• 제목/요약/키워드: Robust Algorithm

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이차원 물체 정합을 위한 Robust Oriented Hausdorff Measure (Robust Oriented Hausdorff Measure for 2-D Object Matching)

  • 심동규;박래홍
    • 전자공학회논문지S
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    • 제36S권11호
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    • pp.60-67
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    • 1999
  • 본 논문은 2-D 물체 정합을 위한 robust oriented Hausdorff measure (ROHM)을 제안하였다. 이 ROHM은 기존의 Hausdorff distance (HD) 알고리듬의 거리 개념을 Hough 변환의 누적기법으로 대치함으로써 제안되었다. 제안한 알고리듬은 distance transform (DT)을 사용하는 변형된 Hough transform으로 생각할 수 있다. 또한 각 화소의 방향각을 사용하여 부적절한 대응관계를 제거하였다. 여러가지 실험영상을 이용한 실험을 통하여 제안한 알고리듬이 기존의 알고리듬들에 비하여 효율적임을 보였다.

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Robust Optimal Control of Robot Manipulators with a Weighting Matrix Determination Algorithm

  • Kim, Mi-Kyung;Kang, Hee-Jun
    • International Journal of Precision Engineering and Manufacturing
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    • 제5권3호
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    • pp.77-84
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    • 2004
  • A robust optimal control design is proposed in this study for rigid robotic systems under the unknown loads and the other uncertainties. The uncertainties are reflected in the performance index, where the uncertainties are bounded for the quadratic square of the states with a positive definite weighting matrix. An iterative algorithm is presented for the determination of the weighting matrix required for necessary robustness. Computer simulations have been done for a weight-lifting operation of a two-link manipulator and the simulation results shows that the proposed algorithm is very effective for a robust control of robotic systems.

An Echo Canceller Robust to Noise and Residual Echo

  • Kim, Hyun-Tae;Park, Jang-Sik
    • Journal of information and communication convergence engineering
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    • 제8권6호
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    • pp.640-644
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    • 2010
  • When we talk with hands-free in a car or noisy lobby, the performance of the echo canceller degrade because background noise added to echo caused by the distance from mouth to microphone is relatively long. It gives a reason for necessity of noise-robust and high convergence speed adaptive algorithm. And if acoustic echo canceller operated not perfectly, residual signal going through the echo canceller to far-end speaker remains residual echo, which degrade quality of talk. To solve this problem, post-processing needed to remove residual echo ones more. In this paper, we propose a new acoustic echo canceller, which has noise robust and high convergence speed, linked with linear predictor as a post-processor. By computer simulation, it is confirmed that the proposed algorithm shows better performance from acoustic interference cancellation (AIC) viewpoint.

신경망 기반 Robust ICA에 의한 은닉신호의 분리 (Separation of Blind Signals Using Robust ICA Based-on Neural Networks)

  • 조용현
    • 한국산업융합학회 논문집
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    • 제7권1호
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    • pp.41-46
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    • 2004
  • This paper proposes a separation of mixed signals by using the robust independent component analysis(RICA) based on neural networks. RICA is based on the temporal correlations and the second order statistics of signal. This method e is applied for improving the analysis rate and speed in which the sources have very small or zero kurtosis. The proposed method has been applied for separating the 10 mixed finger prints of $256{\times}256$-pixel and the 4 mixed images of $512{\times}512$-pixel, respectively. The simulation results show that RICA has the separating rate and speed better than those using the conventional FP algorithm based on Newton method.

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Multiple Face Segmentation and Tracking Based on Robust Hausdorff Distance Matching

  • Park, Chang-Woo;Kim, Young-Ouk;Sung, Ha-Gyeong;Park, Mignon
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • 제3권1호
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    • pp.87-92
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    • 2003
  • This paper describes a system for tracking multiple faces in an input video sequence using facial convex hull based facial segmentation and robust hausdorff distance. The algorithm adapts skin color reference map in YCbCr color space and hair color reference map in RGB color space for classifying face region. Then, we obtain an initial face model with preprocessing and convex hull. For tracking, this algorithm computes displacement of the point set between frames using a robust hausdorff distance and the best possible displacement is selected. Finally, the initial face model is updated using the displacement. We provide an example to illustrate the proposed tracking algorithm, which efficiently tracks rotating and zooming faces as well as existing multiple faces in video sequences obtained from CCD camera.

