• Title/Summary/Keyword: re-sampling

검색결과 189건 처리시간 0.026초

주기별 맥동파형의 절흔점 위치변화 특성을 이용한 혈압 추정 (Estimation of the Blood Pressure Using Point Variation Aspect of Dicrotic Notch on Pulsating Waveform at Each Cardiac Periods)

  • 백승완;박성민;손정만;박근철;이상훈;장우영;전아영;전계록
    • 센서학회지
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    • 제22권2호
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    • pp.136-143
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    • 2013
  • In the study, novel blood pressure estimation method was proposed to improve the accuracy of oscillometric method. The proposed algorithm estimated the blood pressure by comparing and analyzing the point variation aspect of dicrotic notch on pulsating waveform during each cardiac cycle. The waveforms of each cardiac cycle were extracted by maximum points. The extracted pulsating waveforms were applied by re-sampling, end-matching, and normalization. The systolic and diastolic blood pressures were estimated by point variation aspect of dicrotic notch. The blood pressures, which were estimated from proposed algorithm, were compared and analyzed by blood pressures from oscillometric methods and auscultation. The systolic blood pressure from oscillometric methods were +0.88 mmHg more than proposed algorithm, and 1.875 less than the diastolic blood pressures from proposed algorithm. The systolic and diastolic blood pressures from auscultation were 2.89 mmHg and 3.44 mmHg less than the blood pressures from proposed algorithm. As the errors between blood pressures from proposed algorithm, oscillometric method and auscultation were less than 5 mmHg, the proposed algorithm was effective.

Implementation and Performance Analysis of Multi-GNSS Signal Collection System using Single USRP

  • Park, Kwi Woo;Choi, Yun Sub;Lee, Min Joon;Lee, Sang Jeong;Park, Chansik
    • Journal of Positioning, Navigation, and Timing
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    • 제5권1호
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    • pp.11-20
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    • 2016
  • In this paper, a system that can collect GPS L1 C/A, GLONASS G1, and BDS B1I signals with single front-end receiver was implemented using a universal software radio peripheral (USRP) and its performance was verified. To acquire the global navigation satellite system signals, hardware was configured using USRP, antenna, external low-noise amplifier, and external oscillator. In addition, a value of optimum local oscillator frequency was selected to sample signals from three systems with L1-band with a low sampling rate as much as possible. The comparison result of C/N0 between the signal collection system using the proposed method and commercial receiver using double front-end showed that the proposed system had 0.7 ~ 0.8dB higher than that of commercial receiver for GPS L1 C/A signals and 1 ~ 2 dB lower than that of commercial receiver for GLONASS G1 and BDS B1I. Through the above results, it was verified that signals collected using the three systems with a single USRP had no significant error with that of commercial receiver. In the future, it is expected that the proposed system will be combined with software-defined radio (SDR) and advanced to a receiver that has a re-configuration channel.

토널 마스커 특성을 이용한 오디오 워터마킹 (An Audio Watermarking Method Using the Attribute of the Tonal Masker)

  • 이희숙;이우선
    • 한국음향학회지
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    • 제22권5호
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    • pp.367-374
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    • 2003
  • 본 논문에서는 토널 마스커 특성을 이용한 오디오 워터마킹 기법을 제안한다. 먼저 오디오 워터마킹 특성으로서의 토널 마스커 특성을 분석한다. 기존의 심리음향 연구들에 의하여 토널 마스커를 구성하는 주파수 신호들에 대해 비지각적인 변조가 가능하다. 그리고 여러 신호처리에 대해 처리 전, 후의 톤과 좌, 우 주파수 신호의 에너지 관계를 비교하면 매우 적은 변화를 보인다. 이러한 토널 마스커 특성을 이용한 워터마킹 기법을 제안한다. 제안하는 기법은 톤의 좌, 우 주파수의 에너지 차이를 변조하여 하나의 워터마크 비트를 내장하고, 원음 없이 내장시의 비밀키를 이용하여 변조된 토널 마스커를 찾은 후 내장된 워터마크 비트를 판단하는 기법이다. 제안한 기법은 잡음 삽입과 압축, 대역 통과 필터링, 샘플링 변환, 반향처리, 주파수 등화의 공격 후, 클래식과 팝에 대해 각각 평균 오류율 0.11%, 1.26%를 보였다. 그리고 주관적인 음질 평가를 통하여 평균 SDG (Subjective Diff-Grades) -0.31의 결과를 얻었다.

