• Title/Summary/Keyword: state trajectory

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Trajectory Regeneration Considering Velocity of Dynamic Obstacles Using the Nonlinear Velocity Obstacles (동적 장애물의 속도를 고려한 이동로봇의 궤적 재생성 기법)

  • Moon, Chang-Bae;Chung, Woojin
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.38 no.11
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    • pp.1193-1199
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    • 2014
  • To achieve safe and high-speed navigation of a mobile service robot, velocity of dynamic obstacles should be considered while planning the trajectory of a mobile robot. Trajectory planning schemes without considering the velocity of the dynamic obstacles may collide due to the relative velocities or dynamic constraints. However, the general planning schemes that considers the dynamic obstacle velocities requires long computational times. This paper proposes a velocity control scheme by scaling the time step of trajectory to deal with dynamic obstacle avoidance problem using the RNLVO (Robot Nonlinear Velocity Obstacles). The RNLVO computes the collision conditions on the basis of the NLVO (Nonlinear Velocity Obstacles). The simulation results show that the proposed scheme can deal with collision state in a short period time. Furthermore, the RNLVO computes the collisions using the trajectory of the robot. As a result, accurate prediction of the moving obstacles trajectory does not required.

Reference model generation for tracking and ending in steady final state

  • Ahn, Ki-Tak;Chung, Wan-Kyun;Youm, Young-Ii
    • 제어로봇시스템학회:학술대회논문집
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    • 2003.10a
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    • pp.101-106
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    • 2003
  • In the area of tracking control, it is important to design not only the controllers but also the trajectories to which a system has to follow. $5^{th}$ order polynomial is often used with constraints of initial and final states. Smooth ending with possible minimum time is important for many systems because of vibration or jerky motions. Examples are increased with development of technology in smaller, more accurate systems. On the base of a polynomial like trajectory generation method from a paper in ACC2002 and RIC(Robust Internal-loop Compensator) control scheme of Robotics and Bio-mechanics lab. of POSTECH, generalized and expanded polynomial like trajectory generation method is showed.

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

  • 한성현
    • Transactions of the Korean Society of Machine Tool Engineers
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    • v.13 no.3
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    • pp.126-132
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    • 2004
  • This paper proposed trajectory tracking control based on genetic algorithm. Trajectory tracking control scheme are real coding genetic algorithm(RCGA) and back-propagation algorithm(BPA). Control scheme ability experience proposed simulation. Stable tracking control problem of mobile robots have been studied in recent years. These studies have guaranteed stability of controller, but the performance of transient state has not been guaranteed. In some situations, constant gain controller shows overshoots and oscillations. So we introduce better control scheme using real coding genetic algorithm and neural network. Using RCGA, we can find proper gains in several situations and these gains are generalized by neural network. The generalization power of neural network will give proper gain in untrained situation. Performance of proposed controller will verity numerical simulations and the results show better performance than constant gain controller.

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

  • Jang, J.S.
    • Journal of Power System Engineering
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    • v.6 no.3
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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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Trajectory control of a manipulator by the decoupling sliding mode method (비 간섭 슬라이딩 모드 기법을 이용한 로봇 매니퓰레이터의 궤도제어)

  • Nam Taek-Kun
    • Journal of Advanced Marine Engineering and Technology
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    • v.29 no.8
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    • pp.842-848
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    • 2005
  • The decoupling control using state feedback was once intensively studied during 1960's by many researchers. However, this control scheme was sensitive to the disturbance and Parameter variations. SMC(sliding mode control) is known as a robust control methodology to overcome such a disturbance. In this paper. the decoupling control by means of SM(sliding mode) for a trajectory control of a two-degrees-of- freedom manipulator was discussed. The position and velocity of manipulator tip were adopted to compose a nonlinear error functions. The reference inputs of the controller can be decided by switching function combined with the desired position and velocity. Simulation result is provided to verify the effectiveness of the proposed control scheme.

Rotorcraft Waypoint Guidance Design Using SDRE Controller

  • Yang, Chang-Deok;Kim, Chang-Joo;Yang, Soo-Seok
    • International Journal of Aeronautical and Space Sciences
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    • v.10 no.2
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    • pp.12-22
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    • 2009
  • This paper deals with the State-Dependent Riccati Equation (SDRE) Technique for the design of rotorcraft waypoint guidance. To generate the flight trajectory through multiple waypoints, we use the trigonometric spline. The controller design and its validation is based upon a level 2 simulation rotorcraft model and the designed SDRE controller is applied to the trajectory tracking problems. To verify the designed guidance law, the simulation environment of high fidelity rotorcraft model is developed using three independent PCs. This paper focuses on the validation of rotorcraft waypoint guidance law which is designed by using SDRE Controller.

An inverse dynamic trajectory planning for the end-point tracking control of a flexible manipulator

  • Kwon, Dong-Soo;Babcock, Scott-M.;Book, Wayne-J.
    • 제어로봇시스템학회:학술대회논문집
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    • 1992.10b
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    • pp.599-606
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    • 1992
  • A manipulator system that needs significantly large workspace volume and high payload capacity has greater link flexibility than typical industrial robots and teleoperators. If link flexibility is significant, position control of the manipulator's end-effector exhibits the nonminimum phase, noncollocated, and flexible structure system control problems. This paper addresses inverse dynamic trajectory planning issues of a flexible manipulator. The inverse dynamic equation of a flexible manipulator was solved in the time domain. By dividing the inverse system equation into the causal part and the anticausal part, the inverse dynamic method calculates the feedforward torque and the trajectories of all state variables that do not excite structural vibrations for a given end-point trajectory. Through simulation and experiment with a single-Unk flexible manipulator, the effectiveness of the inverse dynamic method has been demonstrated.

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

  • 길진수;한상완;조원영;홍석교
    • Journal of Institute of Control, Robotics and Systems
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    • v.4 no.4
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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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A Study on the Trajectory Optimization Planning of Biped Walking Machine (이족 보행 로봇의 궤적의 최적화 계획에 관한 연구)

  • 김창부;조현석
    • Journal of the Korean Society for Precision Engineering
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    • v.15 no.3
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    • pp.157-167
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    • 1998
  • In this paper it is purpose that reduces joint torques and their rate of change through optimizing trajectory planning of biped walking machine. The motion of biped walking machine is divided into leg motion for walking and body motion for keeping balance. The leg motion is planned by three phases, that are deploy, swing, and place phases, in terms of the state of foot against floor. The distribution of time assigned to each phase is optimized and that causes leg joint torques and their rate of change to minimize. The body notion is produced by using optimal control theory which minimizes body joint torques and satisfies Z.M.P. constraints defined as region of each phase.

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A Study on the Learning Method for Induction Motor Trajectory using a Neuro-Fuzzy Networks (뉴로-퍼지 네트워크에 의한 유도전동기 궤적의 학습에 관한 연구)

  • Yang, Seung-Ho;Kim, Sei-Chan;Kim, Duk-Hun;Yoo, Dong-Wook;Won, Chung-Yuen
    • Proceedings of the KIEE Conference
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    • 1994.07a
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    • pp.331-333
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    • 1994
  • A learning method for induction motor trajectory using neuro-fuzzy networks (NFN) based on fusion of fuzzy logic theory and neural networks is proposed. The premise and consequent parameters of the NFN affecting the controllers performances are modified during the learning stages by the proposed learning method to implement an optimal controller only with pre-determined target trajectory and the least amount of knowledge about an induction motor. The induction motor position control system is simulated to verify the effectiveness of the learned NF controller(NFC). The simulation results shows that the proposed learning method has good dynamic performance and small steady state error.

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