• Title/Summary/Keyword: Limit of experimental method

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Implementation of Paper Keyboard Piano with a Kinect (키넥트를 이용한 종이건반 피아노 구현 연구)

  • Lee, Jung-Chul;Kim, Min-Seong
    • Journal of the Korea Society of Computer and Information
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    • v.17 no.12
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    • pp.219-228
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    • 2012
  • In this paper, we propose a paper keyboard piano implementation using the finger movement detection with the 3D image data from a kinect. Keyboard pattern and keyboard depth information are extracted from the color image and depth image to detect the touch event on the paper keyboard and to identify the touched key. Hand region detection error is unavoidable when using the simple comparison method between input depth image and background depth image, and this error is critical in key touch detection. Skin color is used to minimize the error. And finger tips are detected using contour detection with area limit and convex hull. Finally decision of key touch is carried out with the keyboard pattern information at the finger tip position. The experimental results showed that the proposed method can detect key touch with high accuracy. Paper keyboard piano can be utilized for the easy and convenient interface for the beginner to learn playing piano with the PC-based learning software.

Flexural Design and Experiments on Reinforced Concrete Filled PHC Pile (철근 콘크리트 충전 PHC말뚝의 휨 설계 및 성능 평가)

  • Kim, Jeong-Hoi;Jung, Hae-Kwang;Park, Young-Shik;Min, Chang-Shik
    • Journal of the Korea Concrete Institute
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    • v.29 no.4
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    • pp.353-360
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    • 2017
  • The objective of this study is theoretical and empirical evaluation of the flexural performance of concrete filled pretensioned spun high strength concrete pile with ring type composite shear connectors (CFP pile). The specimens are comprised of standard CFP pile, PHC pile+composite shear connector+filed concrete (CFP-N-N), standard CFP pile with $1^{st}$ reinforcements (H13-8ea), and standard CFP pile with $1^{st}$ and $2^{nd}$ reinforcements(H19-8ea). Flexural performance evaluation results showed that the ductility is improved with increased steel ratio, which leads to the increased maximum load by 46.4% (with $1^{st}$ reinforcement) and 103.9% (with $1^{st}$ and $2^{nd}$ reinforcements) compared to standard CFP ( CFP-N-N). Comparing with the predicted ultimate limit state values of the CFP pile design method and the experimental results, the design method presented in this study is reasonable since safety factor of 1.23 and 1.40 times for each reinforcement step are secured.

Performance analysis of underwater acoustic communication using time reversal mirror based on generalized sidelobe canceller (일반화된 부엽 제거기 기반 시역전 기술을 이용한 수중음향통신 성능 분석)

  • Nam, Ki-Hoon;Kim, J.S.;Byun, Gi Hoon
    • The Journal of the Acoustical Society of Korea
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    • v.35 no.5
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    • pp.389-394
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    • 2016
  • MIMO (Multiple-Input-Multiple-Output) in underwater acoustic communication has distortion of received signal because of ISI (Inter-Symbol Interference) and crosstalk among transmitters. Time-reversal mirror was used for compensating of signal distortion, but it has a limit in eliminating crosstalk effectively. This paper proposes a time-reversal mirror based on GSC (Generalized Sidelobe Canceller) for removing crosstalk. The FAF05 (The Focused Acoustic Forecasting 05) experimental data has been used to verify the suggested method by comparison with the conventional time-reversal for communication performance, and it is demonstrated that the suggested method produces better communication performance results than conventional time-reversal.

Independent Component Analysis of Fixed-Point Algorithm for Clustering Components Using Kurtosis (첨도를 이용한 군집성을 가진 고정점 알고리즘의 독립성분분석)

  • Cho, Yong-Hyun;Kim, A-Ram
    • The KIPS Transactions:PartB
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    • v.11B no.3
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    • pp.381-386
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    • 2004
  • This paper proposes an independent component analysis(ICA) of the fixed-point(FP) algorithm based on Newton method by adding the kurtosis. The kurtosis is applied for clustering the components, and the FP algorithm of Newton method is applied for improving the analysis speed and performance. The proposed ICA has been applied to the problems for separating the 6-mixed signals of 500 samples and 8-mixed images of $512\times512$pixels, respectively. The experimental results show that the proposed ICA has always a fixed analysis sequence. The result can be solved the limit of conventional ICA which has a variable sequence depending on the running of algorithm. Especially, the proposed ICA can be used to classify and identify the signals or the images.

