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Multivariate analysis of longitudinal surveys for population median

  • Priyanka, Kumari;Mittal, Richa
    • Communications for Statistical Applications and Methods
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    • v.24 no.3
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    • pp.255-269
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    • 2017
  • This article explores the analysis of longitudinal surveys in which same units are investigated on several occasions. Multivariate exponential ratio type estimator has been proposed for the estimation of the finite population median at the current occasion in two occasion longitudinal surveys. Information on several additional auxiliary variables, which are stable over time and readily available on both the occasions, has been utilized. Properties of the proposed multivariate estimator, including the optimum replacement strategy, are presented. The proposed multivariate estimator is compared with the sample median estimator when there is no matching from a previous occasion and with the exponential ratio type estimator in successive sampling when information is available on only one additional auxiliary variable. The merits of the proposed estimator are justified by empirical interpretations and validated by a simulation study with the help of some natural populations.

Low Cost Rotor Fault Detection System for Inverter Driven Induction Motor

  • Kim, Nam-Hun;Choi, Chang-Ho
    • Journal of Electrical Engineering and Technology
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    • v.2 no.4
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    • pp.500-504
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    • 2007
  • In this paper, the induction motor rotor fault diagnosis system using current signals, which are measured using axis-transformation method, and speed, which is estimated using current information, are presented. In inverter-fed motor drives unlike line-driven motor drives the stator currents have numerous harmonics components and therefore fault diagnosis using stator currents is very difficult. The current and speed signal for rotor fault diagnosis needs to be precise. Also, high resolution information, which means the diagnosis system, demands additional hardware such as low pass filter, high resolution ADC, encoder and etc. Therefore, the proposed axis-transformation and speed estimation method are expected to contribute to low cost fault diagnosis systems in inverter-fed motor drives without the need for an encoder and any additional hardware. In order to confirm validity of the developed algorithms, various experiments for rotor faults are tested and the line current spectrum of each faulty situation using Park transformation and speed estimation method are compared with the results obtained from fast Fourier transforms.

Construction Information Process Using Digital Pen -Focused on Defect management System- (디지털 펜 입력 시스템을 활용한 건설 정보 처리에 관한 연구 -하자관리 시스템을 중심으로-)

  • Park, Gyu-Tae;Jung, Young-Chul;Nam, Hyun-Jung;Son, Bong-Ki;Kim, Tae-Hui;Kim, Gwang-Hee
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2010.05a
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    • pp.135-138
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    • 2010
  • In the construction industry, construction management system using information technology has been applied diversely to increase productivity. Although IT device such as PDA, RFID, Barcode, wireless network and web camera has been introduced in construction site, the usage of these device is restricted, because these cause engineer to do additional work. The suggested process using Digital Pen in this study, which can lessen engineer's additional work, get defect data promptly. Also accumulated data is utilized effectively for analyzing construction site. The purpose of this study is to introduce Digital Pen System as a means of construction data acquisition for improving productivity.

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Optimizing the Additional Term Weight Ratio in Query Expansion Search based on Dictionary Definition (사전 의미 기반의 질의확장 검색에서 추가 용어 가중치 최적화)

  • 최영란;전유정;박순철
    • Journal of Korea Society of Industrial Information Systems
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    • v.8 no.2
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    • pp.45-53
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    • 2003
  • The significances of this paper are of two points. One is that this research develops the query expansion search by adding the related terms based on the dictionary to the original query terms. This method shortens the process of the conventional model of query expansion utilizing the feedback data of the search. The other is that this research tries to find out the optimal point of precisions and recalls by differentiating the weight ratio between original quay and additional terms. This method shows that the efficiency and precision of query expansion search increase.

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Multiple Description Coding using Whitening Transform (Whitening Transform을 이용한 Multiple Description Coding)

  • 최광표;이근영
    • Proceedings of the IEEK Conference
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    • 2002.06d
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    • pp.41-44
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    • 2002
  • In the communications systems with diversity, we are commonly faced on needing of new source coding technique, error resilient coding. The error resilient coding addresses the coding algorithm that has the robustness to unreliability of communications channel. In recent years, many error resilient coding techniques were proposed such as data partitioning, resynchronization, error detection, concealment, reference picture selection and multiple description coding (MDC). In this paper, we proposed an MDC using whitening transform. The conventional MDC using correlating transform is need additional information to decode the image. But, if an image is transformed using the whitening transform, the additional information is not necessary to transform because the coefficients of whitening transform have uni-variance statistics.

