• Title/Summary/Keyword: Average Error Rate

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Evaluation on Flexural Performance of Precast Decks with Ribbed Joint by FEM (유한요소해석에 의한 요철형 이음단면을 갖는 프리캐스트 바닥판의 휨성능 평가)

  • Oh, Hyun-Chul;Chung, Chul-Hun;Kang, Myoung-Gu;Park, Se-Jin;Shin, Dong-Ho
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.20 no.1
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    • pp.85-94
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    • 2016
  • In this study, a non-linear FEM model is presented to predict the static flexural performance of precast bridge decks with ribbed joint and is verified with previous experiment results through comparison. The several theory of material properties were applied to each mechanical properties in FEM model and FEM model's input variables were determined through experiment result and parametric study. The FEM results showed good accuracy in predicting the structural performance of the specimens and FEM model's average error rate was 5%. Also, each specimen's cracking aspect and failure mode can be predicted through FEM's plastic strain distribution. Thus, this FEM model can be used effectively for predicting the ultimate behavior and parametric study to development of design formula for joint.

a Study on the Hybrid Interference Canceller for MAI Cancellation (다중접속간섭 제거를 위한 혼합형 간섭제거기에 관한 연구)

  • Kim, Jae-Hong;Park, Yong-Wan
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.37 no.4
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    • pp.9-16
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    • 2000
  • This paper shows the performance of a multiuser detection DS-CDMA receiver based on of the hybrid scheme of parallel interference cancellation (PIC) and successive interference cancellation (SIC). The proposed hybrid interference cancellation is presented and is compared with existing PIC, SIC and Hybrid It of other type schemes. The performance criteria used for comparison are complexity, delay and average bit error rate (BER) performance obtained by simulation in Rayleigh-fading channel (Jake's model) with additive white Gaussian noise (AWGN). In the proposed hybrid IC, the BER performance approximates the one of SIC and the delay is half of the SIC. And the number of cancellation of the hybrid It is reduced about a fourth.

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Neural Relighting using Specular Highlight Map (반사 하이라이트 맵을 이용한 뉴럴 재조명)

  • Lee, Yeonkyeong;Go, Hyunsung;Lee, Jinwoo;Kim, Junho
    • Journal of the Korea Computer Graphics Society
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    • v.26 no.3
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    • pp.87-97
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    • 2020
  • In this paper, we propose a novel neural relighting that infers a relighted rendering image based on the user-guided specular highlight map. The proposed network utilizes a pre-trained neural renderer as a backbone network learned from the rendered image of a 3D scene with various lighting conditions. We jointly optimize a 3D light position and its associated relighted image by back-propagation, so that the difference between the base image and the relighted image is similar to the user-guided specular highlight map. The proposed method has the advantage of being able to explicitly infer the 3D lighting position, while providing the artists' preferred 2D screen-space interface. The performance of the proposed network was measured under the conditions that can establish ground truths, and the average error rate of light position estimations is 0.11, with the normalized 3D scene size.

Respiratory Air Flow Transducer Applicable to Cardiopulmonary Resuscitation Procedure (인공심폐소생술에 활용 가능한 호흡기류센서)

  • Kim, Kyung-Ah;Lee, In-Kwang;Lee, You-Mi;Yu, Hee;Kim, Young-Il;Han, Sang-Hyun;Cha, Eun-Jong
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.62 no.6
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    • pp.833-839
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    • 2013
  • Cardiopulmonary resuscitation (CPR) is performed by thoracic compression and artificial ventilation for the patient under emergent situation to maintain at least the minimum level of respiration and blood circulation for life survival. Good quality CPR requires monitoring respiration, however, traditional respiratory air flow transducers cannot be used because the transducer elements are facing the whole area perpendicular to the flow axis. The present study developed a new air flow transducer conveniently applicable to CPR. Specially designed "sensing rod" samples the air velocity at 3 different locations of the flow cross-section, then transforms into average dynamic pressure by the Bernoulli's law. The symmetric structure of the sensing holes of the sensing rod enables bi-directional measurement simply by taking the difference in pressure by a commercial differential pressure transducer. Both inspiratory and expiratory flows were obtained with symmetric measurement characteristics. Quadratic curve fitting provided excellent calibration formula with a correlation coefficient>0.999 (P<0.0001) and the mean relative error<1%. The present results can be usefully applied to accurately monitor the air flow rate during CPR.

