• Title/Summary/Keyword: threshold moving

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Applying Bootstrap to Time Series Data Having Trend (추세 시계열 자료의 부트스트랩 적용)

  • Park, Jinsoo;Kim, Yun Bae;Song, Kiburm
    • Journal of the Korean Operations Research and Management Science Society
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    • v.38 no.2
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    • pp.65-73
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    • 2013
  • In the simulation output analysis, bootstrap method is an applicable resampling technique to insufficient data which are not significant statistically. The moving block bootstrap, the stationary bootstrap, and the threshold bootstrap are typical bootstrap methods to be used for autocorrelated time series data. They are nonparametric methods for stationary time series data, which correctly describe the original data. In the simulation output analysis, however, we may not use them because of the non-stationarity in the data set caused by the trend such as increasing or decreasing. In these cases, we can get rid of the trend by differencing the data, which guarantees the stationarity. We can get the bootstrapped data from the differenced stationary data. Taking a reverse transform to the bootstrapped data, finally, we get the pseudo-samples for the original data. In this paper, we introduce the applicability of bootstrap methods to the time series data having trend, and then verify it through the statistical analyses.

Implementation of Real-time EMG-based Human-computer Interface (실시간 근전도 인터페이스의 구현)

  • 이명준;문인혁;강성재;김경훈;문무성
    • Proceedings of the IEEK Conference
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    • 2003.07c
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    • pp.2729-2732
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    • 2003
  • This paper proposes a real-time method to recognize shoulder elevation motions by comparing EMG signals on the Levator scapulae muscles with double threshold values. To achieve real-time, we implement a EMG signal processing hareware embedded band-rejection filter, low-pass filter, full rectifier and moving average circuits. And a high speed microprocessor is used for implementing the double thresholds method. The available shoulder motions for the human-computer interface are elevation of left, right and both shoulders. From experimental results we show that the proposed real-time processing hardware and double thresholds method are useful for the real-time EMG-based human-computer interface.

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3-D Laser Measurement using Mode Image Segmentation Method

  • Moon Hak-Yong;Park Jong-Chan;Han Wun-Dong;Cho Heung-Gi;Jeon Hee-Jong
    • Proceedings of the KIPE Conference
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    • 2001.10a
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    • pp.104-108
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    • 2001
  • In this paper, the 3-D measurement method of moving object with a laser and one camera system for image processing method is presented. The method of segmentation image in conventional method, the error are generated by the threshold values. In this paper, to improve these problem for segmentation image, the calculation of weighting factor using brightness distribution by histogram of stored images are proposed. Therefore the image erosion and spread are improved, the correct and reliable informations can be measured. In this paper, the system of 3-D extracting information using the proposed algorithm can be applied to manufactory automation, building automation, security guard system, and detecting information system for all of the industry areas.

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Fabrication of Micro Carbon Structures and Patterns with Laser-assisted Chemical Vapor Deposition (레이저 국소증착을 통한 미세 탄소구조물 및 패턴 제조)

  • 정성호;김진범;이선규;이종현
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2002.05a
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    • pp.914-917
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    • 2002
  • Fabrication of micro carbon structures and patterns using laser-assisted chemical vapor deposition is studied. Argon ion laser and ethylene were used to grow micro carbon rod through pyrolytic decomposition of the reaction gas. The influence of reaction gas pressure and incident laser power on the diameter and growth rate of the micro carbon rod was experimentally investigated. The diameter of micro carbon rods increases linearly with respect to the laser power but is almost independent of the reaction gas pressure. Growth rate of the rod changes little with gas pressure when the laser power remains below 1W. When the carbon rod was grown at near threshold laser power, a very smooth surface is obtained on the rod. By continuously moving the focusing lens in the direction of growth, a micro carbon rod with a diameter of 28 ${\mu}{\textrm}{m}$ and aspect ratio of 100 was fabricated.

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Diagnosis of Rotor Bar fault of Induction Motor Using the Moving Threshold (변동 문턱값을 이용한 유도전동기 회전자 바 고장의 진단)

  • Yang, Chul-Oh;Kim, Jong-Sun;Park, Kyu-Nam;Song, Myung-Hyun
    • Proceedings of the KIEE Conference
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    • 2009.07a
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    • pp.2071_2072
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    • 2009
  • 본 연구에서는 소형 유도전동기의 회전자 바 고장을 자동 진단을 함에 있어, 회전속도 변화에 따라 변동하는 문턱값을 적용하는 방법을 제안하였다. 유도전동기 회전자 바 고장 시 부하의 감소에 따라 회전자 바 고장 특징 주파수 진폭의 크기는 작아진다. 따라서 부하의 감소에 따라 문턱값 또한 작아지는 것이 정확한 회전자 바 고장 진단에 유리하다. 유도전동기 회전속도의 증가는 부하의 감소를 의미하므로 회전속도 증가에 따라 문턱값의 크기를 감소시켜주는 변동 문턱값을 적용하여 진단함으로써 유도전동기 회전자 바 고장 진단의 정확도를 높였다.

