• Title/Summary/Keyword: Non Precision Approach

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An Approach to Target Tracking Using Region-Based Similarity of the Image Segmented by Least-Eigenvalue (최소고유치로 분할된 영상의 영역기반 유사도를 이용한 목표추적)

  • Oh, Hong-Gyun;Sohn, Yong-Jun;Jang, Dong-Sik;Kim, Mun-Hwa
    • Journal of Institute of Control, Robotics and Systems
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    • v.8 no.4
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    • pp.327-332
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    • 2002
  • The main problems of computational complexity in object tracking are definition of objects, segmentations and identifications in non-structured environments with erratic movements and collisions of objects. The object's information as a region that corresponds to objects without discriminating among objects are considered. This paper describes the algorithm that, automatically and efficiently, recognizes and keeps tracks of interest-regions selected by users in video or camera image sequences. The block-based feature matching method is used for the region tracking. This matching process considers only dominant feature points such as corners and curved-edges without requiring a pre-defined model of objects. Experimental results show that the proposed method provides above 96% precision for correct region matching and real-time process even when the objects undergo scaling and 3-dimen-sional movements In successive image sequences.

Powder Injection Molding Technique of Fabricating Cemented Tungsten Carbide Balls for Milling and Dispersing Nano-Powder (나노분말 분쇄 및 분산용 고성능 초경합금 볼의 제조를 위한 분말사출성형 공법)

  • Chung, Seong-Taek;Cho, Ju-Hyun;Lee, Min-Cheol;Kwon, Young-Sam;Joun, Man-Soo
    • Proceedings of the KSME Conference
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    • 2007.05a
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    • pp.37-42
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    • 2007
  • We present a powder injection molding technique of fabricating cemented tungsten carbide(WC) balls for milling and dispersing nano-powder in this paper. The conventional powder metallurgy approach is investigated to reveal its drawbacks of density non-homogeneity. New procedures of powder injection molding for the homogeneous high-precision WC balls, involving the binding process, powder injection molding process and sintering process, are presented in detail. Each process is investigated empirically and numerically to obtain its engineering information, which can used for process optimization.

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Analysis on the Calculation of Plasma Medium with Parallel SO-FDTD Method

  • Duan, Xule;Yang, Hong Wei;Kong, Xiangkun;Liu, Han
    • ETRI Journal
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    • v.31 no.4
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    • pp.387-392
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    • 2009
  • This paper introduces a novel parallel shift operator finite-difference time-domain (SO-FDTD) method for plasma in the dispersive media. We calculate the interaction between the electromagnetic wave of various frequencies and non-magnetized plasma by using the parallel SO-FDTD method. Then, we compare the results,which are calculated with serial and parallel SO-FDTD executions to obtain the speedup ratio and validate the parallel execution. We conclude that the parallel SO method has almost the same precision as the serial SO method, while the parallel approach expands the scope of memory and reduces the CPU time.

Molten Metal Flow Analysis of Casting Process Using SPH Method (SPH 기법을 이용한 주조공정 용탕 주입 유동 해석)

  • Park, Byung Lae;Lee, Sang Wook
    • Journal of the Korean Society of Visualization
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    • v.16 no.1
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    • pp.54-60
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    • 2018
  • It is important to develop more efficient and productive casting processes for an automated high precision molten-metal casting system. Detailed analysis of molten-metal flow in the casting process by the numerical approach will help to optimize the control of a ladle. In this study, the smoothed particle hydrodynamics method was applied to analyze casting flow characteristics with different tilting angular speed and initial molten-metal level. The smoothed particle hydrodynamics technique has advantages to easily handle non-linear free surface behavior with the absence of a computational mesh. We found that tilting angular speed has relatively greater effect on the casting flowrate and that the effect of the initial molten-metal level is only minor. Further extensive study will be necessary to find an optimal condition for high efficient casting system.

Real Time Error Correction of Hydrologic Model Using Kalman Filter

  • Wang, Qiong;An, Shanfu;Chen, Guoxin;Jee, Hong-Kee
    • Proceedings of the Korea Water Resources Association Conference
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    • 2007.05a
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    • pp.1592-1596
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    • 2007
  • Accuracy of flood forecasting is an important non-structural measure on the flood control and mitigation. Hence, combination of horologic model with real time error correction became an important issue. It is one of the efficient ways to improve the forecasting precision. In this work, an approach based on Kalman Filter (KF) is proposed to continuously revise state estimates to promote the accuracy of flood forecasting results. The case study refers to the Wi River in Korea, with the flood forecasting results of Xinanjiang model. Compared to the results, the corrected results based on the Kalman filter are more accurate. It proved that this method can take good effect on hydrologic forecasting of Wi River, Korea, although there are also flood peak discharge and flood reach time biases. The average determined coefficient and the peak discharge are quite improved, with the determined coefficient exceeding 0.95 for every year.