Dual Image Sensor and Image Estimation Technique for Multiple Optical Interference Cancellation in High Speed Transmission Visible Light Communication Environment (고속 전송 가시광통신 환경에서의 다중 광 간섭 제거를 위한 듀얼 이미지 센서 및 이미지 추정기법)

  • Han, Doohee;Lee, Kyujin
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2018.10a
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    • pp.480-483
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    • 2018
  • In this paper, we study the interference canceling and image sensing processing technology of multiple light sources for high speed transmission in CMOS sensor based visible light communication system. To improve transmission capacity in optical camera communications via image sensors, different data must be transmitted simultaneously from each LED. However, multiple LED light source environments for high-speed transmission can cause interference between adjacent LEDs. In this case, since the visible light communication system generally uses intensity modulation, when a plurality of LEDs transmit data at the same time, it is difficult to accurately detect the respective LEDs due to the light scattering interference of the adjacent LEDs. In order to solve this problem, the ON / OFF state of many LEDs of the light source is accurately recognized by using a dual CMOS sensor, and the spectral estimation technique and the pixel image signal processing technique of each LED are proposed. This technique can accurately recognize multiple LED pixels and improve the total average bit error rate and throughput of a MISO-VLC system.

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Development of Power Demand Forecasting Algorithm Using GMDH (GMDH를 이용한 전력 수요 예측 알고리즘 개발)

  • Lee, Dong-Chul;Hong, Yeon-Chan
    • Journal of the Korean Institute of Intelligent Systems
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    • v.13 no.3
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    • pp.360-365
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    • 2003
  • In this paper, GMDH(Croup Method of Data Handling) algorithm which is proved to be more excellent in efficiency and accuracy of practical use of data is applied to electric power demand forecasting. As a result, it became much easier to make a choice of input data and make an exact prediction based on a lot of data. Also, we considered both economy factors(GDP, export, import, number of employee, number of economically active population and consumption of oil) and climate factors(average temperature) when forecasting. We assumed target forecast period from first quarter 1999 to first quarter 2001, and suggested more accurate forecasting method of electric power demand by using 3-step computer simulation processes(first process for selecting optimum input period, second for analyzing time relation of input data and forecast value, and third for optimizing input data) for improvement of forecast precision. The proposed method can get 0.96 percent of mean error rate at target forecast period.

Two-Phase Flow Analysis of The Hydrogen Recirculation System for Automotive Pem Fuel Cell (자동차용 고분자 연료전지 수소 재순환 시스템의 이상 유동해석)

  • Kwag, Hyun-Ju;Chung, Jin-Taek;Kim, Jae-Choon;Kim, Yong-Chan;Oh, Hyung-Seuk
    • Transactions of the Korean Society of Mechanical Engineers B
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    • v.32 no.6
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    • pp.446-454
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    • 2008
  • The purpose of this paper is to analyze two-phase flows of the hydrogen recirculation system. Two-phase flow modeling is one of the great challenges in the classical sciences. As with most problems in engineering, the interest in two-phase flow is due to its extreme importance in various industrial applications. In hydrogen recirculation systems of fuel cell, the changes in pressure and temperature affect the phase change of mixture. Therefore, two-phase flow analysis of the hydrogen recirculation system is very important. Two-phase computation fluid dynamics (CFD) calculations, using a commercial CFD package FLUENT 6.2, were employed to calculate the gas-liquid flow. A two-phase flow calculation was conducted to solve continuity, momentum, energy equation for each phase. Then, the mass transfer between water vapor and liquid water was calculated. Through an experiment to measure production of liquid water with change of pressure, the analysis model was verified. The predictions of rate of condensed liquid water with change of pressure were within an average error of about 5%. A comparison of experimental and computed data was found to be in good agreement. The variations of performance, properties, mass fraction and two-phase flow characteristic of mixture with resepct to the fuel cell power were investigated.

