• 제목/요약/키워드: Angle Estimation Error

검색결과 198건 처리시간 0.024초

NHC/ZUPT의 장착 비정렬 추정 칼만필터 설계 및 성능분석 (Design and Performance Analysis of NHC/ZUPT Kalman Filter with Mounting Misalignment Estimation)

  • 박영범;김갑진;박준표
    • 한국군사과학기술학회지
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    • 제12권5호
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    • pp.636-643
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    • 2009
  • NHC means that the velocity of the vehicle in the plane perpendicular to the forward direction is almost zero. The main error source of NHC is the mounting misalignment which is the difference between the body frame of a land vehicle and the sensor frame of an inertial measurement unit. This paper suggests new NHC algorithm that can reduce position errors by real-time estimation of mounting misalignment. Then NHC/ZUPT integrated land navigation system is designed and its performances are analyzed by simulations with van test data. Simulation results show that the proposed NHC/ZUPT land navigation system improves navigation accuracy regardless of misalignment angle and is very useful when SDINS operates stand-alone for land vehicle navigation with large mounting misalignment.

A New Fuzzy Logic based Modeling and Simulation of a Switched Reluctance Motor

  • Wadnerkar, Vikas S.;Bhaskar, Mithun M.;Das, Tulasi Ram;RajKumar, A.D.
    • Journal of Electrical Engineering and Technology
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    • 제5권2호
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    • pp.276-281
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    • 2010
  • The switched reluctance motor (SRM) is an older member of the electric machines family. Its simple structure, ruggedness and inexpensive manufacturing potential make it extremely attractive for industrial applications. However, these merits are overshadowed by its inherent high torque ripple, acoustic noise and difficulty to control. In this paper, a control strategy of the angle position control for the SRM drive based on fuzzy logic is illustrated. The input control parameter, the output control parameter and fuzzy control with FAM table formulation strategy are described and simulated with control patterns, and the decision form of the fuzzy control is illustrated and simulated, and the scope of implementing in a Fuzzy based ASIC chip is enlightened with literature support.

수동 RFID 환경에서의 공간/시간 정보를 이용한 이동로봇의 효율적 위치 추정 기법 (Efficient Localization of a Mobile Robot Using Spatial and Temporal Information from Passive RFID Environment)

  • 김성복;이상협
    • 융합신호처리학회논문지
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    • 제9권2호
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    • pp.164-172
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    • 2008
  • 본 논문에서는 수동 RFID 환경에서 획득되는 위치 및 시간 정보를 이용하여, 태그가 배치된 노면을 주행하는 이동로봇의 위치를 효과적으로 추정하는 기법을 제안한다. 본 논문에서 제안된 위치 추정 기법은 기존 연구에 비해 위치 추정 오차를 감소시키고 또한 초기 태그 배치 비용을 감소시키는 효과가 있다. 기본적으로 이동로봇이 일련의 직선 구간을 구간별로 일정한 속도로 주행하며, 또한 매 순간 이동로봇에 의해 감지되는 태그의 수는 한 개 이하라고 가정한다. 첫째, 이미 알려진 지점을 출발하여 정속 직선 주행하는 이동로봇의 속도 및 위치를 추정하는 알고리즘을 개발하는데, 이는 최초를 제외한 여타 구간의 경우에 유효하다. 다음, 최초 구간의 경우 출발 위치를 모르는 상태이므로, 이동로봇이 두 개 이상의 태그를 정속 직선 주행하도록 하여 이동로봇의 속도 및 위치를 추정한다. 마지막으로, 제작된 수동 RFID 위치 추정 시스템을 이용한 실험을 통해 본 논문에서 제안된 이동로봇 위치 추정 기법의 유효성 및 성능을 입증한다.

