• 제목/요약/키워드: Error patterns

검색결과 684건 처리시간 0.025초

시그모이드 추정과 임계 판정 가중 오차를 사용한 새로운 SDD 등화의 자기적응 성능 개선 (Self-Adaptive Performance Improvement of Novel SDD Equalization Using Sigmoid Estimate and Threshold Decision-Weighted Error)

  • 오길남
    • 한국산학기술학회논문지
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    • 제17권8호
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    • pp.17-22
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    • 2016
  • 고차 QAM 시스템에 대한 자기적응 등화에서 눈 모형이 완전히 닫힌 등화 초기에 적용하여 눈 모형을 빠르게 열뿐만 아니라 정상상태 오차 레벨을 크게 낮추는 새로운 SDD 알고리즘을 제안한다. 제안 방법은 M-QAM 응용에서, 관찰에 가장 인접한 두 심볼을 추정의 기반으로 함으로써 기존 SDD의 계산 복잡성을 최소화하고, QAM 차수에 무관하게 연판정을 크게 단순화하였다. 아울러 심볼 추정에 임계 함수에 비해 오판정 회피가 우수한 시그모이드 함수를 적용, 추정의 신뢰도를 높였다. 또한 등화기 갱신을 위한 오차 발생 시 임계 함수에 의한 심볼 판정 값을 오차에 가중하여 오차 변동 범위를 확장함으로써 제안한 자기적응 등화기의 초기화 성능을 개선하였다. 결과적으로 제안 방법은 기존 SDD의 계산 복잡성과 초기화 및 수렴 특성을 현저히 개선하였다. 부가 잡음이 존재하는 다중경로 채널 조건에서 64-QAM 및 256-QAM에 대한 모의실험을 통해 CMA와 제안한 2-SDD 및 가중된 2-SDD의 두 가지 형태의 성능을 비교하고 제안 방법의 유용성을 확인하였다.

대화형 에이전트 인식오류 및 신조어 탐지를 위한 알고리즘 개발: 한글 음절 분리 기반의 단어 유사도 활용 (Developing a New Algorithm for Conversational Agent to Detect Recognition Error and Neologism Meaning: Utilizing Korean Syllable-based Word Similarity)

  • 이정원;임일
    • 지능정보연구
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    • 제29권3호
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    • pp.267-286
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    • 2023
  • 인공지능 스피커로 대표되는 대화형 에이전트는 사람-컴퓨터 간 대화형이기 때문에 대화 상황에서 오류가 발생하는 경우가 잦다. 에이전트 사용자의 발화 기록에서 인식오류는 사용자의 발화를 제대로 인식하지 못하는 미인식오류 유형과 발화를 인식하여 서비스를 제공하였으나 사용자가 의도한 바와 다르게 인식된 오인식오류 유형으로 나뉜다. 이 중 오인식오류의 경우, 서비스가 제공된 것으로 기록되기 때문에 이에 대한 오류 탐지가 별도로 필요하다. 본 연구에서는 텍스트 마이닝 기법 중에서도 단어와 문서를 벡터로 바꿔주는 단어 임베딩과 문서 임베딩을 이용하여 단순 사용된 단어 기반의 유사도 산출이 아닌 단어의 분리 방식을 다양하게 적용함으로써 연속 발화 쌍의 유사도를 기반으로 새로운 오인식오류 및 신조어 탐지 방법을 탐구하였다. 연구 방법으로는 실제 사용자 발화 기록을 활용하여 오인식오류의 패턴을 모델 학습 및 생성 시 적용하여 탐지 모델을 구현하였다. 그 결과, 오인식오류의 가장 큰 원인인 등록되지 않은 신조어 사용을 탐지할 수 있는 패턴 방식으로 다양한 단어 분리 방식 중 초성 추출 방식이 가장 좋은 결과를 보임을 확인하였다. 본 연구는 크게 두 개의 함의를 가진다. 첫째, 인식오류로 기록되지 않아 탐지가 어려운 오인식오류에 대하여 다양한 방식 별 비교를 통해 최적의 방식을 찾았다. 둘째, 이를 실제 신조어 탐지 적용이 필요한 대화형 에이전트나 음성 인식 서비스에 적용한다면 음성 인식 단계에서부터 발생하는 오류의 패턴도 구체화할 수 있으며, 오류로 분류되지 않더라도 사용자가 원하는 결과에 맞는 서비스가 제공될 수 있음을 보였다.

