• 제목/요약/키워드: Path tracking error

검색결과 105건 처리시간 0.027초

뉴로퍼지방식 광유도식 무인반송차의 경로추종 제어 (A Path-Tracking Control of Optically Guided AGV Using Neurofuzzy Approach)

  • 임일선;허욱열
    • 제어로봇시스템학회논문지
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    • 제7권9호
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    • pp.723-732
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    • 2001
  • 경로 추적의 성능을 향상시키기 위해서 이 논문에서는 광유도식 무인방송차(AGV)의 뉴로퍼지 컨트롤러를 제안한다. 2바퀴 각각 조향 기능이 있는 AGV의 전방과 후방에 센서들이 장작되어 있으며, 그 센서들의 정보를 이용하여 AGV의 경로를 유도하게 된다. 측정된 광센서가 연속적인 데이터가 아니기 때문에 광유도식 AGV 는 쉽게 경로를 이탈하게 되고 경로 추적 성능은 떨어지게 된다. 광센서의정보들은 on/off 신호에 의해 발생되므로 비연속적으로 얻어지게 되고, 동적 오착가 측정되어진다. 센서에 의해 정보를 얻은 후 동적 오차는 좌우측 바퀴의 각 속도를 이용한 데드 레코닝(Dead Reckoning) 방법에 의해 연속적으로 계산되어진다. 여기서, 추정 윤곽 오차는 측정 윤관오차를 윤곽오차의증북(Variation)의 합의로 정의된다. 뉴로퍼지 시스템은 퍼지 제어기와 신경회로망으로 이루어졌다. 추정 윤곽 오차를 줄이기 위해 역전파 (Back-Propagation) 학습에 의해 퍼지 맴버쉽 함수의 계수들은 적응적으로 조정된다. 제안된 기존의 퍼지 제어기와 비교분석된다. 성능 분석을 위해 제안된 제어 이론은 모의 실험에 의해 검증된다.

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이족보행로봇의 궤적 추종 오차 감소를 위한 걸음새 분석 (Walking Pattern Analysis for Reducing Trajectory Tracking Error in a Biped Robot)

  • 노경곤;공정식;김진걸
    • 제어로봇시스템학회논문지
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    • 제8권10호
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    • pp.890-897
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    • 2002
  • This paper deals with the reduction of trajectory tracking error by changing the initial postures of a biped robot. Gait of a biped robot depends on the constraints of mechanical kinematics and the initial states including the posture. Also the dynamic walking stability in a biped robot system is analyzed by zero moment point(ZMP) among the stabilization indices. Path trajectory, in which knee joint is bent forward like human's cases, is applied to most cases considered with above conditions. A new initial posture, which is similar to bird's gait, is proposed to decrease trajectory tracking error and it is verified through real experimental results.

Adaptive Tracking Control of Two-Wheeled Welding Mobile Robot with Smooth Curved Welding Path

  • Bui, Trong-Hieu;Chung, Tan-Lam;Kim, Sang-Bong;Nguyen, Tan-Tien
    • Journal of Mechanical Science and Technology
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    • 제17권11호
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    • pp.1682-1692
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    • 2003
  • This paper proposes an adaptive controller for partially known system and applies to a two-wheeled Welding Mobile Robot (WMR) to track a reference welding path at a constant velocity of the welding point. To design the tracking controller, the errors from WMR to steel wall is defined, and the controller is designed to drive the errors to zero as fast as desired. Additionally, a scheme of error measurement is implemented on the WMR to meet the need of the controller. In this paper, the system moments of inertia are considered to be partially unknown parameters which are estimated using update laws in adaptive control scheme. The simulations and experiments on a welding mobile robot show the effectiveness of the proposed controller.

4-구륜 2-자유도 이동 로보트의 기구학 모델과 가우스함수를 이용한 경로설계 및 추적 알고리즘 (Kinematic model, path planning and tracking algorithms of 4-wheeled mobile robot 2-degree of freedom using gaussian function)

  • 김기열;정용국;박종국
    • 전자공학회논문지S
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    • 제34S권12호
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    • pp.19-29
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    • 1997
  • This paper presents stable kinematic modeling and path planning and path tracking algorithms for the poisition control of 4-wheeled 2-d.o.f(degree of freedom) mobile robot. We drived the actuated inverse and sensed forward solution for the calculation of actuator velocity and robot velocities. the deal-reckoning algorithm is introduced to calculate the position of WMR in real time. The gaussian functions are applied to control and to design the smooth orientation angle of WMR and the path planning algorithm for obstacle avoidance is prosed. We composed feedback control system to compensate for error because of uncertainty kinematic modeling and measurement noise. The simulation resutls show that the proposed kinematkc modeling and path planning and feedback control algorithms are useful.

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GPS와 비전시스템을 이용한 무인 골프카의 자율주행 (Autonomous Traveling of Unmanned Golf-Car using GPS and Vision system)

  • 정병묵;여인주;조지승
    • 한국정밀공학회지
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    • 제26권6호
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    • pp.74-80
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    • 2009
  • Path tracking of unmanned vehicle is a basis of autonomous driving and navigation. For the path tracking, it is very important to find the exact position of a vehicle. GPS is used to get the position of vehicle and a direction sensor and a velocity sensor is used to compensate the position error of GPS. To detect path lines in a road image, the bird's eye view transform is employed, which makes it easy to design a lateral control algorithm simply than from the perspective view of image. Because the driving speed of vehicle should be decreased at a curved lane and crossroads, so we suggest the speed control algorithm used GPS and image data. The control algorithm is simulated and experimented from the basis of expert driver's knowledge data. In the experiments, the results show that bird's eye view transform are good for the steering control and a speed control algorithm also shows a stability in real driving.

