• 제목/요약/키워드: trajectory-planning

검색결과 315건 처리시간 0.036초

분산제어명령 기반의 비용함수 최소화를 이용한 장애물회피와 주행기법 (Obstacle Avoidance and Planning using Optimization of Cost Fuction based Distributed Control Command)

  • 배동석;진태석
    • 한국산업융합학회 논문집
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    • 제21권3호
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    • pp.125-131
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    • 2018
  • In this paper, we propose a homogeneous multisensor-based navigation algorithm for a mobile robot, which is intelligently searching the goal location in unknown dynamic environments with moving obstacles using multi-ultrasonic sensor. Instead of using "sensor fusion" method which generates the trajectory of a robot based upon the environment model and sensory data, "command fusion" method by fuzzy inference is used to govern the robot motions. The major factors for robot navigation are represented as a cost function. Using the data of the robot states and the environment, the weight value of each factor using fuzzy inference is determined for an optimal trajectory in dynamic environments. For the evaluation of the proposed algorithm, we performed simulations in PC as well as real experiments with mobile robot, AmigoBot. The results show that the proposed algorithm is apt to identify obstacles in unknown environments to guide the robot to the goal location safely.

매니퓰레이터의 동력학적 제한조건이 가변구조 제어 파라메타 선정에 미치는 영향 분석 (Effect Analysis On Selection of VSC Parameters by Manipulator Dynamic Constraints)

  • 이홍규;이강웅;최계근
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1988년도 추계학술대회 논문집 학회본부
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    • pp.45-48
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    • 1988
  • This paper reveals the relation hereon the robot system dynamic constraints and the VSC parameters, and analyzes the effect on the trajectory of the joint angle and the hand when the result of the relation analysis is applied to the robot system control. The result of the analysis in this paper is applied effectively to the path tracking control and the trajectory planning using the VSC method.

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Real-time collision-free path planning for robot manipulator

  • Hamada, Koichi;Hori, Yoichi
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1994년도 Proceedings of the Korea Automatic Control Conference, 9th (KACC) ; Taejeon, Korea; 17-20 Oct. 1994
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    • pp.328-333
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    • 1994
  • This paper presents a real-time calculation method to generate the trajectory of robot manipulator for the purpose of avoiding collision. In order to model 3-D workspace, we use octree which has been used for fast collision detection. The levels of octree are used as the cost function to represent the distance between the manipulator and the obstacles. This criterion is not exact, but, due to this, we can obtain the approximate feasible trajectory extremely quickly. We will show the effectiveness of our method with some simulation examples. For example, the proposed method can solve a problem within 1 second on Intel 80486 processor running at 33 MHz. It has taken more than half an hour with one of the previously proposed methods.

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오프라인 교시작업을 위한 통합 로봇제어시스템의 구현 (Integrated robot control system for off-line teaching)

  • 안철기;이민철;이장명;김성권
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1996년도 한국자동제어학술회의논문집(국내학술편); 포항공과대학교, 포항; 24-26 Oct. 1996
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    • pp.503-506
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    • 1996
  • An integrated Robot control system for SCARA robot is developed. The system consists of an off-line programming(OLP), software and a robot controller using four digital signal processor(TMS32OC50). The OLP has functions of teaching task, dynamic simulator, three dimensional animation, and trajectory planning. To develop robust dynamic control algorithm, a new sliding mode control algorithm for the robot is proposed. The trajectory tracking performance of these algorithm is evaluated by implementing to SCARA robot(SM5 type) using DSP controller which has conventional PI-FF control algorithm. To make SCARA robot operate according to off-line teaching, an interface between OLP and robot controller in the integrated system is designed. To demonstrate performance of the integrated system, the proposed control algorithm is applied to the system.

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An Obstacle Avoidance Trajectory Planning for a Quadruped Walking Robot Using Vision and PSD sensor

  • Kong, Jung-Shik;Lee, Bo-Hee;Kim, Jin-Geol
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2002년도 ICCAS
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    • pp.105.1-105
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    • 2002
  • $\textbullet$ This paper deals with obstacle avoidance of a quadruped robot with a vision system and a PSD sensor. $\textbullet$ The vision system needs for obstacle recognition toward robot. $\textbullet$ Ths PSD sensor is also important element for obstacle recognition. $\textbullet$ We propose algorithm that recognizes obstacles with one vision and PSD sensor. $\textbullet$ We also propose obstacle avoidance algorithm with map from obstacle recognition algorithm. $\textbullet$ Using these algorithm, Quadruped robot can generate gait trajectory. $\textbullet$ Therefore, robot can avoid obstacls, and can move to target point.