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The Avioncs architecture to Improve Small aircraft flight safety on Non-precision approach (PA 안전성 향상을 위한 항공전자장비 구성)

  • Kim, Hyeon-Su;Jeong, Bok-Heon
    • 한국항공운항학회:학술대회논문집
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    • 2015.11a
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    • pp.111-116
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    • 2015
  • 현재 국토교통부가 추진 중인 국내 공항 개발 중기계획에는 소형 공항뿐 만 아니라 수상 공항 등 다각적인 소형항공기를 활용한 항공운송계획을 수립하고 있다. 과거 전파항법을 사용하는 기존의 계기접근절차에서 CFIT, LOC-I, LALT, UIMC 등의 위험요소를 줄이고, CNS/ATM 환경하에서 보다 안전한 비정밀접근절차를 수행할 수 있는 탑재용 항공전자장비 구성 요구사항을 제시하고 향후 소형 항공기 운용에 안전성을 증진하고 CNS/ATM 환경하에 모의 비행실험을을 확보한 비정밀절차 운용 결과를 분석하여 소형항공기 항공전자장비의 기술 표준 및 형식 승인을 위한 안을 제시해 보고자 한다.

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Characterization of elastic properties of pultruded profiles using model updating procedure with vibration test data

  • Cunha, Jesiel;Foltete, Emmanuel;Bouhaddi, Noureddine
    • Structural Engineering and Mechanics
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    • v.30 no.4
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    • pp.481-500
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    • 2008
  • In this paper, a model updating technique in dynamics is used to identify elastic properties for pultruded GFRP-Glass Fiber Reinforced Plastic framed structural systems used in civil construction. Traditional identification techniques for composite materials may be expensive, while this alternative approach allows to identify several properties simultaneously, with very good precision. Furthermore, the procedure of a non-destructive type has a relatively simple implementation. Properties describing the mechanical behavior for beam and shell finite element modeling are identified. The used formulation is based on the minimization of eigensolution residuals. Important points concerning model updating procedures have been observed, such as the particular vibrational behavior of the test structure, the modeling strategies and the optimal placement of the sensors in the experimental procedure. Results obtained by experimental tests show the efficiency of the proposed procedure.

A FE2 multi-scale implementation for modeling composite materials on distributed architectures

  • Giuntoli, Guido;Aguilar, Jimmy;Vazquez, Mariano;Oller, Sergio;Houzeaux, Guillaume
    • Coupled systems mechanics
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    • v.8 no.2
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    • pp.99-109
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    • 2019
  • This work investigates the accuracy and performance of a $FE^2$ multi-scale implementation used to predict the behavior of composite materials. The equations are formulated assuming the small deformations solid mechanics approach in non-linear material models with hardening plasticity. The uniform strain boundary conditions are applied for the macro-to-micro transitions. A parallel algorithm was implemented in order to solve large engineering problems. The scheme proposed takes advantage of the domain decomposition method at the macro-scale and the coupling between each subdomain with a micro-scale model. The precision of the method is validated with a composite material problem and scalability tests are performed for showing the efficiency.

A Preliminary Study of Near Real-time Precision Satellite Orbit Determination (준 실시간 정밀 위성궤도결정을 위한 이론적 고찰)

  • Bae, Tae-Suk
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.27 no.1
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    • pp.693-700
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    • 2009
  • For real-time precise GPS data processing such as a long baseline network RTK (Real-Time Kinematic) survey, PPP (Precise Point Positioning) and monitoring of ionospheric/tropospheric delays, it is necessary to guarantee accuracy comparable to IGS (International GNSS Service) precise orbit with no latency. As a preliminary study for determining near real-time satellite orbits, the general procedures of satellite orbit determination, especially the dynamic approach, were studied. In addition, the transformation between terrestrial and inertial reference frames was tested to integrate acceleration. The IAU 1976/1980 precession/nutation model showed a consistency of 0.05 mas with IAU 2000A model. Since the IAU 2000A model has a large number of nutation components, it took more time to compute the transformation matrix. The classical method with IAU 2000A model was two times faster than the NRO (non-rotating origin) approach, while there is no practical difference between two transformation matrices.

Modeling and Evaluating Information Diffusion for Spam Detection in Micro-blogging Networks

  • Chen, Kan;Zhu, Peidong;Chen, Liang;Xiong, Yueshan
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.9 no.8
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    • pp.3005-3027
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    • 2015
  • Spam has become one of the top threats of micro-blogging networks as the representations of rumor spreading, advertisement abusing and malware distribution. With the increasing popularity of micro-blogging, the problems will exacerbate. Prior detection tools are either designed for specific types of spams or not robust enough. Spammers may escape easily from being detected by adjusting their behaviors. In this paper, we present a novel model to quantitatively evaluate information diffusion in micro-blogging networks. Under this model, we found that spam posts differ wildly from the non-spam ones. First, the propagations of non-spam posts mostly result from their followers, but those of spam posts are mainly from strangers. Second, the non-spam posts relatively last longer than the spam posts. Besides, the non-spam posts always get their first reposts/comments much sooner than the spam posts. With the features defined in our model, we propose an RBF-based approach to detect spams. Different from the previous works, in which the features are extracted from individual profiles or contents, the diffusion features are not determined by any single user but the crowd. Thus, our method is more robust because any single user's behavior changes will not affect the effectiveness. Besides, although the spams vary in types and forms, they're propagated in the same way, so our method is effective for all types of spams. With the real data crawled from the leading micro-blogging services of China, we are able to evaluate the effectiveness of our model. The experiment results show that our model can achieve high accuracy both in precision and recall.