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Enhancement of Common-path Fourier-domain Optical Coherence Tomography using Active Surface Tracking Algorithm (표면 추적 알고리즘을 적용한 공통경로 FD-OCT의 성능개선)

  • Kim, Min-Ho;Kim, Keo-Sik;Song, Chul-Gyu
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.61 no.4
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    • pp.639-642
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    • 2012
  • Optical coherence tomography(OCT) can provide real-time and non-invasive subsurface imaging with ultra-high resolution of micrometer scale. However, conventional OCT systems generally have a limited imaging depth range within a depth of only 1-2 mm. To overcome the limitation, we have proposed an active surface tracking algorithm used in common-path Fourier-domain OCT system in order to extend the imaging depth range. The surface tracking algorithm based on the threshold and Savitzky-Golay filter of A-scan data was applied to real-time tracking. The algorithm has controlled a moving stage according to the sample's surface variance in real time. An OCT image obtained by the algorithm clearly show an extended imaging depth range. Consequently, the proposed algorithm demonstrated the potential for improving the conventional OCT systems with limitary depth range.

Adaptive Threshold Method in Temporal Difference for Tracking Moving Object (동적 물체 감지를 위한 Temporal Difference 차 영상 검출 방법에서 주변 환경에 적응하는 임계값 설정 방법 연구)

  • Choi, Deok-Hwa;Baek, Sang-Hyune;Kim, Dong-Yoon
    • Proceedings of the Korea Multimedia Society Conference
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    • 2012.05a
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    • pp.355-358
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    • 2012
  • 배경 영상에서 움직이는 물체 검출은 대상의 정확한 분류나 움직임, 패턴의 이해 또는 감시 시스템에 활용이 된다. 동적 물체 검출을 위한 여러 방법이 연구되고 제시되었으며, 그 중 일반적으로 차 영상 검출 방법이 많이 사용된다. 이는 시간적으로 연속된 영상 프레임간의 차를 구하고, 이 차 영상에 임계값을 설정하여 이진 영상을 만들어 물체를 검출한다. 기존 여러 연구에서는 이 임계값을 대부분을 고정하여 사용하거나 특정 환경에만 적합하게 설정하였다. 본 논문에서는 주변 환경에 적응하여 임계값을 자동으로 설정하는 방법을 제시하였고, 차 영상 검출 방법에 실제 적용하여 기존 방법에 비해 더 나은 결과를 확인하였다.

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A study on the classifying vehicles for traffic flow analysis using LiDAR DATA

  • Heo J.Y.;Choi J.W.;Kim Y.I.;Yu K.Y.
    • Proceedings of the KSRS Conference
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    • 2004.10a
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    • pp.633-636
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    • 2004
  • Airborne laser scanning thechnology has been studied in many applications, DSM(Digital Surface Model) development, building extraction, 3D virtual city modeling. In this paper, we will evaluate the possibility of airborne laser scanning technology for transportation application, especially for recognizing moving vehicles on road. First, we initially segment the region of roads from all LiDAR DATA using the GIS map and intensity image. Secondly, the segmented region is divided into the roads and vehicles using the height threshold value of local based window. Finally, the vehicles will be classified into the several types of vehicles by MDC(Minimum Distance Classification) method using the vehicle's geometry information, height, length, width, etc

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Enhancing TCP Performance to Persistent Packet Reordering

  • Leung Ka-Cheong;Ma Changming
    • Journal of Communications and Networks
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    • v.7 no.3
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    • pp.385-393
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    • 2005
  • In this paper, we propose a simple algorithm to adaptively adjust the value of dupthresh, the duplicate acknowledgement threshold that triggers the transmission control protocol (TCP) fast retransmission algorithm, to improve the TCP performance in a network environment with persistent packet reordering. Our algorithm uses an exponentially weighted moving average (EWMA) and the mean deviation of the lengths of the reordering events reported by a TCP receiver with the duplicate selective acknowledgement (DSACK) extension to estimate the value of dupthresh. We also apply an adaptive upper bound on dupthresh to avoid the retransmission timeout events. In addition, our algorithm includes a mechanism to exponentially reduce dupthresh when the retransmission timer expires. With these mechanisms, our algorithm is capable of converging to and staying at a near-optimal interval of dupthresh. The simulation results show that our algorithm improves the protocol performance significantly with minimal overheads, achieving a greater throughput and fewer false fast retransmissions.

Studies on Analysis of Particle Lumping and Improvement of Driving Characteristics in Charged Particle Type Display (대전입자형 디스플레이에 있어서 입자뭉침의 분석 및 구동특성 개선에 관한 연구)

  • Kim, Young-Cho
    • Journal of the Korean Institute of Electrical and Electronic Material Engineers
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    • v.24 no.11
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    • pp.915-919
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    • 2011
  • We analyzed various forces affective to the charged particles in closed space, to explain the image degradation and lifetime-shortening phenomena because of particle lumping which is one of the serious problems in reflective displays. It is possible to predict the quantity of q/m which is the most important parameter in determining the optical and electrical characteristics, by calculating the image force and kinetic energy. For stable driving, the quantity of q/m must be in the defined range but it changes during the fabrication process, so we added the filtering process to solve this problem and obtained the well-defined nonlinear driving voltage coinciding with the threshold voltage. And we obtained the fully-driving property which prevents the particle lumping and decides the image quality and lifetime of panel from the optical characteristics and occupation surface of moving particles.