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A nonlinear programming approach to collision-avoidance trajectory planning of multiple robots

  • Suh, Suk-Hwan;Kim, Myung-Soo
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1989년도 한국자동제어학술회의논문집; Seoul, Korea; 27-28 Oct. 1989
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    • pp.635-642
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    • 1989
  • We formulated the multi-robot trajectory problem into a series of NLP problem, each of which is that of finding the optimal tip positions of the robots for the next time step. The NLP problem is composed of an objective function and three constraints, namely: a) Joint position limits, b) Joint velocity limits, and c) Collision-avoidance constraints. By solving a series of NLP problem, optimally coordinated trajectories can be determined without requiring any prior path information. This is a novel departure from the previous approach in which either all paths or at least one path is assumed to be given. Practical application of the developed method is for optimal synthesis of multiple robot trajectories in off-line. To test the validity and effectiveness of the method, numerical examples are illustrated.

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컨베이어 추적을 위한 로보트 매니퓰레이터의 계층적 제어구조 (A hierachical control structure of a robot manipulator for conveyor tracking)

  • 박태형;이영대;이범희;고명삼
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1991년도 한국자동제어학술회의논문집(국내학술편); KOEX, Seoul; 22-24 Oct. 1991
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    • pp.1046-1051
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    • 1991
  • For the conveyor tracking application of a robot manipulator, a new control scheme is presented. The presented scheme is divided into two stages : the upper one is the motion planning stage and the lower one is the motion control stage. In the upper stage, the nominal trajectory which tracks the part moving in a constant velocity, is planned considering the robot arm dynamics. On the other hand, in the lower level, the perturbed trajectory is generated to track the variation in the velocity of conveyor belt via sensory feedback and the perturbed arm dynamics. In both stages, the conveyor tracking problem is formulated as an optimal tracking problem, and the torque constraints of a robot manipulator are taken into account. Simulation results are then presented and discussed.

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가변 구조 제어 방식을 이용한 로보트 매니플레이터의 경로 이탈 특성 (Chracteristics of the path deviation of the robot manipulator using the variable structure control method)

  • 이홍규;이범희;최계근
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1988년도 한국자동제어학술회의논문집(국내학술편); 한국전력공사연수원, 서울; 21-22 Oct. 1988
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    • pp.63-66
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    • 1988
  • In the control of the robotic manipulators, the variable structure control method for the get Point Regualation has a advantage of the insensitivity about parameter variations and disturbances. When the robotic manipulators are controlled by a point-to-point scheme, no path constraint is considered. Thus, the variable structure control method will be effectively applied only if the trajectory of the robot hand is estimated precisely. In this paper, the joint trajectories in the joint space and the hand trajectory in the cartesian space are calculated by the variable structure control method, and an algorithm is suggested to elaborate the deviation error of the robot hand from a straight line path. The result of this study will become a base of the effective path planning about robotic manipulators with the variable structure control concept.

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PWM디지탈 서어보 제어기를 이용한 산업용로보트르의 연속경로 제어에 관한 연구 (A Study on Continous Path Control of Industrial Robot Using PWM Digital Servo Controller)

  • 김지홍;오영석
    • 대한전자공학회논문지
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    • 제22권4호
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    • pp.59-65
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    • 1985
  • 본 논문은 산업용 로보트의 PWM 디지탈 서어보 제어기와 실시간 궤적계획 알고리즘 및 궤적추적알고리즘의 설계에 관한 것이다. 구체적으로 산업용 로보트의 제어가 계급적 구조의 분산 제어 시스템으로 실현되었으며, 부속 Hardware 및 Software가 설계 제작되었고, 사용자의 편의를 도모하기 위한 모니터프로그램이 개발되었다. 실제로 이 서어보 제어기와 제어 알고리즘을 이용하여 R-Φ 평면상에서 연속경로 제어가 가능함을 실험적으로 알 수 있다.

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Hand Reaching Movement Acquired through Reinforcement Learning

  • Shibata, Katsunari;Sugisaka, Masanori;Ito, Koji
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2000년도 제15차 학술회의논문집
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    • pp.474-474
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    • 2000
  • This paper shows that a system with two-link arm can obtain hand reaching movement to a target object projected on a visual sensor by reinforcement learning using a layered neural network. The reinforcement signal, which is an only signal from the environment, is given to the system only when the hand reaches the target object. The neural network computes two joint torques from visual sensory signals, joint angles, and joint angular velocities considering the urn dynamics. It is known that the trajectory of the voluntary movement o( human hand reaching is almost straight, and the hand velocity changes like bell-shape. Although there are some exceptions, the properties of the trajectories obtained by the reinforcement learning are somewhat similar to the experimental result of the human hand reaching movement.

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