• Title/Summary/Keyword: sequential detection

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Asymptotic properties of monitoring procedure for parameter change in heteroscedastic time series models (이분산 시계열 모형에서 모수의 변화에 대한 모니터링 절차의 점근 성질)

  • Kim, Soo Taek;Oh, Hae June
    • The Korean Journal of Applied Statistics
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    • v.33 no.4
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    • pp.467-482
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    • 2020
  • We investigate a monitoring procedure for the early detection of parameter changes in location-scale time series models. We introduce a detector for monitoring procedure based on modified residual cumulative sum (CUSUM). The asymptotic properties of the monitoring procedure are established under the null and alternative hypotheses. Simulation results and data analysis are also provided for illustration.

A Study on Taekwondo Training System using Hybrid Sensing Technique

  • Kwon, Doo Young
    • Journal of Korea Multimedia Society
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    • v.16 no.12
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    • pp.1439-1445
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    • 2013
  • We present a Taekwondo training system using a hybrid sensing technique of a body sensor and a visual sensor. Using a body sensor (accelerometer), rotational and inertial motion data are captured which are important for Taekwondo motion detection and evaluation. A visual sensor (camera) captures and records the sequential images of the performance. Motion chunk is proposed to structuralize Taekwondo motions and design HMM (Hidden Markov Model) for motion recognition. Trainees can evaluates their trial motions numerically by computing the distance to the standard motion performed by a trainer. For motion training video, the real-time video images captured by a camera is overlayed with a visualized body sensor data so that users can see how the rotational and inertial motion data flow.

A Study on the Optimum Design of the Charge Pump PLL with Multi-PFD (다중 위상검출기를 갖는 전하 펌프 PLL의 최적 설계에 관한 연구)

  • Jang, Young-Min;Kang, Kyung;Woo, Young-shin;Sung, Man-Young
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2001.07a
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    • pp.271-274
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    • 2001
  • In this paper, we propose a charge pump phase-locked loop (PLL) with multi-PFD which is composed of a sequential phase frequency detector(PFD) and a precharge PFD. When the Phase difference is within - $\pi$$\pi$ , operation frequency can be increased by using precharge PFD. When the phase difference is larger than │ $\pi$ │, acquisition time can be shorten by the additional control circuit with increased charge pump current. Therefore a high frequency operation, a fast acquisition and an unlimited error detection range can be achieved.

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Moving Vehicle Segmentation from Plane Constraint

  • Kang, Dong-Joong;Ha, Jong-Eun;Kim, Jin-Young;Kim, Min-Sung;Lho, Tae-Jung
    • 제어로봇시스템학회:학술대회논문집
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    • 2005.06a
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    • pp.2393-2396
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    • 2005
  • We present a method to detect on-road vehicle using geometric invariant of feature points on side planes of the vehicle. The vehicles are assumed into a set of planes and the invariant from motion information of features on the plane segments the plane from the theory that a geometric invariant value defined by five points on a plane is preserved under a projective transform. Harris corners as a salient image point are used to give motion information with the normalized correlation centered at these points. We define a probabilistic criterion to test the similarity of invariant values between sequential frames. Experimental results using images of real road scenes are presented.

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The recent trend of prenatal screening (산전 검진의 최신 지견)

  • Hwang, Do-Yeong
    • Journal of Genetic Medicine
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    • v.5 no.1
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    • pp.7-14
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    • 2008
  • Twenty years have passed since a prenatal screening for Down syndrome and neural tube defect was applied to obstetric field. The Quad test (AFP, hCG, uE3, Inhibin-A) of the second trimester and the combination test (PAPP-A, hCG, NT) of the first trimester became popular now. The recent trend of prenatal screening is to combine these two screening tests together in order to increase a detection rate of Down syndrome. Three types of screening methods are introduced as follows; integrated test, sequential test and contingent test. In addition to combination of each test, an incorporation of characteristic ultrasound findings of Down syndrome is suggested for its risk calculation. The absence of fetal nasal bone would be a very useful marker especially in the first trimester screening test. According to a change of way calculating risk of Down syndrome, obstetrician's role will be more increased not by passive participation, but by active participation using ultrasound in risk calculation.

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The Detection and Testing of Multiple Outliers in Linear Regression

  • Park, Jin-Pyo;Zamar, Ruben H.
    • Journal of the Korean Data and Information Science Society
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    • v.15 no.4
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    • pp.921-934
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    • 2004
  • We consider the problem of identifying and testing outliers in linear regression. First, we consider the scale-ratio tests for testing the null hypothesis of no outliers. A test based on the ratio of two residual scale estimates is proposed. We show the asymptotic distribution of test statistics and investigate the properties of the test. Next we consider the problem of identifying the outliers. A forward procedure based on the suggested test is proposed and shown to perform fairly well. The forward procedure is unaffected by masking and swamping effects because the test statistics used a robust scale estimate.