3-D Optimal Evasion of Air-to-Surface Missiles against Proportionally Navigated Defense Missiles

  • Cho, Sung-Bong;Ryoo, Chang-Kyung;Tahk, Min-Jea
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2003년도 ICCAS
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    • pp.514-518
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    • 2003
  • In this paper, we investigate three dimensional optimal evasive maneuver patterns for air-to-surface attack missiles against proportionally navigated anti-air defense missiles. Interception error of the defense missile can be generated by evasive maneuver of the attack missile during the time of flight for which the defense missile intercepts the attack missile. Time varying weighted sum of the inverse of these interception errors forms a performance index to be minimized. Direct parameter optimization technique using CFSQP is adopted to get the attack missile's optimal evasive maneuver patterns according to parameter changes of both the attack missile and the defense missile such as maneuver limit and time constant of autopilot approximated by the 1st order lag system. The overall shape of resultant optimal evasive maneuver to enhance the survivability of air-to-surface missiles against proportionally navigated anti-air missiles is a kind of deformed barrel roll.

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막구조물의 준공평형 형상해석에 관한 연구 (A Study on the Actual Equilibrium Analysis for Membrane Structures)

  • 이장복;김재열;권택진
    • 한국전산구조공학회:학술대회논문집
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    • 한국전산구조공학회 2000년도 봄 학술발표회논문집
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    • pp.61-68
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    • 2000
  • In general, the design of membrane structures takes three steps. The first is shape finding analysis which is determination of initial equilibrium geometry with uniform stresses. The second step involve the computation of the stress-deformation to get completed membrane under various load conditions. The third step is to divide the membrane structures into several plan strips from the initial equilibrium states. This procedure is needed because of the initial shape has usually undevelopable curved surface and is called as "cutting patterns generation". By introducing this work, the deformation due to the initial stress is removed and approximate cutting patterns are generated. In this approach, however, material properties is not considered, therefore the error between the design stresses and actual stresses during the fabrication of plan strips should be occurred. In this paper, actual equilibrium shape analysis procedure for HP shape models is presented. The deviations of stresses between the design stresses and actual stresses are estimated.

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영어 학습 시의 발성 교정 기술에 관한 연구 (Study on the pronunciation correction in English Learning)

  • 김재민;백승권;한민수
    • 한국음향학회:학술대회논문집
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    • 한국음향학회 2000년도 하계학술발표대회 논문집 제19권 1호
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    • pp.119-122
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    • 2000
  • In this paper, we implement an elementary system to correct accent, pronunciation, and intonation in English spoken by non-native English speakers. In case of the accent evaluation, energy and pitch information are used to find stressed syllables, and then we extract the segment information of input patterns using a dynamic time warping method to discriminate and evaluate accent position. For the pronunciation evaluation. we utilize the segment information using the same algorithm as in accent evaluation and calculate the spectral distance measure for each phoneme between input and reference. For the intonation evaluation. we propose nine pattern of slope to estimate pitch contour, then we grade test sentences by accumulated error obtained by the distance measure and estimated slope. Our result shows that 98 percent of accent and 71 percent of pronunciation evaluation agree with perceptual measure. As the result of the intonation evaluation. system represent the similar order of grade for the four sentences having different intonation patterns compared with perceptual evaluation.

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나노 임프린트 리소그라피에서 동심원 모아레를 이용한 정렬방법 (Aligning Method using Concentric $Moir\'{e}$ in Nanoimprint Lithography)

  • 김기홍;이재종;최기봉;박수연;조현택;이종현
    • 한국정밀공학회지
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    • 제23권11호
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    • pp.34-41
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    • 2006
  • Nanoimprint lithography is an emerging technology which has an ability to make patterns under 100nm width. Recently many researches have been focused to develop multilayer patterning function in nanoimprint lithography and aligning method is attracting attention as a key technology. $Moir\'{e}$ has been used widely to measure dislocation or deformation of objects and considered one of the best solutions to detect aligning error in nanoimprint lithography. Concentric circular patterns are used to generate a $moir\'{e}$ fringe in this paper and aligning offset and direction are extracted from it. Especially this paper shows the difference of fringe equation of $moir\'{e}$ which can be obtained in nanoimprint process atmosphere from normal one.

