performed without cutting fluid using coated tungsten carbide inserts about workpieces of SM45C.

  • PDF

Performance Analysis of GPS Anti-Jamming Method Using Dual-Polarized Antenna Array in the Presence of Steering Vector Errors

  • Park, Kwansik;Seo, Jiwon
    • Journal of Positioning, Navigation, and Timing
    • /
    • v.9 no.2
    • /
    • pp.59-63
    • /
    • 2020
  • The antenna arrays are known to be effective for GPS anti-jamming and the performance can be improved further if a dual-polarized antenna array is used. However, when the Minimum Variance Distortionless Response (MVDR) beamformer is used as a signal processing algorithm for the dual-polarized antenna array, the anti-jamming performance can degrade in the presence of errors in the steering vector that is a key factor of the MVDR beamformer. Therefore, in this paper, the effect of the steering vector error on the anti-jamming performance of the dual-polarized antenna array is analyzed by simulations and the result is compared to that of the single-polarized antenna array.