Performance Evaluation of an Automatic Distance Speech Recognition System (원거리 음성명령어 인식시스템 설계)

  • Oh, Yoo-Rhee;Yoon, Jae-Sam;Park, Ji-Hoon;Kim, Min-A;Kim, Hong-Kook;Kong, Dong-Geon;Myung, Hyun;Bang, Seok-Won
    • Proceedings of the IEEK Conference
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    • 2007.07a
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    • pp.303-304
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    • 2007
  • In this paper, we implement an automatic distance speech recognition system for voiced-enabled services. We first construct a baseline automatic speech recognition (ASR) system, where acoustic models are trained from speech utterances spoken by using a cross-talking microphone. In order to improve the performance of the baseline ASR using distance speech, the acoustic models are adapted to adjust the spectral characteristics of speech according to different microphones and the environmental mismatches between cross-talking and distance speech. Next we develop a voice activity detection algorithm for distance speech. We compare the performance of the base-line system and the developed ASR system on a task of PBW (Phonetically Balanced Word) 452. As a result it is shown that the developed ASR system provides the average word error rate (WER) reduction of 30.6 % compared to the baseline ASR system.

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A High-Speed Data Processing Algorithm for RFID Input Data Stream Using Multi-Buffer (RFID 입력 데이터 스트림에 대한 다중 버퍼 기반의 고속 데이터 처리 알고리즘)

  • Han, Soo;Park, Sang-Hyun;Shin, Seung-Ho
    • Journal of the Korea Society of Computer and Information
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    • v.13 no.2
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    • pp.79-85
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    • 2008
  • The middleware that provides RFID-based ubiquitous application service should process the data inputted constantly in real time, and acquire and deliver the answers of the questions in the application service. Studies for developing a Data Stream Management System(DSMS) has been performed in order to process a large amount of data stream inputted constantly in this way. Previous algorithms on data stream were mostly focused on reducing the average error between the answers of the successive questions and abandon the data according to the priority of them when a load occurs. This article is composed of presenting the necessity of the studies on the DSMS and speedy data processing, suggesting an algorithm to make Possible the speedy data processing using buffers and prompt questions and answers, and testing the performance of the data processing rate and whether a buffer is generated correspondingly to the algorithm suggested, in either a single or a multiple buffer, through simulations.

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A Study on Local Retransmission Timeout of AT-Snoop Protocol (AT-Snoop 프로토콜의 지역 재전송 시간에 관한 연구)

  • Cho Yong bum;Cho Sung joon
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.30 no.4B
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    • pp.218-225
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    • 2005
  • Although Snoop protocol can enhance TCP throughput efficiently in a wired-cum-wireless environment, it has a problem in performing local packet retransmissions under a burst error-prone wireless link. AT-Snoop protocol is proposed to cope with this Snoop protocol's problem by adopting adaptive timer. In this paper, TCP throughputs of AT-Snoop protocol have been analyzed with varying wireless link conditions and the ways of setting parameters of AT-Snoop protocol for higher TCP throughput are found out through computer simulations. From the simulation results, AT-Snoop protocol's two parameters, local retransmission threshold value and local retransmission timeout value, are closely related with the fading changing rate. To get higher TCP throughput, local retransmission threshold value and local retransmission timeout value should be set to a little bit larger values than average WSRTT(Wireless Smoothed Round Trip Time) and mean bad period of the wireless link, respectively.