HDD 액츄에이터를 위한 관측기 기반하의 견실 제어기 설계 (Observer-based Robust Controller Design for HDD Actuator)

  • 신동균;변지영;유관호
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2004년도 심포지엄 논문집 정보 및 제어부문
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    • pp.26-28
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    • 2004
  • The sliding mode control law provides a robust solution for general control problems. Most real systems which use a portable hard disk drive have to overcome disturbances and model uncertainties for proper operation. The chattering effect caused from unexpected oscillation can make the system be unstable. Therefore, we propose a robust control algorithm for the nonlinear second order systems with model uncertainties and disturbances. The proposed algorithm is designed following a sliding mode and observer based control. Thus the proposed algorithm has more expanded bounded region of control. Simulation results show the robustness of the proposed controller.

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살색을 이용한 고속 얼굴검출 알고리즘의 개발 (High Speed Face Detection Using Skin Color)

  • 한영신;박동식;이칠기
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2002년도 하계종합학술대회 논문집(3)
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    • pp.173-176
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    • 2002
  • This paper describes an implementation of fast face detection algorithm. This algorithm can robustly detect human faces with unknown sizes and positions in complex backgrounds. This paper provides a powerful face detection algorithm using skin color segmenting. Skin Color is modeled by a Gaussian distribution in the HSI color space among different persons within the same race, Oriental. The main feature of the Algorithm is achieved face detection robust to illumination changes and a simple adaptive thresholding technique for skin color segmentation is employed to achieve robust face detection.

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광학 영상의 강인한 정합 알고리즘 (Robust Matching Algorithm for Optical Images)

  • 양한진;주영훈
    • 제어로봇시스템학회논문지
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    • 제17권3호
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    • pp.248-253
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    • 2011
  • This paper proposes the robust matching algorithm for optical images obtained by WSI(White-light Scanning Interferometer) machine. The matching algorithms are divided by two part according to the matching points: algorithm whether the matching points between two images exist or not. Also, after matching the images, we propose the algorithm to smooth the matched image. Finally, we show the effectiveness and feasibility of the proposed method through some experiments.

Generalized Robust Multichannel Frequency-Domain LMS Algorithms for Blind Channel Identification

  • Chung, Ik-Joo;Clements, Mark A.
    • ETRI Journal
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    • 제34권1호
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    • pp.130-133
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    • 2012
  • Recently, several noise-robust adaptive multichannel LMS algorithms have been proposed based on the spectral flatness of the estimated channel coefficients in the presence of additive noise. In this work, we propose a general form for the algorithms that integrates the existing algorithms into a common framework. Computer simulation results are presented and demonstrate that a new proposed algorithm gives better performance compared to existing algorithms in noisy environments.

로보트 매니퓰레이터에 대한 강건한 적응제어기 설계 (Robust adaptive controller design for robot manipulator)

  • 안수관;배준경;박종국;박세승
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1989년도 한국자동제어학술회의논문집; Seoul, Korea; 27-28 Oct. 1989
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    • pp.177-182
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    • 1989
  • In this paper a new adaptive control algorithm is derived, with the unknown manipulator and payload parameters being estimated online. In practice, we may simplify the algorithm by not explicity estimating all unknown parameters. Further, the controller must be robust to residual time-varying disturbance, such as striction or torque ripple. Also, the reference model is a simple douple integrator and the acceleration input for robot manipulator consists of a proportion and derivative controller for trajectory tracking purposes. The validity of this control is confirmed in simulation where two-link robot manipulator shows the robust performances in spite of the existing nonlinear interaction and unknown parametrictings

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