다층퍼셉트론 기반 리 샘플링 방법 비교를 위한 마이크로어레이 분류 예측 에러 추정 시스템 (Classification Prediction Error Estimation System of Microarray for a Comparison of Resampling Methods Based on Multi-Layer Perceptron)

  • 박수영;정채영
    • 한국정보통신학회논문지
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    • 제14권2호
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    • pp.534-539
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    • 2010
  • 게놈 연구에서 수천 개의 특징들은 비교적 작은 샘플들로부터 모아진다. 게놈 연구의 목적은 미래 관찰들의 결과를 예측하는 분류기를 만드는 것이다. 분류기를 만들기 위해서는 특징 선택, 모델 선택 그리고 예측 평가 등의 3단계 과정을 거친다. 본 논문은 예측 평가에 초점을 맞추고 모든 슬라이드의 사분위수를 똑같게 맞추는 quantilenormalization 적용하여 마이크로어레이 데이터를 표준화 한 후 특징 선택에 앞서 예측 모델의 '진짜' 예측 에러를 평가하기 위해 몇 개의 방법들을 비교하는 시스템을 고안하고 방법들의 예측 에러를 비교 분석 하였다. LOOCV는 전체적으로 작은 MSE와 bias를 나타내었고, 크기가 작은 샘플에서 split 방법과 2-fold CV는 매우 좋지 않는 결과를 보였다. 계산적으로 번거로운 분석에 대해서는 10-fold CV가 LOOCV보다 오히려 더 낳은 경향을 보였다.

쇼핑가치 추구집단에 따른 의류제품 구매후 만족에 관안 연구 (A Study on the Post-Purchase Satisfaction of Clothing related to Shopping Value)

  • 김지영;박재옥
    • 한국의류학회지
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    • 제26권3_4호
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    • pp.548-559
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    • 2002
  • 본 연구에서는 소비자 측면에서 영향을 미치는 중요한 요소인 소비자 특성에 따라 소비후 과정이 달라지는 점에 주목하여 쇼핑가치에 따라 만족을 판단하는 과정에 어떠한 차이를 보이고 있는지를 알아보았다. 본 연구의 자료수집은 대학생을 대상으로 설문지 응답방식을 수집하였으며, 총 614부를 최종 자료분석에 사용하였다. 통계분석을 위하여 군집분석, t-test를 실시하였으며, 제시된 인과모형을 검증하기 위하여 공변량구조모형분석을 이용하였다.

Molecular analysis of genetic diversity, population structure, and phylogeny of wild and cultivated tulips (Tulipa L.) by genic microsatellites

  • Pourkhaloee, Ali;Khosh-Khui, Morteza;Arens, Paul;Salehi, Hassan;Razi, Hooman;Niazi, Ali;Afsharifar, Alireza;Tuyl, Jaap van
    • Horticulture, Environment, and Biotechnology : HEB
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    • 제59권6호
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    • pp.875-888
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    • 2018
  • Tulip (Tulipa L.) is one of the most important ornamental geophytes in the world. Analysis of molecular variability of tulips is of great importance in conservation and parental lines selection in breeding programs. Of the 70 genic microsatellites, 15 highly polymorphic and reproducible markers were used to assess the genetic diversity, structure, and relationships among 280 individuals of 36 wild and cultivated tulip accessions from two countries: Iran and the Netherlands. The mean values of gene diversity and polymorphism information content were 0.69 and 0.66, respectively, which indicated the high discriminatory power of markers. The calculated genetic diversity parameters were found to be the highest in wild T. systola Stapf (Derak region). Bayesian model-based STRU CTU RE analysis detected five gene pools for 36 germplasms which corresponded with morphological observations and traditional classifications. Based on analysis of molecular variance, to conserve wild genetic resources in some geographical locations, sampling should be performed from distant locations to achieve high diversity. The unweighted pair group method with arithmetic mean dendrogram and principal component analysis plot indicated that among wild tulips, T. systola and T. micheliana Hoog exhibited the closest relationships with cultivated tulips. Thus, it can be assumed that wild tulips from Iran and perhaps other Middle East countries played a role in the origin of T. gesneriana, which is likely a tulip species hybrid of unclear origin. In conclusion, due to the high genetic variability of wild tulips, they can be used in tulip breeding programs as a source of useful alleles related to resistance against stresses.