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A STUDY OF TROPOSPHERIC EFFECT ON HIGH PRECISION GPS HEIGHT DETERMINATION

  • Wang, Chuan-Sheng;Liou, Yuei-An
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2007년도 Proceedings of ISRS 2007
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    • pp.382-385
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    • 2007
  • Constantly enhancing positioning accuracy by the Global Positioning System (GPS) technique is of great importance, but challenging, especially after the GPS positioning technique has been improved considerably during the past two decades. The associated main error sources have been reduced substantially, if not eliminated. Troposhpeic influence with its highly temporal and spatial variability appears to be one of the major error sources. It is hence an increased interest among GPS researchers to reduce the tropospheric influence or delay. Two techniques have been commonly implemented to correct the tropospheric impact. The first technique, known as parameter estimation, characterizes the path delay with empirical models and the parameters of interest are determined from the GPS measurements. The second strategy, termed as external correction, involves independent path delay measurements. The present study is an integration of both techniques in which the parameter estimation as well as external correction are used to correct the path delay for $110{\sim}210$ km range baselines. Twenty-four parameters have been obtained in 24 hours solution by setting the cutoff angle at 3 and 15 degrees for parameter estimation strategy. Measurements from meteorological instruments and water vapor radiometer (WVR) are applied in the GPS data processing, separately, as an external strategy of present research work. Interesting results have been found, indicating more stable repeatability in baseline when the external correction strategy is applied especially with the inclusion of WVR observations. The offset of an order of 1 cm is found in the baselines determined by the two strategies. On the other hand, parameter estimation exhibits more stable in terms of GPS height repeatability. The offset in the GPS height determined by the two strategies is on the order of few centimeters.

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바이스태틱 MIMO 레이다 시스템에 적용되는 ML 도래각 추정 알고리즘의 근사 추정치에 대한 Closed-Form 표현 (Closed-Form Expression of Approximate ML DOA Estimates in Bistatic MIMO Radar System)

  • 백지웅;김종만;이준호
    • 한국전자파학회논문지
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    • 제28권11호
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    • pp.886-893
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    • 2017
  • RCS 기술의 발달과 레이다 기술의 발달에 따라 바이스태틱, 멀티스태틱 레이다 시스템이 많이 사용되고 있다. 본 논문은 바이스태틱 MIMO 레이다 시스템의 수신신호 모델링 유도 과정을 보이고, ML 도래각 추정 알고리즘에 바이스태틱 신호를 적용했을 때의 성능 분석을 다룬다. ML 도래각 추정 알고리즘인 경우, 신호원의 개수에 따라 도래각 추정에 요구되는 탐색 차원 또한 증가하게 되어 많은 계산량을 요구한다. 해당 문제점을 해소하기 위해 본 논문은 해당 알고리즘의 추정오차를 closed-form 표현으로 유도함으로써 별도의 도래각 추정 없이 바이스태틱 환경의 수신신호에 대한 ML 알고리즘의 성능분석이 가능함을 보인다.

A Model-based 3-D Pose Estimation Method from Line Correspondences of Polyhedral Objects

  • Kang, Dong-Joong;Ha, Jong-Eun
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2003년도 ICCAS
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    • pp.762-766
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    • 2003
  • In this paper, we present a new approach to solve the problem of estimating the camera 3-D location and orientation from a matched set of 3-D model and 2-D image features. An iterative least-square method is used to solve both rotation and translation simultaneously. Because conventional methods that solved for rotation first and then translation do not provide good solutions, we derive an error equation using roll-pitch-yaw angle to present the rotation matrix. To minimize the error equation, Levenberg-Marquardt algorithm is introduced with uniform sampling strategy of rotation space to avoid stuck in local minimum. Experimental results using real images are presented.

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선회로 인한 오리피스 유량계의 계량오차 예측을 위한 삼차원 유동해석 (Three-Dimensional Flow Analysis for Estimation of Measuring Error oi Orifice Flowmeter due to Swirling Flow)

  • 김홍민;김광용;허재영;하영철
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2002년도 학술대회지
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    • pp.79-82
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    • 2002
  • Three-dimensional pipe flows with elbows and tees for few different pipe fittings are calculated to estimate the effect of swirling flow on measuring accuracy of orifice flow meter. It is evaluated how the pressure difference across the orifice is dependent on the length of upstream straight pipe in a branch and how swirl intensity, swirl angel and axial velocity distribution affect the measuring error of orifice flowmeter. From the results, it is found that, regardless of flow rate specified in this calculation, the effect of the straight pipe length can be neglected for the lengths larger than thirty diameters although there still remain significant swirl at the orifice

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Adaptive Mesh Refinement Using Viscous Adjoint Method for Single- and Multi-Element Airfoil Analysis

