• Title/Summary/Keyword: Target Tracking Controller

Search Result 84, Processing Time 0.03 seconds

Position Control of Linear Synchronous Motor by Dual Learning (이중 학습에 의한 선형동기모터의 위치제어)

  • Park, Jung-Il;Suh, Sung-Ho;Ulugbek, Umirov
    • Journal of the Korean Society for Precision Engineering
    • /
    • v.29 no.1
    • /
    • pp.79-86
    • /
    • 2012
  • This paper proposes PID and RIC (Robust Internal-loop Compensator) based motion controller using dual learning algorithm for position control of linear synchronous motor respectively. Its gains are auto-tuned by using two learning algorithms, reinforcement learning and neural network. The feedback controller gains are tuned by reinforcement learning, and then the feedforward controller gains are tuned by neural network. Experiments prove the validity of dual learning algorithm. The RIC controller has better performance than does the PID-feedforward controller in reducing tracking error and disturbance rejection. Neural network shows its ability to decrease tracking error and to reject disturbance in the stop range of the target position and home.

A Trajectory Tracking Control of Wheeled Mobile Robot Using a Model Reference Adaptive Fuzzy Controller (모델참조 적응 퍼지제어기를 이용한 휠베이스 이동 로봇의 궤적 추적 제어)

  • Kim, Seung-Woo;Seo, Ki-Sung;Cho, Young-Wan
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.15 no.7
    • /
    • pp.711-719
    • /
    • 2009
  • This paper presents a design scheme of torque control for wheeled mobile robot(WMR) to asymptotically track the target reference trajectory. By considering the kinematic model of WMR, trajectory tracking control generates the desired tracking trajectory, which is transformed into the command velocity vector for the real WMR to track the target reference trajectory. The dynamic equation of the state error between the target reference trajectory and the desired tracking trajectory is represented by Takagi-Sugeno fuzzy model, and this model is used as the reference model for the real mobile robot error dynamics to follow. The control parameters are updated by adaptive laws that are designed for the error states of the real WMR to asymptotically follow the states of reference error model for the desired tracking trajectory. The proposed control is applied to a typical wheeled mobile robot and simulation studies are carried out to verify the validity and effectiveness of the control scheme.

A Study on the Characteristic of Control Valve using 2DOF PID Controller with Target Value Filter (목표치 필터형 2자유도 PID 제어기를 이용한 공기식 제어밸브의 제어 특성 연구)

  • Yoo, Kyong-Ryol;Kim, Dong-Hwa
    • Proceedings of the KIEE Conference
    • /
    • 1999.07b
    • /
    • pp.809-811
    • /
    • 1999
  • The three-mode PID controller is widely used in plant because control algorithm is simple and tuning method is general. But the conventional PID controller can not have the both purpose of setpoint tracking and disturbance rejection at the same time. In this paper, we studied the application 2DOF PID controller to pneumatic control valve through simulation and experiments. Results are Presented a satisfactory response

  • PDF

A Study on an Integral State Feedback Controller for Way-point Tracking of an AUV (무인잠수정의 적분 상태 궤환 제어기 설계 및 경유점 추적 연구)

  • Bae, Seol B.;Shin, Dong H.;Park, Sang H.;Joo, Moon G.
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.19 no.8
    • /
    • pp.661-666
    • /
    • 2013
  • A state feedback controller with integration of output error is proposed for way-point tracking of an AUV (Autonomous Underwater Vehicle). For the steering control on the XY plane, the proposed controller uses three state variables (sway velocity, yaw rate, heading angle) and the integral of the steering error, and for the depth control on the XZ plane, it uses four state variables (pitch rate, depth, pitch angle) and the integral of the depth error. From the simulation using Matlab/Simulink, we verify that the performance of the proposed controller is satisfactory within an error range of 1m from the target way-point for arbitrarily chosen sets of consecutive way-points.

Motion Control of Two Welding Mobile Robot with Seam Tracking Sensor

  • Byuong-Oh;Jeon, Yang-Bae;Suh, Jin-Ho;Oh, Myung-Suk;Kim, Sang-bong
    • International Journal of Precision Engineering and Manufacturing
    • /
    • v.4 no.2
    • /
    • pp.30-38
    • /
    • 2003
  • This paper proposed PID controller for torch slider and PD controller for motor right wheel. to control the motion of two-wheeled welding mobile robot with seam tracking sensor touched on welding line. The motion control is realized in the view of keeping constant welding velocity and precise seam tracking even though the target welding line is on straight line or curved line. The position and direction of the body of the mottle robot are controlled by using signal errors between seam tracking sensor and body positioning sensor attached on the end of torch slider and body side of the mobile robot, respectively. In turning motion, the body and the torch slider are controlled by using the kinematic model related with two motions of body turning and torch sliding. The straight locomotion is controlled according to eleven control patterns obtained from displacements between two sensors of the seam tracking sensor and the body positioning sensor. The effectiveness is proven through the experimental results fur lattice type welding line. Through the experimental results, we can see that the position value of the electrode end point and the welding velocity are controlled almost constantly both in straight and turning locomotion.

