• 제목/요약/키워드: threshold model

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단순 임계치와 은닉마르코프 모델을 혼합한 영상 기반 낙상 알고리즘 (Video-based fall detection algorithm combining simple threshold method and Hidden Markov Model)

  • 박철호;유윤섭
    • 한국정보통신학회논문지
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    • 제18권9호
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    • pp.2101-2108
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    • 2014
  • 영상 정보를 이용한 자동 낙상 감지 알고리즘을 제안한다. 자동으로 낙상을 감지하기 위한 낙상 특징 파라미터를 추출하기 위해서 영상정보를 광류 방식에 적용하여 움직임 값들을 추출하고 이 움직임 값들에 대한 전체적인 변화의 정도와 기울기, 중심점을 주성분 분석 방법으로 계산한다. 계산된 고유값과 고유 벡터를 사용하여 6가지 낙상 특징 파라미터를 정의한다. 이 낙상특징파라미터가 미리 정해둔 임계값을 초과하는 경우를 낙상으로 판단하는 단순 임계치 방법과 낙상특징파라미터를 은닉 마르코프 모델(Hidden Markov Model; HMM)에 적용시켜 낙상을 판단하는 방법과 단순임계치와 은닉 마르코프 모델을 결합한 낙상 감지 방법을 제안하고 그 결과를 비교 및 분석한다. 단순 임계치와 은닉 마르코프 모델을 결합한 방법은 단순임계치 방법으로 낙상 가능한 행동들을 결정하고 이 결정된 낙상 행동들만을 은닉 마르코프 모델을 적용하여 낙상을 감지한다. 이 방법은 계산량을 줄이면서 감지 정확도를 유지하는 결과를 보인다.

CNT 보강 시멘트 페이스트의 전기전도에 관한 침투임계점 예측 (Prediction of Percolation Threshold for Electrical Conductivity of CNT-Reinforced Cement Paste)

  • 이선열;김동주
    • 한국건설순환자원학회논문집
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    • 제10권3호
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    • pp.235-242
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    • 2022
  • CNT 보강 시멘트 페이스트의 침투 임계점은 자기감지 콘크리트의 감지 성능 극대화를 위한 최적 CNT 혼입량과 밀접한 관련이 있다. 하지만 침투임계점은 사용된 시멘트, CNT 그리고 물 시멘트 비에 따라 다양한 값을 가지며, 이를 얻기 위해서는 실험기반의 다수의 시행착오가 불가피하다. 이 연구는 CNT 보강 시멘트 페이스트의 침투 임계점 예측을 위한 침투 시뮬레이션 모델을 제안하였다. 제안된 모델은 CNT 그리고 시멘트 특성을 사용하여 CNT 혼입량에 따른 침투를 시뮬레이션할 수 있으며, 이를 위해 응집된 CNT 입자 수 개념이 사용되었다. 침투 시뮬레이션 과정은 미수화 시멘트 페이스트 모델 형성, CNT 랜덤분산, 그리고 침투 조사의 순서로 구성된다. 시뮬레이션에는 물 시멘트 비가 0.4-0.6인 CNT 보강 시멘트 페이스트가 사용되었으며, 시뮬레이션 된 침투 임계점은 문헌 결과 대비 최대 7.5 %의 시뮬레이션 잔차율로 높은 정확도를 보였다.

유기박막 트랜지스터에서 문턱전압 이동의 모델링 및 시뮬레이션 (Modeling and Simulation of Threshold Voltage Shift in Organic Thin-film Transistors)

  • 정태호
    • 한국전기전자재료학회논문지
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    • 제26권2호
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    • pp.92-97
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    • 2013
  • In this paper the author proposes a method of implementing a numerical model for threshold voltage ($V_{th}$) shift in organic thin-film transistors (OTFTs) into SPICE tools. $V_{th}$ shift is first numerically modeled by dividing the shift into sequentially ordered groups. The model is then used to derive a simulations model which takes into simulation parameters and calculation complexity. Finally, the numerical and simulation models are implemented in AIM-SPICE. The SPICE simulation results agree well with the $V_{th}$ shift obtained from an OTFT fabricated without any optimization. The proposed method is also used to implement the stretched-exponential time dependent $V_{th}$ shift in AIM-SPICE and the results show the proposed method is applicable to various types of $V_{th}$ shifts.

ART 모델의 multirun 횟수 감소에 관한 연구 (A Study on decreasing the Number of Multirun in ART Model)

  • 김미나;김도년;조동섭
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1995년도 하계학술대회 논문집 B
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    • pp.986-988
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    • 1995
  • The ART(Adaptive Resonance Theory) model is self- organized with nonstationary input patterns in real time. But there is a multirun problem caused by fault clustering, or pertubated clustering and confines the advantage of the stationary real-time processing in ART model. In this paper, we propose the incremental vigilance threshold approach to decrease the number of multiruns. The incremental vigilance threshold approach is to learn with incremental vigilance threshold and competition with clusters.

