• Title/Summary/Keyword: a correlation dimension

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A Study on Time Series Analysis for the Detector Pulses of Radiation (방사선 검출신호의 시계열 분석에 관한 연구)

  • 홍석붕;정종은;김용균;문병수;권기호
    • 제어로봇시스템학회:학술대회논문집
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    • 2000.10a
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    • pp.282-282
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    • 2000
  • The analysis of the radiation effect on matter has been performed using stochastic methods. Recently, It was discovered that the detector pulses of radiation can be analysed using deterministic method that utilizes the chaotic behaviour with an attractor found in a noise region. We acquired a time series for pulse tram of Am-241 using scintillation detector and reconstructed a phase space, then performed new analysis for the radiation detection signal by applying embedding theory, Lyapunov exponent, correlation dimension, autocorrelation dimension, and power spectrum.

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Extraction of Speaker Recognition Parameter Using Chaos Dimension (카오스차원에 의한 화자식별 파라미터 추출)

  • Yoo, Byong-Wook;Kim, Chang-Seok
    • Speech Sciences
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    • v.1
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    • pp.285-293
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    • 1997
  • This paper was constructed to investigate strange attractor in considering speech which is regarded as chaos in that the random signal appears in the deterministic raising system. This paper searches for the delay time from AR model power spectrum for constructing fit attractor for speech signal. As a result of applying Taken's embedding theory to the delay time, an exact correlation dimension solution is obtained. As a result of this consideration of speech, it is found that it has more speaker recognition characteristic parameter, and gains a large speaker discrimination recognition rate.

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Introduction to Chaos Analysis Method of Time Series Signal: With Priority Given to Oceanic Underwater Ambient Noise Signal (시계열 신호의 흔돈분석 기법 소개: 해양 수중소음 신호를 중심으로)

  • Choi, Bok-Kyoung;Kim, Bong-Chae;Shin, Chang-Woong
    • Ocean and Polar Research
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    • v.28 no.4
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    • pp.459-465
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    • 2006
  • Ambient noise as a background noise in the ocean has been well known for its the various and irregular signal characteristics. Generally, these signals we treated as noise and they are analyzed through stochastical level if they don't include definite sinusoidal signals. This study is to see how ocean ambient noise can be analyzed by the chaotic analysis technique. The chaotic analysis is carried out with underwater ambient noise obtained in areas near the Korean Peninsula. The calculated physical parameters of time series signal are as follows: histogram, self-correlation coefficient, delay time, frequency spectrum, sonogram, return map, embedding dimension, correlation dimension, Lyapunov exponent, etc. We investigate the chaotic pattern of noises from these parameters. From the embedding dimensions of underwater noises, the assesment of underwater noise by chaotic analysis shows similar results if they don't include a definite sinusoidal signal. However, the values of Lyapunov exponent (divergence exponent) are smaller than that of random noise signal. As a result we confirm the possibility of classification of underwater noise using Lyapunov analysis.

BOUNDS OF CORRELATION DIMENSIONS FOR SNAPSHOT ATTRACTORS

  • Chang, Sung-Kag;Lee, Mi-Ryeong;Lee, Hung-Hwan
    • Bulletin of the Korean Mathematical Society
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    • v.41 no.2
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    • pp.327-335
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    • 2004
  • In this paper, we reformulate a snapshot attractor([5]), ($K,\;\={\mu_{\iota}}$) generated by a random baker's map with a sequence of probability measures {\={\mu_{\iota}}} on K. We obtain bounds of the correlation dimensions of ($K,\;\={\mu_{\iota}}$) for all ${\iota}\;{\geq}\;1$.

Chaos Analysis of Major Joint Motions for Young Males During Walking (보행시 젊은 남성에 대한 상.하체 주요 관절 운동의 카오스 분석)

  • Park, Jung-Hong;Kim, Kwang-Hoon;Son, Kwon
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.31 no.8
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    • pp.889-895
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    • 2007
  • Quantifying dynamic stability is important to assessment of falling risk or functional recovery for leg injured people. Human locomotion is complex and known to exhibit nonlinear dynamical behaviors. The purpose of this study is to quantify major joints of the body using chaos analysis during walking. Time series of the chaotic signals show how gait patterns change over time. The gait experiments were carried out for ten young males walking on a motorized treadmill. Joint motions were captured using eight video cameras, and then three dimensional kinematics of the neck and the upper and lower extremities were computed by KWON 3D motion analysis software. The correlation dimension and the largest Lyapunov exponent were calculated from the time series to quantify stabilities of the joints. This study presents a data set of nonlinear dynamic characteristics for eleven joints engaged in normal level walking.

A Empirical Study on the Developments of Pay Satisfaction Measurements (임금만족 측정치 개발에 관한 실증적 연구)

  • 이광희
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.23 no.54
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    • pp.119-128
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    • 2000
  • This study develops the pay satisfaction questionnaire for Korean employees. Based upon the review of previous studies, 16 questionnaire items are developed. Exploratory factor analysis results in a modified measurement through item deletion, item-to-dimension reassignment, and dimension combination. The measurement model was good fit assessed by overall fit measures(GFI; goodness of fit index, AGFI; adjusted goodness of fit index, RMR; root mean square residual) criteria, lambda score, and squared multiple correlation with confirmatory factor analysis. Implication of this work for future theoretical and empirical development are suggested.