Development of SV30 Detection Algorithm and Turbidity Assumption Model using Image Analysis Method (이미지 분석기법을 이용한 SV30 자동감지방법 및 탁도 추정 모델 개발)

  • Choi, Soo-Jung;Kim, Ye-Jin;Yoom, Hoon-Sik;Cha, Jae-Hwan;Choi, Jae-Hoon;Kim, Chang-Won
    • Journal of Korean Society of Environmental Engineers
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    • v.30 no.2
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    • pp.168-174
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    • 2008
  • Diagnosis on setteability based on human operator's experimental knowledge, which could be established by long term operation, is a limit factor to construction of automation control system in wastewater treatment plant. On-line SVI(Sludge Volume Index) analyzer was developed which can measure SV30 automatically by image capture and image analysis method. In this paper, information got by settling process was studied using On-line SVI analyzer for better operation & management of WWTPs. First, SV30 detection algorithm was developed using image capture and image analysis for settling test and it showed that automatic detection is feasible even if deflocculation and bulking was occurred. Second, turbidity assessment model was developed using image analysis.

Structural System Parameter Estimation using Strain Output Feedback (스트레인 출력 되먹임을 이용한 구조 시스템 계수 추정)

  • Ha, Jae-Hoon;Park, Youn-Sik;Park, Young-Jin
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2005.05a
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    • pp.124-127
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    • 2005
  • As computer capability and test skill become more and more advanced, finite element method and modal test are being widely applied in engineering design. In order to correlate and reconcile the inevitable discrepancies between the analytical and experimental models, many techniques have been developed. Among these methods, multiple-system methods are known as the effective tools in that they can supply the rich modal data available which are experimentally obtained. These abundant modal data can help structural system parameters estimated well. Multiple-system methods can be classified into the structural modification methods and feedback controller methods. The structural modification methods need the physical attachment of structures and their concept may limit the application of them. To overcome this drawback, the feedback controller methods are addressed which enable us to get more modal data without the structural change. Mode decoupling controller(MDC), one of them, is to use acceleration out)ut feedback to perturb an open-loop system. The output feedback controller generally cannot guarantee the stability of a closed-loop system. However, MDC can solve this problem under the certain constraints. So far, MDC utilizes accelerations as the sensor signals. In this research, strain sensors are going to be picked up to apply to the MDC. Strain output is recently used for structural system identification due to the drastically improved and miniaturized strain sensor. In this paper, we show that the MDC using strain output has differences compared with acceleration output in estimating the structural system parameters. The associated simulation is performed to demonstrate the above mentioned characteristics.

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Instantaneous Compliance and Creep Compliance functions of Early-Age Concrete under Quasi-Instantaneous Loading (준-순간 하중에 의한 초기재령 콘크리트의 순간 및 크리프 컴플라이언스 함수)

  • Oh Byung-Hwan;Choi Seong-Cheol;Park Ho
    • Journal of the Korea Concrete Institute
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    • v.17 no.1 s.85
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    • pp.11-18
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    • 2005
  • In order to accurately assess the stresses occurring in the early-age concrete, a compliance function which can consider the characteristics of early-age concrete is required. Existing compliance functions, however, have the limit that they have been deduced from the data of hardened concrete and therefore, do not take into account the fast development of material properties in early-age concrete. Furthermore, the distinction between instantaneous compliance and creep compliance is not clear in the existing experimental method. The purpose of present study is to propose a compliance function which can describe the rapid change of hardening processes in early-age concrete. To this end, a test method which can estimate the instantaneous compliance without creep effects in the early-age concrete was suggested first. Based on the suggested experimental method, tests on the instantaneous as well as creep compliance were performed using MTS automatic servo-loop test machine. The test results showed that both instantaneous and aging viscoelastic compliance, which are constants in B3 model, were functions in terms of age of concrete especially at early ages. Therefore, the modified compliance function based on B3 model was proposed to provide more realistic prediction on the behavior of early-age concrete. It is expected that the present model allows more realistic evaluation of varying stresses in concrete structures at early ages.

