• 제목/요약/키워드: Trajectory tracking controller

검색결과 311건 처리시간 0.023초

유전자 알고리즘을 이용한 이동로봇의 지능제어 (Intelligent Controller of Mobile Robot Using Genetic Algorithm)

  • 정동연;김홍래;한성현
    • 한국공작기계학회:학술대회논문집
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    • 한국공작기계학회 2004년도 추계학술대회 논문집
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    • pp.181-186
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    • 2004
  • This paper proposed trajectory tracking control of Mobile Robot. Trajectory tracking control scheme are Real coding Genetic-Algorithm and Back-propergation Algorithm. Control scheme ability experience proposed simulation.

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Design of a Sliding Mode Control-Based Trajectory Tracking Controller for Marine Vehicles

  • Xu, Zhi-Zun;Kim, Heon-Hui;Park, Gyei-Kark;Nam, Taek-Kun
    • 한국항해항만학회지
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    • 제42권2호
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    • pp.87-96
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    • 2018
  • A trajectory control system plays an important role in controlling motions of marine vehicle when a series of way points or a path is given. In this paper, a sliding mode control (SMC)-based trajectory tracking controller for marine vehicles is presented. A small-sized unmanned ship is considered as a control object. Both speed and heading angle of a ship should be controlled for tracking control. The common point of related researches was to separate ship's speed and heading angle in control methods. In this research, a new control law from a general sliding mode theory that can be applied to MIMO (multi input multi output) system is derived and both speed and heading angle of a ship can be controlled simultaneously. The propulsion force and rudder force are also applied in modeling stage to achieve accurate simulation. Disturbance induced by wind is also tackled in the dynamics considering robustness of the proposed control scheme. In the simulation, we employed a way-point method to generate ship's trajectory and applied the proposed control scheme to ship's trajectory tracking control. Our results confirmed that the tracking error was converged to zero, thus demonstrating the effectiveness of the proposed method.

Model-based Reference Trajectory Generation for Tip-based Learning Controller

  • Rhim Sungsoo;Lee Soon-Geul;Lim Tae Gyoon
    • Journal of Mechanical Science and Technology
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    • 제19권spc1호
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    • pp.357-363
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    • 2005
  • The non-minimum phase characteristic of a flexible manipulator makes tracking control of its tip difficult. The level of the tip tracking performance of a flexible manipulator is significantly affected by the characteristics of the tip reference trajectory as well as the characteristics of the flexible manipulator system. This paper addresses the question of how to best specify a reference trajectory for the tip of a flexible manipulator to follow in order to achieve the objectives of reducing : tip tracking error, residual tip vibration, and the required actuation effort at the manipulator joint. A novel method of tip-based learning controller for the flexible manipulator system is proposed in the paper, where a model of the flexible manipulator system with a command shaping filter is used to generate a smooth and realizable tip reference trajectory for a tip-based learning controller.

공기압 실린더를 이용한 힘과 위치 동시 궤적 추적 제어 (Position and Force Simultaneous Trajectory Tracking Control with a Pneumatic Cylinder Driving System)

  • 조민수;장지성
    • 동력기계공학회지
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    • 제7권3호
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    • pp.40-47
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    • 2003
  • In this study, position and force simultaneous trajectory tracking control apparatus with pneumatic cylinder driving system is proposed. The pneumatic cylinder driving system that consists of two pneumatic cylinders constrained in series and two proportional flow control valves offers a considerable advantage as to non-interaction of the actuators because of the low stiffness of the pneumatic actuators. The controller applied to the driving system is composed of a non-interaction controller to compensate for interaction of two cylinders and a disturbance observer to reduce the effect of model discrepancy of the driving system in the low frequency range that cannot be suppressed by the non-interaction controller. The experimental results with the proposed control apparatus show that the interacting effects of two cylinders are eliminated remarkably and the proposed control apparatus tracks the given position and force trajectory accurately.

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로봇 매니퓰레이터의 궤적 추종을 위한 강인한 적응제어기의 설계 및 구현 (Design of a Robust Adaptive Controller and Its Implementation on Robot Manipulators for Trajectory Tracking)

  • 길진수;한상완;조원영;홍석교
    • 제어로봇시스템학회논문지
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    • 제4권4호
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    • pp.479-486
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    • 1998
  • In this paper, the design and the implementation of a robust adaptive controller for trajectory tracking of robot manipulator is presented. The proposed control scheme ensures that tracking errors are converged to some boundaries in the presence of a state-dependent input disturbances as well as the ideal case without any prior knowledge of the robot manipulator parameters. The 3 DOF robot manipulator including actuator dynamics is used for the implementation of the proposed control scheme. The experimental results show that the proposed control scheme is valid for trajectory tracking of the robot manipulator.

