• 제목/요약/키워드: Correlation time

검색결과 7,265건 처리시간 0.042초

수중 환경에서 상호상관을 이용한 시간차이 추정 (Estimation of Time Difference Using Cross-Correlation in Underwater Environment)

  • 이영필;문용선;고낙용;최현택;이정구;배영철
    • 한국항행학회논문지
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    • 제20권2호
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    • pp.155-160
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    • 2016
  • 최근에 수중 음향통신에 대한 연구가 많은 연구자들에 의해 연구되어왔다. 수중 환경 UWAC를 사용하기 위해서는 두 신호들 사이의 시간차이를 추정하는 것이 필요하다. 일반적으로 두 신호 시아의 시간차이를 추정하는 기법으로는 배경 영역이 없는 시간을 추정하여 시간 차이를 추정하는 기법, 시간을 추정하여 두 신호 사이의 상호 상관을 추정하는 기법, 시간 차이 추정을 위한 위상지연을 추정하는 기법이 주로 사용된다. 본 논문에서는 UWAC에 적용하기 위하여 시간 지연 추정에 의한 두 신호 사이의 상호상관을 계산하고 이 상호 상관을 이용한 도착 시간의 추정 결과를 0.003055 초가 됨을 보인다.

An anti-noise real-time cross-correlation method for bolted joint monitoring using piezoceramic transducers

  • Ruan, Jiabiao;Zhang, Zhimin;Wang, Tao;Li, Yourong;Song, Gangbing
    • Smart Structures and Systems
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    • 제16권2호
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    • pp.281-294
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    • 2015
  • Bolted joint connection is the most commonly used connection element in structures and devices. The loosening due to external dynamic loads cannot be observed and measured easily and may cause catastrophic loss especially in an extreme requirement and/or environment. In this paper, an innovative Real-time Cross-Correlation Method (RCCM) for monitoring of the bolted joint loosening was proposed. We apply time reversal process on stress wave propagation to obtain correlation signal. The correlation signal's peak amplitude represents the cross-correlation between the loosening state and the baseline working state; therefore, it can detect the state of loosening. Since the bolt states are uncorrelated with noise, the peak amplitude will not be affected by noise and disturbance while it increases SNR level and increases the measured signals' reliability. The correlation process is carried out online through physical wave propagation without any other post offline complicated analyses and calculations. We implemented the proposed RCCM on a single bolt/nut joint experimental device to quantitatively detect the loosening states successfully. After that we implemented the proposed method on a real large structure (reaction wall) with multiple bolted joint connections. Loosening indexes were built for both experiments to indicate the loosening states. Finally, we demonstrated the proposed method's great anti-noise and/or disturbance ability. In the instrumentation, we simply mounted Lead Zirconium Titanate (PZT) patches on the device/structure surface without any modifications of the bolted connection. The low-cost PZTs used as actuators and sensors for active sensing are easily extended to a sensing network for large scale bolted joint network monitoring.

Correlation of Curved Walking Ability with Straight Walking Ability and Motor Function in Patients with Hemiplegia

  • Lim, Jae-Heon;Park, Jang-Sung;Seo, Sam-Ki
    • The Journal of Korean Physical Therapy
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    • 제23권3호
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    • pp.13-19
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    • 2011
  • Purpose: In real life there are both straight-paths and curved-paths. To evaluate walking ability of both kinds, a figure-8 walking test (F8WT) was developed. The aim of this study was to validate the measure in hemiplegic patients with walking difficulties and to identify correlations of curved walking ability with straight walking ability, motor function, and walking performance ability. Methods: Twenty subjects participated in this study. Curved walking was measured by a F8WT. Straight walking ability was measured by a 10-meter walking test (10MWT). Dynamic balancea bility was measured by timed up and go (TUG) tests. Walking performance ability was measured using a modified motor assessment scale (MMAS). Motor function was measured by the Fugl-Meyer assessment (FMA) scale. Data were analyzed using Pearson correlation analysis. Linear regression analyses were performed to explore other functional tests in mobility ability by F8WT time, 10MWT (dependent variable). Results: There was a significant positive correlation of F8WT time with 10MWT and TUG. There was a significant negative correlation of F8WT time with MMAS and FMA-coordination. There was a significant positive correlation of 10MWT with TUG. There was a significant negative correlation of 10MWT with MMAS and FMA-coordination. The F8WT time for curved walking ability was attributed to 10MWT for straight walking ability as 94% level of contribution. Conclusion: The results suggest that the F8WT is a good instrument for measuring walking ability because there is a robust correlation of F8WT time with 10MWT, TUG, MMAS, and FMA-coordination in hemiplegic patients who, after stroke, have a mobility deficiency.

