• 제목/요약/키워드: sequential separation

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시계열 해석을 이용한 팔운동 근전신호의 기능분리 (Functional Separation of Myoelectric Signal of Human Arm Movements Using Time Series Analysis)

  • 홍성우;남문현
    • 대한전기학회논문지
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    • 제41권9호
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    • pp.1051-1059
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    • 1992
  • In this paper, two general methods using time-series analysis in the functional separation of the myoelectric signal of human arm movements are developed. Autocorrelation, covariance method and sequential least squares algorithm were used to determine the model parameters and the order of signal model to describe six arm movement patterns` the forearm flexion and extension, the wrist pronation and supination, rotation-in and rotation-out. The confidence interval to classify the functions of arm movement was defined by the mean and standard deviation of total squared error. With the error signals of autoregressive(AR) model, the result showed that the highest success rate was obtained in the case of 4th order, and success rate was decreased with increase of order. Autocorrelation was the method of choice for better success rate. This technique might be applied to biomedical and rehabilitation engineering.

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BSS를 이용한 회전 기계 진단 신호 분석 (Identification of fault signal for rotating machinery diagnosis using Blind Source Separation (BSS))

  • Seo, Jong-Soo;Lee, Jeong-Hak;J. K. Hammond
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2003년도 춘계학술대회논문집
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    • pp.839-845
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    • 2003
  • This paper introduces multichannel blind source separation (BSS) and multichannel blind deconvolution (MBD) based on higher order statistics of signals from convolutive mixtures. In particular, we are concerned with the case that the number of inputs is the same as the number of outputs. Simulations for two input two output cases are carried out and their performances are assessed. One of the major applications of those sequential algorithms (BSS and MBD) is demonstrated through the fault signal detection from only a single measurement of rotating machine, which offers a certain degree of practicability in the engineering field such as machine health monitoring or condition monitoring.

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Gaussian Mixture Model을 이용한 다중 범주 분류를 위한 특징벡터 선택 알고리즘 (Feature Selection for Multi-Class Genre Classification using Gaussian Mixture Model)

  • 문선국;최택성;박영철;윤대희
    • 한국통신학회논문지
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    • 제32권10C호
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    • pp.965-974
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    • 2007
  • 본 논문에서는 내용 기반 음악 범주 분류 시스템에서 다중 범주를 위한 특징벡터 선택 알고리즘을 제안한다. 제안된 특징벡터 선택 알고리즘은 분리 성능을 측정할 때 가우시안 혼합 모델(Gaussian Mixture Model: GMM)을 기반으로 GMM separation score을 측정함으로써 확률분포 및 분리 성능 추정의 정확도를 높였고, sequential forward selection 방법을 개선하여 이전까지 선택된 특징벡터들이 분리를 잘 하지 못하는 범주들을 기준으로 다음 특징벡터를 선택하는 알고리즘을 제안하여 다중 범주 분류의 성능을 높였다. 제안된 알고리즘의 성능 검증을 위해 음색, 리듬, 피치 등 오디오 신호의 특징을 나타내는 다양한 파라미터를 오디오 신호로부터 추출하여 제안된 특징벡터 선택 알고리즘과 기존의 알고리즘으로 특징벡터를 선택한 후 GMM classifier와 k-NN classifier를 이용하여 분류 성능을 평가하였다. 제안된 특징벡터 선택 알고리즘은 기존 알고리즘에 비하여 3%에서 8% 정도의 분류 성능이 향상된 것을 확인할 수 있었고 특히 낮은 차원의 특징벡터의 분류 실험에서는 분류 정확도 측면에서 5%에서 10% 향상된 좋은 성능을 보였다.

선택적 함구증을 보인 6세아동의 놀이치료 (THE PROCESS OF PLAYTHERAPY OF A CHILD WITH ELECTIVE MUTISM)

  • 곽영숙
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
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    • 제3권1호
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    • pp.138-146
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    • 1992
  • 선택적 함구증을 보인 6세 아동의 놀이치료 과정을 통해 나타난 정신역동 및 치료과정을 발달학적 관점에서 소개하였다. 비지시적 지지적 놀이치료를 실시하였고 치료자와의 관계속에서 환아는 놀이를 통하여 단계적으로 발달과정을 재경험하여 분리 불안 및 유기공포를 극복하고 자율성을 회복하므로써 증상의 소실과 함께 정상적 외디푸스시기의 발달을 이루게 되었다.

