• 제목/요약/키워드: Robot Kinematics

검색결과 410건 처리시간 0.029초

A solution of inverse kinematics for manipulator by self organizing neural networks

  • Takemori, Fumiaki;Tatsuchi, Yasuhisa;Okuyama, Yoshifumi;Kanabolat, Ahmet
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 제어로봇시스템학회 1995년도 Proceedings of the Korea Automation Control Conference, 10th (KACC); Seoul, Korea; 23-25 Oct. 1995
    • /
    • pp.65-68
    • /
    • 1995
  • This paper describes trajectory generation of a riobot arm by self-organizing neural networks. These neural networks are based on competitive learning without a teacher and this algorithm which is suitable for problems in which solutions as teaching signal cannot be defined-e.g. inverse dynamics analysis-is adopted to the trajectory generation problem of a robot arm. Utility of unsupervised learning algorithm is confirmed by applying the approximated solution of each joint calculated through learning to an actual robot arm in giving the experiment of tracking for reference trajectory.

  • PDF

양팔 로봇을 이용한 조립 작업에서 수명을 고려한 최적 운동 계획법 (Optimized Motion Planning Considering the Lifetime for Bimanual Robotic Assembly)

  • 황면중
    • 제어로봇시스템학회논문지
    • /
    • 제21권10호
    • /
    • pp.972-976
    • /
    • 2015
  • The objective of this research is to verify the quantitative efficiency of a bimanual robotic task. Bimanual robots can realize dexterous and complicated motions using two cooperating arms. However, its motion planning and control method are not simple for implementing flexible tasks such as assembly. In this paper, the proposed motion planning method is used to find an optimal solution satisfying a designed cost function and constraints with regard to the kinematics and redundancy of the bimanual robot. The simulation results show that the lifetime of the manipulator can be changed by the proposed cost function consisting of angular velocity and angular acceleration of each joint in the same assembly task.

로봇핸드 핑거의 설계 및 운동학적 해석에 관한 연구 (A study on Design and Kinematics Analysis of Robot Hand Fingers)

  • 원종범;하언태;김병창;조상영
    • 한국산업융합학회 논문집
    • /
    • 제18권4호
    • /
    • pp.231-240
    • /
    • 2015
  • In this paper, it was presented to design and analyze the kinematics of grasping a rigid object by means of multi-degrees-of-freedom hand fingers. It is shown firstly that a set of kinematic equation describing dynamics system of the arm and object together with geometric constraint of tight area-contacts is formulated by Lagrange's equation. It has been presented secondly that the problems of controlling both the forces of pressing object and the rotation angle of the object under the geometric constraints are discussed. In this research, the control method for static stable grasping and enhancing dexterity in manipulating things is proposed. It is illustrated by computer simulation that the control system gives the performance improvement in the kinematic grasping of the hand fingers of robot.

퍼지 역기구학 맵핑과 유전자 알고리즘을 이용한 로봇 매니퓰레이터의 제어 (The Control of Robot Manipulator us ins Fuzzy Inverse Kinematics Mapping and Genetic Algorithm)

  • 주영진;최우경;연정흠;김성현;전홍태
    • 한국지능시스템학회:학술대회논문집
    • /
    • 한국퍼지및지능시스템학회 2005년도 춘계학술대회 학술발표 논문집 제15권 제1호
    • /
    • pp.309-312
    • /
    • 2005
  • 로봇 매니퓰레이터의 제어를 위해서는 정확한 값의 역기구학 값을 구해야한다 하지만 일반적으로 역기구학의 경우 그 계산 과정이 매우 복잡하여 실시간으로 처리하기 어렵다는 문제점이 있다. 본 논문에서는 로봇 매니퓰레이터를 퍼지 역기구학 맵핑 기법을 기반으로 제어를 한 후, 정기구학을 적합도 함수로 사용하는 유전자 알고리즘을 이용하여, 좀더 빠르고, 높은 정확도를 가지는 제어를 구현하고자 한다.