  • Yamahara, Toru;Nakahashi, Kazuhiro;Kim, Hyoungjin
    • International Journal of Aeronautical and Space Sciences
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    • 제18권4호
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    • pp.601-613
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    • 2017
  • An adjoint-based error estimation and mesh adaptation study is conducted for two-dimensional viscous flows on unstructured hybrid meshes. The error in an integral output functional of interest is estimated by a dot product of the residual vector and adjoint variable vector. Regions for the mesh to be adapted are selected based on the amount of local error at each nodal point. Triangular cells in the adaptive regions are refined by regular refinement, and quadrangular cells near viscous walls are bisected accordingly. The present procedure is applied to single-element airfoils such as the RAE2822 at a transonic regime and a diamond-shaped airfoil at a supersonic regime. Then the 30P30N multi-element airfoil at a low subsonic regime with a high incidence angle (${\alpha}=21deg.$) is analyzed. The same level of prediction accuracy for lift and drag is achieved with much less mesh points than the uniform mesh refinement approach. The detailed procedure of the adjoint-based mesh refinement for the multi-element airfoil case show that the basic flow features around the airfoil should be resolved so that the adjoint method can accurately estimate an output error.

신경회로망을 이용한 이산 비선형 재형상 비행제어시스템 (Nonlinear Discrete-Time Reconfigurable Flight Control Systems Using Neural Networks)

  • 신동호;김유단
    • 제어로봇시스템학회논문지
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    • 제10권2호
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    • pp.112-124
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    • 2004
  • A neural network based adaptive reconfigurable flight controller is presented for a class of discrete-time nonlinear flight systems in the presence of variations of aerodynamic coefficients and control effectiveness decrease caused by control surface damage. The proposed adaptive nonlinear controller is developed making use of the backstepping technique for the angle of attack, sideslip angle, and bank angle command following without two time separation assumption. Feedforward multilayer neural networks are implemented to guarantee reconfigurability for control surface damage as well as robustness to the aerodynamic uncertainties. The main feature of the proposed controller is that the adaptive controller is developed under the assumption that all of the nonlinear functions of the discrete-time flight system are not known accurately, whereas most previous works on flight system applications even in continuous time assume that only the nonlinear functions of fast dynamics are unknown. Neural networks learn through the recursive weight update rules that are derived from the discrete-time version of Lyapunov control theory. The boundness of the error states and neural networks weight estimation errors is also investigated by the discrete-time Lyapunov derivatives analysis. To show the effectiveness of the proposed control law, the approach is i]lustrated by applying to the nonlinear dynamic model of the high performance aircraft.

Development of a Prototype of Guidance System for Rice-transplanter

  • Zhang, Fang-Ming;Shin, Beom-Soo;Feng, Xi-Ming;Li, Yuan;Shou, Ru-Jiang
    • Journal of Biosystems Engineering
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    • 제38권4호
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    • pp.255-263
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    • 2013
  • Purpose: It is not easy to drive a rice-transplanter avoiding underlapped or overlapped transplanting in paddy fields. An automated guidance system for the riding-type rice-transplanter would be necessary to operate the rice-transplanter autonomously or to assist the beginning drivers as a driving aid. Methods: A prototype of guidance system was composed of embedded computers, RTK-GPS, and a power-steering mechanism. Two Kalman filters were adopted to overcome sparse positioning data (1 Hz) from the RTK-GPS. A global Kalman filter estimated the posture of rice-transplanter every one second, and a local Kalman filter calculated the posture from every new estimation of the global Kalman filter with an interval of 200 ms. A PID controller was applied to the row-following mode control. A control method of U-turning mode was developed as well. A stepping motor with a reduction gear set was used to rotate the shaft of steering wheel. Results: Test trials for U-turning and row-following modes were done in a paddy field after some parameters have been tuned at the ground speed range of 0.3 ~ 1.2 m/s. The minimum RMS error of offset was 3.13 cm at the ground speed of 0.3 m/s while the maximum RMS error was 13.01 cm at 1.2 m/s. The offset RMS error tended to increase as the ground speed increased. The target point distance, LT also affected the system performance and PID controller parameters should be adjusted on different ground speeds. Conclusions: A target angle-based PID controller plus stationary steering angle controller made it possible for the rice-transplanter to steer autonomously by following a reference line accurately and even on U-turning mode. However, as condition in paddy fields is very complicated, the system should control the ground speed that prevents it from deviating too much due to ditch and slope.