팔 운동 근전신호의 식별과 동특성 해석에 관한 연구 (A study on Identification of EMG Patterns and Analysis of Dynamic Characteristics of Human Arm Movements)

  • 손재현;홍성우;이광석;남문현
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1991년도 하계학술대회 논문집
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    • pp.799-804
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    • 1991
  • This paper is concerned with the artificial control of prosthetic devices using the electromyographic(EMG) activities of biceps and triceps in human subject during isometric contraction adjustments at the elbow. And it was analysised about recognition of EMG signals and dynamic characteristics at arm movements of human. For this study the error signal of autoregressive(AR) model were used to discriminate arm movement patterns of human. Interaction of dynamic characteristics (Position, Velocity, Acceleration) and EMG of biceps and triceps at arm movements of human was measured.

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Feature Subset for Improving Accuracy of Keystroke Dynamics on Mobile Environment

  • Lee, Sung-Hoon;Roh, Jong-hyuk;Kim, SooHyung;Jin, Seung-Hun
    • Journal of Information Processing Systems
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    • 제14권2호
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    • pp.523-538
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    • 2018
  • Keystroke dynamics user authentication is a behavior-based authentication method which analyzes patterns in how a user enters passwords and PINs to authenticate the user. Even if a password or PIN is revealed to another user, it analyzes the input pattern to authenticate the user; hence, it can compensate for the drawbacks of knowledge-based (what you know) authentication. However, users' input patterns are not always fixed, and each user's touch method is different. Therefore, there are limitations to extracting the same features for all users to create a user's pattern and perform authentication. In this study, we perform experiments to examine the changes in user authentication performance when using feature vectors customized for each user versus using all features. User customized features show a mean improvement of over 6% in error equal rate, as compared to when all features are used.

점탄성유체의 압력측정용 벽공부근의 유동모양에 관한 실험적 연구 (An Experimental Study on the Flow Pattern in the Vicinity of Pressure Measuring Hole of the Viscoelasitc Fluids)

  • 김춘식
    • Journal of Advanced Marine Engineering and Technology
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    • 제4권1호
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    • pp.23-31
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    • 1980
  • The fluid static pressure has been generally measured by means of a small hole leading to a measuring instrument. In case of viscoelastic fluids, however, it has been shown experimentally that a systematic error exists in measuring the static pressure by means of the small hole becuase viscoelasitc fluids have many properties that can not be observed in Newtonian fluids. In this paper, in order to examine the mechanism of the errors in measuring the static pressure of viscoelasitc fluids, flow patterns in the vicinity of static pressure measuring hole were photographically taken and observed graphically. The experiments to take photographs of flow patterns were performed by a parallel plate channel with the steady two-dimensional shear flow of viscoelastic fluids. Results of the experiment are classified as following three regions; (1) Arched symmetrical flow pattern region. (2) Asymmetrical flow pattern region. (3) Rectilinear symmetricl flow pattern region.

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SQP와 CEALM 최적화 기법에 의한 대공 방어 유도탄에 대한 3차원 최적 회피 성능 비교 (Performance Comparison of 3-D Optimal Evasion against PN Guided Defense Missiles Using SQP and CEALM Optimization Methods)

  • 조성봉;유창경;탁민제
    • 한국군사과학기술학회지
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    • 제12권3호
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    • pp.272-281
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    • 2009
  • In this paper, three-dimensional optimal evasive maneuver patterns for air-to-surface attack missiles against proportionally navigated anti-air defense missiles were investigated. An interception error of the defense missile is produced by an evasive maneuver of the attack missile. It is assumed that the defense missiles are continuously launched during the flight of attack missile. The performance index to be minimized is then defined as the negative square integral of the interception errors. The direct parameter optimization technique based on SQP and a co-evolution method based on the augmented Lagrangian formulation are adopted to get the attack missile's optimal evasive maneuver patterns. The overall shape of the resultant optimal evasive maneuver is represented as a deformed barrel-roll.