시계열 분석을 이용한 부산지역 계절식물의 개화시기 변화 (Changes of Flowering Time in the Weather Flora in Susan Using the Time Series Analysis)

  • 최철만;문성기
    • 한국환경과학회지
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    • 제18권4호
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    • pp.369-374
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    • 2009
  • To examine the trend on the flowering time in some weather flora including Prunus serrulata var. spontanea, Cosmos bipinnatus, and Robinia pseudo-acacia in Busan, the changes in time series and rate of flowering time of plants were analyzed using the method of time series analysis. According to the correlation between the flowering time and the temperature, changing pattern of flowering time was very similar to the pattern of the temperature, and change rate was gradually risen up as time goes on. Especially, the change rate of flowering time in C. bipinnatus was 0.487 day/year and showed the highest value. In flowering date in 2007, the difference was one day between measurement value and prediction value in C. bipinnatus and R. pseudo-acacia, whereas the difference was 8 days in P. mume showing great difference compared to other plants. Flowering time was highly related with temperature of February and March in the weather flora except for P. mume, R. pseudo-acacia and C. bipinnatus. In most plants, flowering time was highly related with a daily average temperature. However, the correlation between flowering time and a daily minimum temperature was the highest in Rhododendron mucronulatum and P. persica, otherwise the correlation between flowering time and a daily maximum temperature was the highest in Pyrus sp.

Dysfunction of Time Perception in Children and Adolescents with Attention-Deficit Hyperactivity Disorder

  • Shin, Dong-Won;Lim, Se-Won;Shin, Young-Chul;Oh, Kang-Seob;Kim, Eun-Jin;Kwon, Yun-Young
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
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    • 제27권1호
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    • pp.48-55
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    • 2016
  • Objectives: Children with attention-deficit hyperactivity disorder (ADHD) may have deficits in time perception, as assessed by the time estimation task and the time reproduction task, however its age-related trajectory is not yet determined. Therefore we examined the correlation between accuracy of time perception tasks and age, and the association between accuracy of estimation tasks and reproduction tasks. Methods: Sixty-three patients with ADHD, aged 8 to 18 years tested the tasks for five time durations (2, 4, 12, 45, and 60 seconds). Accuracy of tasks was assumed differences (absolute values) between raw results of tasks and original time durations. Spearman's correlation analysis was performed to determine correlation between accuracy of time perception tasks and age. Multivariate regression was used to determine the association of accuracy of estimation tasks with accuracy of reproduction tasks. Results: Age showed correlation with accuracy of estimation tasks, but not with that of reproduction tasks. We observed that the higher the accuracy in 12, 45, and 60 seconds duration time reproduction, the higher the accuracy in longer seconds duration time estimation. Conclusion: Age was correlated with time estimation accuracy whereas there was no impact on time reproduction accuracy. Association of each of the two time perception tasks, particularly in longer time duration, suggested specific impairments in time perception.

로그-합 규준화와 정준형 상관 분석을 이용한 시간 지연 추정에 관한 연구 (A time delay estimation method using canonical correlation analysis and log-sum regularization)

  • 임준석;편용국;이석진;정명준
    • 한국음향학회지
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    • 제36권4호
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    • pp.279-284
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    • 2017
  • 음원 위치 추정은 여러 방면에서 쓰임이 있는 응용 기술이다. 음원의 위치를 추정하기 위한 기본 기법 중에는 시간 지연 추정 기법이 있다. 이 기법에선 음원의 위치를 추정하기 위해서 두 개 또는 그 이상의 수신기에 들어오는 신호간의 상대적 시간 지연을 알아내야 한다. 시간 지연 추정 기법에는 일반화 된 상호 상관(Generalized Cross-Correlation, GCC) 대표적이지만, 정준형 상관 분석(Canonical Correlation Analysis, CCA)을 이용한 방법도 있다. 본 논문에서는 시간 지연 추정용 정준형 상관 분석의 고유벡터의 희소성을 이용하기 위해 새로운 알고리즘을 제안한다. 이를 위해서 로그-합(log-sum) 정규화를 이용한다. 본 논문에서는 서로 다른 여러 신호 대 잡음비 환경 하에서 비교 모의실험을 하였고, 이 비교 실험을 통하여 얻는 데이터를 통해서 제안한 새 정준형 상관 분석 기반 알고리즘이 이전의 정준형 상관분석 기반 알고리즘이나 기존 GCC보다 더 우수하다는 것을 보인다.