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입.출력 선형화 기법을 이용한 공기압 실린더의 궤적추적 제어 (Trajectory Tracking Control of A Pneumatic Cylinder Using An Input-Output Linearization Method)

  • 장지성
    • 동력기계공학회지
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    • 제6권3호
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    • pp.49-56
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    • 2002
  • This study suggests a trajectory tracking controller composed of an input output linearization compensator and a linear controller. The input output linearization compensator is derived from the nonlinear equations of a pneumatic control system and it algebraically transforms a nonlinear system dynamics into a linear one, so that input output characteristics of the control system is linearized regardless of the variation of the operating point and linear control techniques can be applied. The results of nonlinear simulations show that the proposed controller tracks the given trajectories more accurately than a state feedback controller does.

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토크 한계를 갖는 불확실한 로봇 매니퓰레이터의 퍼지 논리를 이용한 강인 제어기의 설계 (Design of a Robust Controller for Uncertain Robot Manipulators with Torque Saturation using a Fuzzy Algorithm)

  • 최형식;박재형
    • 한국정밀공학회지
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    • 제17권1호
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    • pp.138-144
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    • 2000
  • Robot manipulators, which are nonlinear structures and have uncertain system parameters, have complex in dynamics when are operated in unknown environment. To compensate for estimate errors of the uncertain system parameters and to accomplish the desired trajectory tracking, nonlinear robust controllers are appropriate. However, when estimation errors or tracking errors are large, they require large input torques, which may not be satisfied due to torque limits of actuators. As a result, their stability can not be guaranteed. In this paper, a new robust control scheme is presented to solve stability problem and to achieve fast trajectory tracking in the presence of torque limits. By using fuzzy logic, new desired trajectories which can be reduced are generated based on the initial desired trajectory, and torques of the robust controller are regulated to not exceed torque limits. Numerical examples are shown to validate the proposed controller using an uncertain two degree-of-freedom underwater robot manipulator.

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외란관측기를 이용한 유압굴삭기 붐.아암 시스템의 궤적추적제어 (Trajectory Tracking Control of a Boom.Arm System of Hydraulic Excavator Using Disturbance Observer)

  • 조승호;안건형
    • 유공압시스템학회논문집
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    • 제1권1호
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    • pp.23-30
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    • 2004
  • This paper deals with the issue of trajectory tracking control of a hydraulic excavator using disturbance observer in order to compensate external disturbances occuring from coupling between attachment, asymmetry of a single rod cylinder, and deadzone of main control valve. Disturbance compensation control system with disturbance observer has been constructed for the boom and arm respectively. Simulation results were compared with experimental results to validate the computer simulation system of hydraulic excavator itself. Computer simulation shows that disturbance compensation control is effective for compensating system nonlinearity and thus improves positioning accuracy and trajectory tracking performance. Steady state error has been decreased by adding PI controller to this control scheme.

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ANFIS 기반 경로추종 운동제어에 의한 모형차량의 자동주차 (Autonomous Parking of a Model Car with Trajectory Tracking Motion Control using ANFIS)

  • 장효환;김창환
    • 한국정밀공학회지
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    • 제26권12호
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    • pp.69-77
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    • 2009
  • In this study an ANFIS-based trajectory tracking motion control algorithm is proposed for autonomous garage and parallel parking of a model car. The ANFIS controller is trained off-line using data set which obtained by Mandani fuzzy inference system and thereby the processing time decreases almost in half. The controller with a steering delay compensator is tuned through simulations performed under MATLAB/Simulink environment. Experiments are carried out with the model car for garage and parallel parking. The experimental results show that the trajectory tracking performance is satisfactory under various initial and road conditions

동특성을 고려한 이동로봇의 궤적제어 (Path Tracking Control for Mobile Robot Considering Its Dynamics)

  • 고경석;이민중;최영규
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2001년도 하계학술대회 논문집 D
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    • pp.2473-2475
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    • 2001
  • In trajectory tracking methods, the error values of current position and velocity are compensated to follow the given reference path and velocity. The path tracking for a wheeled mobile robot is treated in this paper. It is very difficult to implement stable trajectory tracking algorithms because mobile robots have kinematically non-holonomic constraints. For solving this problem, a velocity controller is presented in this paper. This velocity controller is designed by a PID controller which could be easily employed. In this case, velocity errors caused by system uncertainties or internal and external disturbances could exist. A neural network is used for compensating the velocity errors. Input variables of this neural network compensator are defined by differences between the velocities of the posture controller and the real velocities of the mobile robot. Simulation results show the effectiveness of the proposed controller.

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