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Analysis of Short Channel Effects Using Analytical Transport Model For Double Gate MOSFET

  • Jung, Hak-Kee
    • Journal of information and communication convergence engineering
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    • 제5권1호
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    • pp.45-49
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    • 2007
  • The analytical transport model in subthreshold regime for double gate MOSFET has been presented to analyze the short channel effects such as subthreshold swing, threshold voltage roll-off and drain induced barrier lowering. The present approach includes the quantum tunneling of carriers through the source-drain barrier. Poisson equation is used for modeling thermionic emission current, and Wentzel-Kramers-Brillouin approximations are applied for modeling quantum tunneling current. This model has been used to investigate the subthreshold operations of double gate MOSFET having the gate length of the nanometer range with ultra thin gate oxide and channel thickness under sub-20nm. Compared with results of two dimensional numerical simulations, the results in this study show good agreements with those for subthreshold swing and threshold voltage roll-off. Note the short channel effects degrade due to quantum tunneling, especially in the gate length of below 10nm, and DGMOSFETs have to be very strictly designed in the regime of below 10nm gate length since quantum tunneling becomes the main transport mechanism in the subthreshold region.

Ion-Implanted short Channel E-IGFET의 Threshold 전압과 I-V특성에 관한 연구(II) (A Study on the Threshold voltage and I-V Characteristics in the Ion-implanted Short channel E-IGFET(II))

  • 손상희;김홍배;곽계달
    • 대한전자공학회논문지
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    • 제22권4호
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    • pp.51-58
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    • 1985
  • Ion-implanted E-IGFET의 도핑 profile을 임의로 가정하여 threshold 전압을 구하였고. short-channoel에 적용할 때 correction factor K의 개념을 사용하였다. Threshold전압의 이론치는 실험치와 잘 일치하였고, 또한 I-V특성도 실험치와 잘 일치하였다. 아울러 이 program을 package화 하여 실용화시켰다.

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The Electrical Property of Polymer Matrix Composites Added Carbon Powder

  • Shin, Soon-Gi
    • 한국재료학회지
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    • 제25권12호
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    • pp.678-682
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    • 2015
  • The electrical property of polymer matrix composites with added carbon powder is studied based on the temperature dependency of the conduction mechanism. The temperature coefficient of the resistance of the polymer matrix composites below the percolation threshold (x) changed from negative to positive at 0.20 < x < 0.21; this trend decreased with increasing of the percolation threshold. The temperature dependence of the electrical property(resistivity) of the polymer matrix composites below the percolation threshold can be explained by using a tunneling conduction model that incorporates the effect of the thermal expansion of the polymer matrix composites into the tunneling gap. The temperature coefficient of the resistance of the polymer matrix composites above the percolation threshold has a positive value; its absolute value increased with increasing volume fraction of carbon powder. By assuming that the electrical conduction through the percolating paths is a thermally activated process and by incorporating the effect of thermal expansion into the volume fraction of the carbon power, the temperature dependency of the resistivity above the percolation threshold can be well explained without violating the universal law of conductivity.

제어시점에 따른 차량 안정성 제어 시스템의 제어 경향 (An Investigation of Con01 Threshold of Vehicle Stability Control System)

  • 정태영;이경수
    • 한국자동차공학회논문집
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    • 제13권5호
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    • pp.195-201
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    • 2005
  • In conventional Vehicle Stability Control (VSC) System, a control threshold is designed by average driver characteristics. Despite the stabilizing effort, VSC causes redundancy to an expert driver. An advanced VSC which has flexibility on its control property is proposed in this study. By using lateral velocity estimator, a control threshold is determined on side slip angle and angular velocity phase plane. Vehicle planar motion model based sliding controller is modified with respect to various control thresholds. The performance of the proposed VSC algorithm has been investigated by human-in-the-loop simulation using a vehicle simulator. The simulation results show that the control threshold has to be determined with respect to the driver steering characteristics. A VSC with variable control thresholds would provide an improvement compared to a VSC with a constant threshold.

Threshold-based Filtering Buffer Management Scheme in a Shared Buffer Packet Switch

  • Yang, Jui-Pin;Liang, Ming-Cheng;Chu, Yuan-Sun
    • Journal of Communications and Networks
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    • 제5권1호
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    • pp.82-89
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    • 2003
  • In this paper, an efficient threshold-based filtering (TF) buffer management scheme is proposed. The TF is capable of minimizing the overall loss performance and improving the fairness of buffer usage in a shared buffer packet switch. The TF consists of two mechanisms. One mechanism is to classify the output ports as sctive or inactive by comparing their queue lengths with a dedicated buffer allocation factor. The other mechanism is to filter the arrival packets of inactive output ports when the total queue length exceeds a threshold value. A theoretical queuing model of TF is formulated and resolved for the overall packet loss probability. Computer simulations are used to compare the overall loss performance of TF, dynamic threshold (DT), static threshold (ST) and pushout (PO). We find that TF scheme is more robust against dynamic traffic variations than DT and ST. Also, although the over-all loss performance between TF and PO are close to each other, the implementation of TF is much simpler than the PO.

Threshold-asymmetric volatility models for integer-valued time series

  • Kim, Deok Ryun;Yoon, Jae Eun;Hwang, Sun Young
    • Communications for Statistical Applications and Methods
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    • 제26권3호
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    • pp.295-304
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    • 2019
  • This article deals with threshold-asymmetric volatility models for over-dispersed and zero-inflated time series of count data. We introduce various threshold integer-valued autoregressive conditional heteroscedasticity (ARCH) models as incorporating over-dispersion and zero-inflation via conditional Poisson and negative binomial distributions. EM-algorithm is used to estimate parameters. The cholera data from Kolkata in India from 2006 to 2011 is analyzed as a real application. In order to construct the threshold-variable, both local constant mean which is time-varying and grand mean are adopted. It is noted via a data application that threshold model as an asymmetric version is useful in modelling count time series volatility.