Stabilization Loop Design Method on Dynamic Platform

  • Kwon, Young-Shin;Kim, Doh-Hyun;Kim, Lee-Han;Hwang, Hong-Yeon
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 2001.10a
    • /
    • pp.156.5-156
    • /
    • 2001
  • Stabilized tracking platform in a missile consisting of a flat planar antenna, pitch/yaw gimbals, gear trains, and current controlled DC drive motors for pitch and yaw gimbal must have a capability to track a target as an inertial sensor in the presence of missile body motion such as maneuvering and vibration. Because of this reason, tracking a target from dynamic platform requires a servo architecture that includes a outer tracking loop(position loop) and inner rate loop that stabilizes the line of sight(LOS). This paper presents a gimbaled platform model including nonlinear phenomena due to viscous and Coulomb friction based on experimental data and torque equilibrium equation, the design concept for the inner tacholoop having P controller structure ...

  • PDF

LMI-based $H_{\infty}$ Controller Design for a Line of Sight Stabilization System

  • Lee, Won-Gu;Keh, Joong-Eup;Kim, In-Soo;Lee, Man-Hyung
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 2000.10a
    • /
    • pp.497-497
    • /
    • 2000
  • This paper is concerned with the design of LMI based H$_{\infty}$ controller for a line of sight(LOS) stabilization system. This system which is even linearized to analyse nonlinear characteristic has also a lot of uncertainties. In addition, the angular velocity disturbance from the vehicle's driving deteriorates the stabilized LOS, main purpose of this system. In case of fast driving, particularly, all components which are ignored and skipped to make mathematical modelling act as the uncertainties against this system. The robustness against these uncertainties has been also continuously demanded including the well tracking performance for the target. Therefore, this paper employed H$_{\infty}$ control theory to satisfy these problems and LMI method to make suitable controller with few constraints for this system. Although this system matrix doesn't have full rank, this method make it possible to design H$_{\infty}$ controller and deal with R and S matrices for reducing its order. Consequently, this paper shows that the re-analyses on the real disturbances are achieved and the proposed robust controller for them has better disturbance attenuation and tracking performance. This paper contributes the applicability of reduced order H$_{\infty}$ controller to real system by handling LMI..

  • PDF

A Study on the Implementation of Sunlight Tracking and Reflexing System Using Fuzzy Pm and 2-Axis Sensor Sun Tracker (퍼지 PID와 2축 센서형 태양 추적 장치를 이용한 태양광 추적 반사 장치 구현에 관한 연구)

  • 안정훈;김종화;김태훈;김대영
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 2000.10a
    • /
    • pp.165-165
    • /
    • 2000
  • The sunlight tracking and reflexing system can be divided into two parts. One is a sunlight tracking system and the other is a sunlight reflexing system. The sunlight tracking system detects an azimuth angie and an elevation angle of the sun using 2-axis sensor sun tracker. The sunlight reflexing system controls a reflection mirror to be reflected a sunlight at the target area after getting the azimuth angle and the elevation angle of the sun from the sunlight tracking system. We applied the fuzzy PID controller to control the reflexing mirror.

  • PDF

Development of High-Speed Real-Time Image Signal Processing Unit for Small Infrared Image Tracking Radar (소형 적외선영상 호밍시스템용 고속 실시간 영상신호처리기 개발)

  • Kim, Hong-Rak;Park, Jin-Ho;Kim, Kyoung-Il;Jeon, Hyo-won;Shin, Jung-Sub
    • The Journal of the Institute of Internet, Broadcasting and Communication
    • /
    • v.21 no.4
    • /
    • pp.43-49
    • /
    • 2021
  • A small infrared image homing system is a tracking system that has an infrared image sensor that identifies a target through the day and night infrared image processing of the target on the ground and searches for and detects the target with respect to the main target. This paper describes the development of a board equipped with a high-speed CPU and FPGA (Field Programmable Gate Array) to identify target through real-time image processing by acquiring target information through infrared image. We propose a CPU-FPGA combining architecture for CPU and FPGA selection and video signal processing, and also describe a controller design using FPGA to control infrared sensor.

Two-Degree-of-Freedom PID controller with Neural network for position control (위치제어를 위한 신경망 2 자유도 PID 제어기)

  • 이정민;하홍곤
    • Proceedings of the Korea Institute of Convergence Signal Processing
    • /
    • 2000.12a
    • /
    • pp.193-196
    • /
    • 2000
  • ln this paper, we consider to apply of 2-DOF (Degree of Freedom) PID controller at D.C servo motor system. Many control system use I-PD, PIB control system. but the position control system have difficulty in controling variable load and changing parameter We propose neural network 2-DOF PID control system having feature for removal disturbrances and tracking function in the target value point.

  • PDF