인천 공항 주변 고해상도 항공기 추적 정보 기반의 바람 관측자료 생산 및 품질 검증 (Retrieval and Quality Assessment of Atmospheric Winds from the Aircraft-Based Observation Near Incheon International Airport, Korea)

  • 김정민;김정훈
    • 대기
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    • 제32권4호
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    • pp.323-340
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    • 2022
  • We analyzed the high-resolution wind data of Aircraft-Based Observation from the Mode-Selective Enhanced Surveillance (Mode-S EHS) data in Korea. For assessment of its quality, the Mode-S wind data was compared with the ECMWF ReAnalysis 5 (ERA5) reanalysis and Aircraft Meteorological Data Relay (AMDAR) data for more than 3-months from 7 May 2021 to 24 August 2021 near Incheon International Airport, Korea. Considering that the AMDAR reports are not provided by all commercial aircraft, total number of the Mode-S derived wind data with a second sampling rate was about twice larger than that of available AMDAR wind data. After the quality control procedures by removing erroneous samples, it was found that the root mean square errors (RMSEs) of the Mode-S retrieved winds are similar to that from the AMDAR winds. In particular, between 550 and 650 hPa levels, RMSE of the Mode-S (AMDAR) zonal wind against ERA5 data was about 2.3 m s-1 (1.9 m s-1), and those increased to 3.3 m s-1 (2.4 m s-1) in 200~500 hPa levels. A similar trend was found in the meridional wind, but a distinct positive mean bias of 2.16 m s-1 was observed between 875 and 1,000 hPa levels. Winds retrieved from the Mode-S also showed a good agreement directly with AMDAR data. As the Mode-S provides a large amount of data with a reliable quality, it can be useful for both data assimilation in the numerical weather prediction model and situational awareness of wind and turbulence for aviation safety in Korea.

이중과제운동이 뇌졸중 환자의 호흡과 균형 및 일상생활활동에 미치는 영향 (Effects of Dual-Task Exercise on Breathing, Balance, and Activity of Daily Living in Stroke Patients)

  • 최현;문영준;백승윤
    • 대한물리의학회지
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    • 제19권2호
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    • pp.91-98
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    • 2024
  • PURPOSE: This study aimed to provide basic clinical data by investigating the impact of Activities of daily living-related dual-task intervention on lung function, balance, and Activities of daily living of stroke patients. METHODS: After sampling 40 stroke patients who met the selection criteria, this study randomly assigned 20 patients who received dual-task exercise intervention to the experimental group and 20 patients who received single exercise intervention to the control group by drawing lots. Next, the study pre-tested their lung function, balance, and activity of daily living. All interventions were conducted for 30 minutes, 3 times a week for 4 weeks, and when all interventions were completed after 4 weeks, lung function, balance, and activity of daily living were re-measured in the same way as the pre-test. RESULTS: In comparing changes in lung function, balance, and activity of daily living within each of the experimental and control groups, statistically significant improvement were found in the experimental group only (p < .01). Statistically significant improvement were also found in lung function, balance, and activities of daily living between the groups (p < .05) (p < .01). CONCLUSION: A statistically significant improvements were found in lung function, balance, and activities of daily living only in the experimental group and statistically significant differences were found between groups. Because they take arm exercises by maintaining balance in a standing position on a labile surface and through dual-task exercise such as folding a towel, moving a cup, and throwing and catching a ball, muscles related to lung function were stimulated and lung function and balance were improved. This helped activities of daily living to be improved. Thus, it is considered that dual-task exercise should be utilized for stroke patients' smooth everyday life.