  • PDF

교육용 3축 Position제어 로봇 개발

  • 정원지;김기정;김해은;배재한;박일환;양혜선;김동한
    • 한국정밀공학회:학술대회논문집
    • /
    • 한국정밀공학회 2003년도 추계학술대회 논문요약집
    • /
    • pp.183-183
    • /
    • 2003
  • PDF

무선 센서 네트워크가 탑재된 사족 보행로봇 제어 (The Motion Control of a Quadruped Working Robot Using Wireless Sensor Network)

  • 서규태;김기우;심재양;오준영;임성덕;이보희;공정식;김진걸
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2004년도 학술대회 논문집 정보 및 제어부문
    • /
    • pp.499-501
    • /
    • 2004
  • This paper deals with the implementation of a quadruped working robot using wireless sensor network with TinyOS. It is often required to install real time OS and wireless network in the mobile robot field since robots work alone without human intervention and also exchanging their information between robot systems. The suggested controller utilizes a built-in wireless network OS and makes the variance action related with human-kindly motions for a quadruped walking robot. In addition, a kinematics analysis of its structure and control architecture of robot system is suggested and verified the usefulness through the real experiment.

  • PDF

로봇 메니퓰레이터 제어를 위한 개조된 자기조직화 신경망 개발 (Development of the Revised Self-Organizing Neural Network for Robot Manipulator Control)

  • 구태훈;이종태
    • 대한산업공학회지
    • /
    • 제25권3호
    • /
    • pp.382-392
    • /
    • 1999
  • Industrial robots have increased in both the number and applications in today's material handling systems. However, traditional approaches to robot controling have had limited success in complicated environment, especially for real time applications. One of the main reasons for this is that most traditional methods use a set of kinematic equations to figure out the physical environment of the robot. In this paper, a neural network model to solve robot manipulator's inverse kinematics problem is suggested. It is composed of two Self-Organizing Feature Maps by which the workspace of robot environment and the joint space of robot manipulator is inter-linked to enable the learning of the inverse kinematic relationship between workspace and joint space. The proposed model has been simulated with two robot manipulators, one, consisting of 2 links in 2-dimensional workspace and the other, consisting of 3 links in 2-dimensional workspace, and the performance has been tested by accuracy of the manipulator's positioning and the response time.

  • PDF

강인한 SLAM을 이용한 무한궤도형 이동로봇의 모션 추정 (The Motion Estimation of Caterpilla-type Mobile Robot Using Robust SLAM)

  • 변성재;이석규;박주현
    • 전기학회논문지
    • /
    • 제58권4호
    • /
    • pp.817-823
    • /
    • 2009
  • This paper proposes a robust method for mapping of a caterpillar-type mobile robot which inherently has uncertainty in its modeling by compensating for the estimated pose error of the robot. In general, a caterpillar type robot is difficult to model, which results in inaccuracy in Simultaneous Localization And Mapping(SLAM). To enhance the robustness of the SLAM for a caterpillar-type mobile robot, we factorize the SLAM posterior, where we used particle filter to estimate the position of the robot and Extended Kalman Filter(EKF) to map the environment. The simulation results show the effectiveness and robustness of the proposed method for mapping.

공동 작업하는 다중 로봇 시스템의 동적 조작도 (Dynamic Manipulability for Cooperating Multiple Robot Systems)

  • 심형원
    • 제어로봇시스템학회논문지
    • /
    • 제10권10호
    • /
    • pp.930-939
    • /
    • 2004
  • In this paper, both dynamic constraints and kinematic constraints are considered for the analysis of manipulability of robotic systems comprised of multiple cooperating arms. Given bounds on the torques of each Joint actuator for every robot, the purpose of this study is to drive the bounds of task-space acceleration of object carried by the system. Bounds on each joint torque, described as a polytope, is transformed to the task-space acceleration through matrices related with robot dynamics, robot kinematics, object dynamics, grasp conditions, and contact conditions. A series of mathematical manipulations including the procedure calculating minimum infinite-norm solution of linear equation is applied to get the reachable acceleration bounds from given actuator dynamic constrains. Several examples including two robot systems as well as three robot system are shown with the assumptions of complete-constraint contact model(or' very soft contact') and insufficient or proper degree of freedom robot.