자율주행 경로 추종 성능 개선을 위한 차량 조향 시스템 특성 분석 (Vehicle Steering System Analysis for Enhanced Path Tracking of Autonomous Vehicles)

  • 김창희;이동필;이경수
    • 자동차안전학회지
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    • 제12권2호
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    • pp.27-32
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    • 2020
  • This paper presents steering system requirements to ensure the stabilized lateral control of autonomous driving vehicles. The two main objectives of a lateral controller in autonomous vehicles are maintenance of vehicle stability and tracking of the desired path. Even if the desired steering angle is immediately determined by the upper level controller, the overall controller performance is greatly influenced by the specification of steering system actuators. Since one of the major inescapable traits that affects controller performance is the time delay of the steering actuator, our work is mainly focused on finding adequate parameters of high level control algorithm to compensate these response characteristics and guarantee vehicle stability. Actual vehicle steering angle response was obtained with Electric Power Steering (EPS) actuator test subject to various longitudinal velocity. Steering input and output response analysis was performed via MATLAB system identification toolbox. The use of system identification is advantageous since the transfer function of the system is conveniently obtained compared with methods that require actual mathematical modeling of the system. Simulation results of full vehicle model suggest that the obtained tuning parameter yields reduced oscillation and lateral error compared with other cases, thus enhancing path tracking performance.

VCM을 이용한 비원형 형상 가공의 궤적 오차 시뮬레이션 (Simulation of tracking errors for non-circular cutting using voice coil motor)

  • 황진동;곽용길;김선호;안중환
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2006년도 춘계학술대회 논문집
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    • pp.57-58
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    • 2006
  • A Simulation model is developed to minimize the path tracking errors when the non-circular cutting is done by a VCM(voice coil motor) driven tool. The relationship between PWM(Pulse Width Modulation) duty ratio and velocity of voice coil motor is theoretically derived from combining the circuit equation for the coils and the motion equation for the magnetic rod of the voice coil motor. The path tracking errors are showed differently according to the rotational speed, the number of segments and the control period in digital control. Given a required accuracy in the non-circular cutting, the optimal values for those parameters are determined based on the developed simulation model.

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관성항법시스템을 이용한 구륜 이동 로보트의 위치제어에 관한 연구 (A study on position control of wheeled mobile robot using the inertial navigation system)

  • 박붕렬;김기열;김원규;박종국
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1996년도 한국자동제어학술회의논문집(국내학술편); 포항공과대학교, 포항; 24-26 Oct. 1996
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    • pp.1144-1148
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    • 1996
  • This paper presents WMR modelling and path tracking algorithm using Inertial Navigation System. The error models of gyroscope and accelerometers in INS are derived by Gauss-Newton method which is nonlinear regression model. Then, to test availability of error model, we pursue the fitness diagnosis about probability characteristic for real data and estimated data. Performance of inertial sensor with error model and Kalman filter is pursued by comparing with one without them. The computer simulation shows that position error remarkably decrease when error compensation is applied.

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통신지연을 갖는 CNC 서보 시스템에 대한 모서리 윤곽정확도 향상 (Improvement of Corner Contouring Accuracy of CNC Servo Systems with Communication Delay)

  • 임종협;지성철
    • 한국정밀공학회지
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    • 제28권2호
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    • pp.168-175
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    • 2011
  • Contouring accuracy of CNC machine tools is very important for high-speed and high-precision machining. In particular, large contour error may occur during corner tracking. In order to reduce the corner contouring error, acceleration and deceleration control or tool-path planning methods have been suggested. However, they do not directly control the corner contouring error. In the meantime, network servo systems are widely used because of their easiness of building and cost effectiveness. Communication latency between the master controller and servo drives, however, may deteriorate contouring accuracy especially during corner tracking. This paper proposes a control strategy that can accurately calculate and directly control the corner contouring error. A prediction control is combined with the above control to cope with communication latency. The proposed control method is evaluated through computer simulation and experiments. The results show its validity and usefulness.

저비용 고효율 추적 평판 안테나 시스템 구현에 대한 연구 (The Study on Implementation of the low-cost, high-efficiency Flat Panel Tracking Antenna System)

  • 최준수;허창우
    • 한국정보통신학회논문지
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    • 제17권9호
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    • pp.2139-2144
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    • 2013
  • 본 논문에서는 평판안테나를 사용한 저비용, 고효율 추적안테나에 구현에 대한 가능성을 분석하였다. 추적안테나는 4개의 평판안테나, 비교기, 추적수신기, 제어기로 구성된다. 안테나 배열에 따른 입사되는 전파의 세기 및 위상을 분석하였다. 또한 추적수신기에서 출력되는 신호를 분석하여, 추적가능 범위를 제시하였다. 추적수신기는 고각과 방위각 2개의 수신 경로를 설계하여 2개의 경로에서 발생하는 오차를 최소화하였다. 분석결과 -3도~+3도의 추적범위를 가지며, 구현이 가능하다.