관찰훈련을 병행한 신장운동이 뇌졸중 환자의 목 정렬과 균형에 미치는 영향 (Effects of a Stretching Exercise Combined with Observation Training on Neck Alignment and Balance in Stroke Patients)

  • 강정일;백승윤
    • 대한물리의학회지
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    • 제19권1호
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    • pp.61-68
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    • 2024
  • PURPOSE: This study aimed to provide basic clinical data by analyzing the impact of motion observation training and stretching exercises for improving postures on the neck alignment and balance of stroke patients to enable them to accurately recognize the correct exercise method. METHODS: After sampling 20 stroke patients who met the selection criteria, this study randomly assigned 10 people who were administered the stretching exercise with observation training to the experimental group and 10 who received only the stretching exercise intervention to the control group by drawing lots. Next, neck alignment and balance were pre-tested. All interventions were conducted for 30 minutes, 3 times a week for 4 weeks, and when all the interventions were completed after 4 weeks, neck alignment and balance were re-measured in the same way as the pre-test. RESULTS: The comparison of changes in neck alignment and balance within the experimental and control groups showed statistically significant differences in the craniovertebral angle, cranial rotation angle, and balance (p < .05) (p < .01). Between the groups, statistically significant differences were found in the craniovertebral angle, cranial rotation angle, and balance (p < .05) (p < .01). CONCLUSION: A statistically significant difference in neck alignment and balance was observed in the group that underwent stretching exercises combined with observational training and a statistically significant difference was found between the groups. Therefore, it is believed that observation training should be used in clinical practice to improve forward head posture and restore balance in stroke patients.

SP 데이터의 Repeated Measurement Problem 분석 (Analysis of Repeated Measurement Problem in SP data)

  • CHO, Hye-Jin
    • 대한교통학회지
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    • 제20권1호
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    • pp.111-119
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    • 2002
  • SP 방법의 장점중 하나는 개인의 응답자로부터 다수의 응답(Repeated observations)을 받을 수 있는 점이다. 그러나 이렇게 얻은 개인의 다중응답을 각각의 응답이 독립적이라는 것을 가정하고 있는 단순한 모델링방법을 이용해서 분석하면 t값이 상향되는 문제를 가져올 수 있다. 이러한 문제를 다중응답의 문제(Reapeated Measurement Problem)라고 한다 본 연구는 다양한 접근을 통해서 이러한 다중응답의 문제(Reapeated Measurement Problem)를 다루고, 단순한 모델링방법을 통한 모델추정치가 신뢰할 만한가를 검증하도록 한다. 다양한 접근중에서 본 연구에서는 Jackknife와 Kocurs 방법을 적용하였다. Jackknife 방법은 JACKKNIFE란 소프트웨어를 사용해서 분석하였다. Jackknife 추정치와 Kocurs 추정치를 단순한 모델링기법을 적용한 모델추정치와 비교하여서 다중응답의 문제(Repeated Measurement Problem)의 발생여부와 모델추정치에 어느정도 영향을 미치는 지를 분석하였다. 단순모델링의 추정치와 Jackknife 추정치의 표준오차도 비교하였다. 결과를 요약하면. Kocurs방법의 추정치의 t값은 단순한 모델링기법과 Jackknife 추정치의 t값보다 매우 낮게 나타났으며, 이는 Kocurs방법은 파라미터의 유의성을 지나치게 하향추정하는 것을 의미한다. Jackknife 방법의 추정치는 단순한 모델링기법의 추정치와 계수값은 거의 유사하나 t값이 다소 적은 것으로 나타났다. 이러한 결과들은 단순한 모델링기법의 계수값은 정확하나 유의정도가 다소 과장되는 것을 의미한다. 결론적으로 본 연구에서 사용한 데이터에는 다중응답의 문제가 존재하나 모델추정 티에 유의하게 영향을 미치지 않는 것으로 나타났다 SP 방법을 사용한 데이터를 분석할 경우 다중응답의 문제(Repeated Measurement Problem)를 분석하는 절차를 반드시 수행하여야 한다. 만약 단순한 모델링기법의 추정치가 다중응답의 문제로 인해서 영향을 받았다면 반드시 모델링 추정치를 보정하여야 한다.