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연속추출법을 이용한 사격장 오염토양 중 중금속의 화학적 형태 결정 (The Determination of Chemical Forms of Heavy Metals in Shooting Area Contaminated Soil Using Sequential Extraction Method)

  • 문경혜;박홍기;유경근;;;김주엽
    • 한국지하수토양환경학회지:지하수토양환경
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    • 제20권6호
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    • pp.111-116
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    • 2015
  • The soil sample obtained from shooting area contaminated with Pb, Cu, and Zn was investigated to determine the chemical forms of heavy metals with Tessier’s sequential extraction method, which is constituted of five fractions such as ‘exchangeable’, ‘bound to carbonate’, ‘bound to oxide’, ‘bound to organic matter’, and residual fractions. The amount of organic matter was measured by loss on ignition (LOI) and then the results of ‘bound to organic matter’ and LOI were compared. The sequential extraction results show that 4.7%-45% of Pb, 6.2%-25.9% of Cu and 3.9%-15.3% of Zn belong to the ‘bound to organic matter’ fraction, but LOI result shows that only 1.0%-2.8% of organic matter exists in the soil sample. In heavy medium separation tests, because Pb and Cu extracted in ‘bound to organic matter’ and residual fractions were removed, the heavy metals in the fractions would exist as heavier forms. These results suggest that the part of heavy metal extracted in ‘bound to organic matter’ fraction would result from the oxidation of metallic forms by hydrogen peroxide and nitric acid used in the fraction, and, consequently, that the ‘bound to organic matter’ fraction should be investigated in detail to determine the removal method and treatment capacity when the Tessier’s sequential extraction method is used to examine heavy metal contaminants resulted from elemental metal like bullets.

B-ISDN에서 점 대 점 다중연결 호를 위한 효율적인 신호프로토콜 (An efficient signaling protocol for point-to-point multi-connection call in B-ISDN)

  • 배상재;조현철;주언경
    • 전자공학회논문지S
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    • 제34S권12호
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    • pp.1-9
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    • 1997
  • The signaling protocol for B-ISDN should support variety of services including point-to-pont single-connection call, point-to-point multi-connection call and point-to-multipoint connection call. an efficient signaling protocol for point-to-point multi-connection call based on ITU-T Recommendation Q.298X is presented in this paper. Sequential establishment of madatory and optional connections and common routing scheme for synchronization, along with separation of information elements for establishement of multi-connection call are included in the proposed signaling protocol. Limited network resources can be used more efficiently by proposed sequential establishement of mandartory and optional connection for point-to-point multi-connection call which can provide multimedia services. And common routing can be provided effectively by proposed common routing scheme for connectios requiring synchronization like as video-phone and video-conference.

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갑상선자극(甲狀腺刺戟)호르몬의 방사면역측정법(放射免疫測定法) 확립(確立)에 관한 연구(硏究) (Studies on Setting up of Radioimmunoassay System of Thyroid Stimulating Hormone)

  • 김재록;박경배;오옥두
    • 대한핵의학회지
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    • 제20권1호
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    • pp.75-83
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    • 1986
  • Various TSH RIA kit components were prepared. Conditions for $^{125}I$ labelling of h-TSH were optimized by diminishing the amount of chloramine-T, ertending reaction time and lowering reaction temperature. Yield, specific activity, and immunological activity could be maintained moderately under such mild reaction conditions. The mixture of polyethyleneglycol(PEG) and second antibody worked effectively as a B/F separation agent. Even though the mixture was made with more diluted PEG and second antibody than those of using the sole component separately, the tine required for the B/F separation was shorter in case of using the mixture. The sequential saturation technique was efficient than those of applying ordinary equilibrium saturation technique in assay sensitivity and assay precision points of view.

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자기회귀 모델을 이용한 팔 운동 근전신호의 기능분리 (Functional Separation of Myoelectric Signal of Human Arm Movements using Autoregressive Model)

  • 홍성우;손재현;서상민;이은철;이규영;남문현
    • 전자공학회논문지B
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    • 제30B권4호
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    • pp.76-84
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    • 1993
  • In this thesis, general method using autoregressive model in the functional separation of the myoelectric signal of human arm movements are suggested. Covariance method and sequential least squares algorithm were used to determine the model parameters and the order of signal model to describe six arm movement patterns` the forearm flexion and extension, the wrist pronation and supination, rotation-in and rotation out. The confidence interval to classify the functions of arm movement was defined by the mean and standard deviation of total squares error. With the error signals of autoregressive(AR) model, the result showed that the highest success, rate was abtained in the case of 4th order, and success rate was decreased with increase of order. This technique might be applied to biomedical-and rehabilitation-engi-neering.

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