Robust Real-Time Lane Detection in Luminance Variation Using Morphological Processing (형태학적 처리를 이용한 밝기 변화에 강인한 실시간 차선 검출)

  • Kim, Kwan-Young;Kim, Mi-Rim;Kim, In-Kyu;Hwang, Seung-Jun;Beak, Joong-Hwan
    • Journal of Advanced Navigation Technology
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    • v.16 no.6
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    • pp.1101-1108
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    • 2012
  • In this paper, we proposed an algorithm for real-time lane detecting against luminance variation using morphological image processing and edge-based region segmentation. In order to apply the most appropriate threshold value, the adaptive threshold was used in every frame, and perspective transform was applied to correct image distortion. After that, we designated ROI for detecting the only lane and established standard to limit region of ROI. We compared performance about the accuracy and speed when we used morphological method and do not used. Experimental result showed that the proposed algorithm improved the accuracy to 98.8% of detection rate and speed of 36.72ms per frame with the morphological method.

The Influence of On-Off Line Blended Learning in Emphasizing the Interaction Between Teacher and Students on the Perception about Learning Environment and Science-Related Attitude (교사와 학생의 상호작용이 강조된 온-오프라인 혼합형 학습이 학습 환경에 대한 인식과 과학 관련 태도에 미치는 영향)

  • Hwang, Yohan;Kim, Jinsook;Lee, Mu Sang
    • Journal of The Korean Association For Science Education
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    • v.35 no.1
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    • pp.27-35
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    • 2015
  • General education is changed by accepting the change in education environment to digital generation, emphasis about student-centered education, and change of teacher's role. E-learning has taken center stage as an effective learning environment but the problems are drawn for the absence of interaction that is important in learning. In this study, on the basis of questionnaire results about learning using website, we operated blended-learning where students come and go in cyberspace and physical space to set up the lesson environment for emphasizing interaction. We selected a control group (N=40) and an experimental group (N=40) from second grade students in a middle school for this research. General instructor-led lessons were implemented in the control group and blended-learning lessons to emphasize interaction between teacher and students were implemented in the experimental group. The experiments were applied to eight class-hours in 'characteristics of matter' unit. We implemented Test of Science Related Attitude (TOSRA) to the students before and after the lessons and administered questionnaire for checking attitude changes and perception in students. The results of the test show that the experimental group students were more encouraged and became more confident and curious about scientific learning than the control group students. The analysis of the interview and results of TOSRA show that blended-learning provided guidance and feedback by the teacher to the experimental group students more than the control group students. Blended-learning is suggested as a learning-method that is helpful in improving scientific attitude in students because it enables them to express their experiences without limit of time-space and promote interaction between teacher and students.

Evaluation on the Bending Behavior After Yield of RC Beam by Using Image Processing Method(I): Focused on the Compressive Part (영상 분석 기법을 이용한 RC 부재의 항복 후 휨 거동 분석(I): 압축부를 중심으로)

  • Kim, Kun-Soo;Park, Ki-Tae;Woo, Tae-Ryeon;Kim, Jaehwan
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.26 no.6
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    • pp.39-46
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    • 2022
  • As the limit state design method is applied as the design method of reinforced concrete structure, the ultimate state is considered when analyses or designing. In fact, when the reinforced concrete member is bent, there is a confining effect by stirrup, but the material curve of unconfined concretes applied when designing. In this study, to evaluate the suitability of the confined concrete model for flexural members, a 4-point bending test was conducted on RC simple beam with a double-reinforced rectangular cross-section, and the behavior of the member after yield was analyzed in detail using image processing method. For detailed analysis, the DIC method was adopted as an image analysis method, and the validity of DIC method was verified by comparing the measurement results with the LVDT. The distribution of the strain on the concrete surface calculated as a result of the DIC method could be obtained, and the average strain distribution of the cross-section was calculated. Using the average strain distribution, the stress distribution applied existing confined concrete model as a material curve could be derived. Through the comparison of the experimental results and the existing model application results, the suitability of the confined concrete model for RC flexural members having a rectangular cross-section was evaluated.