Relationship between time management and anxiety of Occupation Therapy students

  • Lee, Hye-Sun
    • International Journal of Advanced Culture Technology
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    • 제9권4호
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    • pp.254-259
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    • 2021
  • Time management skills are essential for Occupation Therapy students' success, and development of clinical competence. The purpose of this study was to determine the relationship between time management skills and anxiety and academic motivation of nursing students. This study was carried out on 95 Occupation Therapy students. Data were collected using demographic Questionnaire, Time Management Questionnaire (TMQ), Spielberger State-Trait Anxiety Inventory (STAI) and Academic Motivation Scale (AMS), which was completed t by self-report. Data were analyzed using SPSS 20 software with descriptive and analytical statistics such as ANOVA, independent t-test, Regression and Pearson Correlation Coefficient. The results also showed a statistically significant negative correlation between the students' TMQ scores and the state anxiety (r= -0.282, p< 0.005) and trait anxiety scores (r= -0.325, p<0.005). Moreover, there was a statistically significant positive correlation between the students' TMQ scores and AMS scores (r= 0.279, p< 0.005). Regarding the findings, it seems that it is necessary to plan for improving time management skills in order to enhance academic motivation and reduce anxiety rates among Occupation Therapy students.

Bispectrum 및 Correlation 을 이용한 뇌유발전위 검출 (Evoked Potential Estimation using the Iterated Bispectrum and Correlation Analysis)

  • 한상우;안창범
    • 대한의용생체공학회:학술대회논문집
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    • 대한의용생체공학회 1994년도 추계학술대회
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    • pp.113-116
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    • 1994
  • Estimation of the evoked potential using the iterated bispectrum and cross-correlation (IBC) has been tried for both simulation and real clinical data. Conventional time average (TA) method suffers from synchronization error when the latency time of the evoked potential is random, which results in poor SNR distortion in the estimation of EP waveform. Instead of EP signal average in time domain, bispectrum is used which is insensitive to time delay. The EP signal is recovered by the inverse transform of the Fourier amplitude and phase obtained from the bispectrum. The distribution of the latency time is calculated using cross-correlation between EP signal estimated by the bispectrum and the acquired signal. For the simulation. EEG noise was added to the known EP signal and the EP signal was estimated by both the conventional technique and bispectrum technique. The proposed bispectrum technique estimates EP signal more accurately than the conventional technique with respect to the maximum amplitude of a signal, full width at half maximum(FWHM). signal-to-noise-ratio, and the position of maximum peak. When applied to the real visual evoked potential(VEP) signal. bispectrum technique was able to estimate EP signal more distinctively. The distribution of the latency time may play an important role in medical diagonosis.

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잔향 수조에서의 시간 이력 수음 신호 간 교차상관을 이용한 수중 음속 계측 방법에 관한 실험적 검증 (Experimental Validation on Underwater Sound Speed Measurement Method Using Cross-Correlation of Time-Domain Acoustic Signals in a Reverberant Water Tank)

  • 이주엽;김국현;박성주;조대승
    • 대한조선학회논문집
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    • 제61권1호
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    • pp.1-7
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    • 2024
  • Underwater sound speed is an important analysis parameter on an estimation of the underwater radiated noise (URN) emitted from vessels. This paper aims to present an underwater sound speed measurement procedure using a cross-correlation of time-domain acoustic signals and validate the procedure through an experiment in a reverberant water tank. For the purpose, time-domain acoustic signals transmitted by a Gaussian pulse excitation from an acoustic projector have been measured at 20 hydrophone positions in the reverberant water tank. Then, the sound speed in water has been calculated by a linear regression using 190 cross-correlation cases of distances and time lags between the received signals and the result has been compared with those estimated by the existing empirical formulae. From the result, it is regarded that the presented experimental procedure to measure an underwater sound speed is reliably applicable if the time resolution is sufficiently high in the measurement.

Correlation Analysis between Rating Time and Values for Time-aware Collaborative Filtering Systems

  • Soojung Lee
    • 한국컴퓨터정보학회논문지
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    • 제28권5호
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    • pp.75-82
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    • 2023
  • 협력 필터링 시스템에서 추천 리스트의 고객 만족도를 위하여 시스템이 산출하는 항목 평가 예측치는 매우 중요하다. 시간 인지 기반 시스템에서는 사용자들의 평가 시간을 반영하여 예측치를 산출하는데, 대개 과거 평가치일수록 기하급수적으로 낮은 가중치를 부여하였다. 본 연구에서는 평가치에 대한 평가 시간의 영향력이 다양한 요인에 따라 달라지는지 알아 보기 위하여, 사용자의 평가 적극성 정도, 항목의 인기도, 그리고 항목 장르별로 사용자 평가치와 평가 시간의 상관도를 조사하였다. 두 종류의 공개 데이터셋을 활용한 분석 결과, 특히 희소 데이터셋에서 각 요인에 따라 현저히 다른 상관지수 값을 얻었다. 따라서 평가 예측치에 대한 평가 시간의 영향력의 크기는 평가 데이터 밀집도 뿐만 아니라 상기한 여러 가지 요소를 고려하여 다르게 책정되어야 한다는 사실을 확인하였다.