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A new method for estimating the initial position of a PM synchronous motor with an incremental encoder (영구자석 동기전동기의 초기위치를 추정하는 새로운 방법)

  • 정두희;정동욱;하인중
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.33B no.7
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    • pp.183-188
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    • 1996
  • In this paper, we propose a new method which estimates the initial position of a PM synchronous motor (PMSM) using an incremental ecoder. in cremental encoders are widely used in detecting rotor position since they are inexpensive. At starting procedure, however, the incremental encoders cannot give the information of the absolute rotor position. Hence, additional absolue encoder, which has $60^{\circ}C$ resolutio electrically, and signal lines called U, V, W, have been used in practical systems for starting injection of a high frequency test current. It does not require any additional information such as U, V, W signals for starting procedure and allows for cheap and simple implementation. Experimental results show that the proposed method can estimate the initial rotor positon with higher accuracy than the conventional method using U, V, W signals.

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Getting Feedback on a Compiler's Optimization Decisions, Enabling More Code-Optimization Opportunities

  • Min, Gyeong Il;Park, Sewon;Han, Miseon;Kim, Seon Wook
    • IEIE Transactions on Smart Processing and Computing
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    • v.4 no.6
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    • pp.450-454
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    • 2015
  • Short execution time is the major performance factor for computer systems. This performance factor is directly determined by code quality, which is influenced by the compiler's optimizations. However, a compiler has limitations when optimizing source code due to insufficient information. Thus, if programmers can learn the reasons why a compiler fails to apply optimizations, they can rewrite code that is more easily understood by the compiler, and thus improve performance. In this paper, we propose a compiler that provides a programmer with reasons for failed optimization and recognizes programmer's additional information to obtain better optimization. As a result, we obtain performance improvement, i.e., reducing execution time and code size, by taking advantage of additional optimization opportunities.

Indoor Localization Technology Survey

  • Kim, Cheong-Mi;Jang, Beakcheol
    • Journal of the Korea Society of Computer and Information
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    • v.21 no.1
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    • pp.17-24
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    • 2016
  • In this paper, we introduce indoor localization technologies categorizing them into ON/OFF switch and senor based, wireless communication based, and image based technologies. Then we describe several representative techniques for each of them, emphasizing their strengths and weaknesses. We define important performance issues for indoor localization technologies and analyze recent technologies according to the performance issues. Our analyses show that ON/OFF switch based technologies are difficult to install, but accurate and not limited by light. Wireless communication technologies are not limited by light nor distance (space) and do not need additional device. Image based technologies do not need additional device but are limited by light, and their accuracies are affected by light. We believe that this paper provide wise view and necessary information for recent indoor localization technologies.

Development on Intrusion Detection, Based on Blackboard Architecture (Blackboard 기반의 침입탐지 시스템 개발)

  • Shin, Woo-Chul;Choi, Jong-Uk
    • The Transactions of the Korea Information Processing Society
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    • v.7 no.2
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    • pp.454-460
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    • 2000
  • In this paper, an architecture is suggested which efficiently detects intrusions in network environments. In the architecture, the Blackboardbased agent coordinates opinions of several independent agents which are performing unique functions, by resolving conflicts and reconfirming notices of intrusion. In the simulation, it was found that conventional agents judge simple resource access activities as 'intrusion' while blakcboard-based agent reserves the judgement until additional information confirms notices of independent agents. Reconfirmation process based on additional questioning will roduce positive errors.

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Ballistocardiographical Heart Rate Measurement Using Head Mounted 6-axis Accelerometer (머리 착용형 6축 가속도계를 사용한 심탄도 심박수 측정)

  • Jinman Kim;Joongjin Kook
    • Journal of the Semiconductor & Display Technology
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    • v.23 no.2
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    • pp.33-37
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    • 2024
  • Recently, wearable virtual reality devices are widely used. These instruments include a 3-axis accelerometer. User's heart rate information in virtual reality contents can be useful for measuring user experience. In this paper, we propose a method to measure the heart rate through a 3-axis accelerometer based on the principle of ballistocardiography without additional sensors. The angular velocity was successively measured in a time series by the 3-axis accelerometer mounted to the head. The frequency of the maximum magnitude is determined as the heart rate through frequency transform and band pass filtering of the time series signal. For verification, the heart rate calculated from photoplethysmography sensors acquired at the same time was compared as ground-truth. In the virtual reality, the user's heart rate information can be extracted without additional heart rate sensor, and the emotional state and fatigue can be measured.

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