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BIST Design for Hazard controller in Pipeline System (Pipeline 시스템의 Hazard 검출기를 위한 BIST 설계)

  • 이한권;이현룡;장종권
    • Proceedings of the IEEK Conference
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    • 2003.11b
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    • pp.27-30
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    • 2003
  • The recent technology developments introduce new difficulties into the test process by the increased complexity of the chip. Most widely used method for testing high complexity and embedded systems is built-in self-test(BIST). In this paper, we describe 5-stage pipeline system as circuit under testing(CUT) and proposed a BIST scheme for the hazard detection unit of the pipeline system. The proposed BIST scheme can generate sequential instruction sets by pseudo-random pattern generator that can detect all hazard issues and compare the expected hazard signals with those of the pipelined system. Although BIST schemes require additional area in the system, it proves to provide a low-cost test solution and significantly reduce the test time.

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Performance Analysis of Order Statistics Patchwork (Order Statistics를 적용한 Patchwork의 성능 개선 분석)

  • 국효정;김용철
    • Proceedings of the IEEK Conference
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    • 2003.11b
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    • pp.163-166
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    • 2003
  • In conventional patchwork, the difference of the mean values of two groups is compared for watermark detection. We propose two modified patchwork schemes based on order statistics, which achieves significant improvements over conventional patchwork. First, we propose that the mean comparison is replaced by the median comparison, to get PSNR improvement due to informed watermarking. Second, we propose a majority voting scheme of a sequential comparison of pixel pairs in a sorted order, which produces significantly lower BER. The performance improvements are mathematically analyzed and tested. In experimental results, PSNR is about 5㏈~10㏈ higher in the first method and BER is about 1/5~l/2 times lower in the second method than conventional patchwork.

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Detection of Stuck-Open Faults in BiCMOS Circuits using Gate Level Transition Faults (게이트 레벨 천이고장을 이용한 BiCMOS 회로의 Stuck-Open 고장 검출)

  • 신재흥;임인칠
    • Journal of the Korean Institute of Telematics and Electronics A
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    • v.32A no.12
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    • pp.198-208
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    • 1995
  • BiCMOS circuit consist of CMOS part which constructs logic function, and bipolar part which drives output load. Test to detect stuck-open faults in BiCMOS circuit is important, since these faults do sequential behavior and are represented as transition faults. In this paper, proposes a method for efficiently detecting transistor stuck-open faults in BiCMOS circuit by transforming them into slow-to=rise transition and slow-to-fall transition. In proposed method, BiCMOS circuit is transformed into equivalent gate-level circuit by dividing it into pull-up part which make output 1, and pull-down part which make output 0. Stuck-open faults in transistor are modelled as transition fault in input line of gate level circuit which is transformed from given circuit. Faults are detceted by using pull-up part gate level circuit when expected value is '01', or using pull-down part gate level circuit when expected value is '10'. By this method, transistor stuck-open faults in BiCMOS circuit are easily detected using conventional gate level test generation algorithm for transition fault.

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Combining Multiple HMMs to Improve Intrusion Detection system with Sequential Event (순서적 이벤트에 기반한 침입탐지시스템의 성능향상을 위한 다중 HMM의 모델 결합)

  • 최종호;조성배
    • Proceedings of the Korean Information Science Society Conference
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    • 2000.04b
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    • pp.238-240
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    • 2000
  • 침입탐지시스템은 침입탐지 기법에 따라 크게 오용탐지시스템과 비정상행위탐지시스템으로 나뉜다. 비정상 행위 탐지시스템은 정상사용행위를 모델링한 후 현재 관찰중인 행위가 정상에서 벗어나는지를 검사한다. 시스템 사용시 발생하는 각 이벤트는 동시에 여러 가지 정보를 담고있으므로 여러 각도에서 모델링될 수 있다. 따라서 여러 결과를 종합해서 판정의 안정성을 높을 수 있다. 본 논문에서는 이벤트의 시스템호출에 평가결과와 BSM감사정보 중 시스템호출관련 정보, 파일 접근관련 정보, 이 둘을 모두 고려한 정보를 통합한 평가결과를 투표방식으로 결합하여 판정하는 기법을 제안하였다. 실험결과 두 모델을 별도로 적용하는 경우보다 나아진 판정성능을 보여주었다.

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