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A Study of the Chaotic Analysis of Flow of Capillary Blood Vessel by glucose index (Rabbit의 당수치에 따른 모세혈관 혈류의 카오스적 분석에 대한 연구)

  • Choi, J.Y.;Cho, C.Y.;Kim, D.H.;Im, J.D.;Im, J.J.;Nam, S.H.
    • Proceedings of the KOSOMBE Conference
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    • v.1996 no.11
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    • pp.258-262
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    • 1996
  • The physiological systems have nonlinear complex phenomena. Expecially, the flow of capillary blood vessel has a nonlinear dynamic system. Thus, this study analyzes nonlinear characteristics of the flow of capillary blood vessel in physiological systems using chaotic tools(phase space reconstruction, correlation dimension, largest lyapunov exponent). Experimental data have been acquired from examining 10 rabbits. The results of chaotic analysis showed a decreasing largest lyapunov exponent and correlation dimension according to increasement glocose index. And we also know the chaotic behavior.

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A Study on the Correlationship between EEG Complexity by Nonlinear Dynamics Analysis and Impedance Cardiography (비선형 동역학적 방법을 통한 뇌파 복잡도와 임피던스 심장기록법(ICG) 지표와의 상관성 연구)

  • Ryu, Jae-Min;Park, Young-Bae;Park, Young-Jae
    • The Journal of the Society of Korean Medicine Diagnostics
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    • v.11 no.2
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    • pp.128-140
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    • 2007
  • Purpose: We performed this study to examine the correlationship between EEG complexity and impedance cardiography data using correlation analysis. Method: This study performed on 30 healthy subjects(16 males, 14 females). Before and after natural respiration, ICG data were recorded, and EEG raw data were measured by moving windows during 15 minutes. The correlation dimension(D2) was calculated from 15 minutes data. 8 channels EEG data were analysed with 9 index of ICG data by correlation analysis. Result: 1. ACI of impedance cardiography had significant correlationship with ch.4 of EEG complexity(p=0.03). 2. VI of impedance cardiography had significant correlationship with ch.3 of EEG complexity(p=0.034) and ch.4 of EEG complexity(p=0.017). 3. HR, TFC, PEP, LVET, STR of impedance cardiography had no significant correlationship with all of 8 channel EEG complexity. Conclusions: These results suggest that nonlinear analysis of EEG and impedance cardiography have some significant correlationship. And it can make out relationship between brain system and cardiovascular system. In the future, therefore, more study of these fields are necessary.

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The Relationship between Health Promoting Behaviors and Anger in Elderly Women (일 도시지역 여성노인의 건강증진행위와 분노와의 관계)

  • Park Mi-Young;Kang Hyun-Sook;Kim Jong-Im
    • Journal of Korean Academy of Fundamentals of Nursing
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    • v.12 no.3
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    • pp.354-361
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    • 2005
  • Purpose: The purpose of this study was to identify the relationship between health promoting behaviors and state anger and modes of anger expression in elderly women. Method: In this descriptive correlational study, the participants were 143 elderly women who lived in D city. Data were collected from September to December, 2004. Personal interviews with a structured questionnaire were used. The data were analyzed using descriptive statistics, t-test, ANOVA and Pearson correlation coefficients with SPSS Win 11.0 program. Results: The score for health promoting behavior in the elderly women was above the mean score, The dimension with the highest score was nutrition and the dimension with the lowest score was exercise. A significant negative correlation was found between health promoting behaviors and state anger, anger-in(suppression of anger) and anger-out(expression of anger) in elderly women. But there was a significant positive correlation between health promoting behaviors and anger discussion. Conclusion: State anger, anger-out, anger-in as negative variable and anger discussion as a Positive variable were identified. These results suggest that anger should be considered as an important factor when nurses develop educational programs to enhance health promoting behavior in elderly women.

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Accuracy Evaluation of Tidal Volume Measured on the Abdomen (복부에서 측정하는 일회 호흡용적의 정확도 평가)

  • Lee, In-Kwang;Kim, Seong-Sik;Jang, Jong-Chan;Kim, Koon-Jin;Kim, Kyung-Ah;Lee, Tae-Soo;Cha, Eun-Jong
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.57 no.7
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    • pp.1298-1303
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    • 2008
  • Respiration is induced by muscular contraction of the chest and abdomen, resulting in the abdominal volume change. Thus, continuous measurement of the abdominal dimension enables to monitor breathing activity. Conductive rubber cord has been previously introduced and tested to develop wearable application for respiratory measurements. This study implemented respiratory monitoring system with the conductive rubber cord in the patient's pants in purpose of quantitative estimation of tidal volume. Air mixed with $0{\sim}5%$ $CO_2$ was inhaled and the respiratory air flow rate, abdominal dimension change, and end tidal $CO_2$ concentration were simultaneously measured in steady state. $CO_2$ inhalation significantly increased the tidal volume in normal physiological state with the subject unawared. The tidal volume estimated from the abdominal dimension change linearly correlated with the tidal volume measured by a pneumotachometer with a correlation coefficient of 0.88. Customized calibration for each subject resulted in relative errors less than 10%. Therefore, the tidal volume was accurately estimated by measuring the abdominal dimension change.