• 제목/요약/키워드: Robot simulation

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일반화된 보로노이 다이어그램을 이용한 논홀로노믹 모바일 로봇의 자율 주행 (Autonomous Navigation of Nonholonomic Mobile Robots Using Generalized Voronoi Diagrams)

  • 소명뢰;신동익;신규식
    • 한국생산제조학회지
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    • 제24권1호
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    • pp.98-102
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    • 2015
  • This paper proposes an autonomous navigation method for a nonholonomic mobile robot, based on the generalized Voronoi diagram (GVD). We define the look-ahead point for a given motion constraint to determine the direction of motion, which solves the problem of a minimum turning radius for the real nonholonomic mobile robot. This method can be used to direct the robot to explore an unknown environment and construct smooth feedback curves for the nonholonomic robot. As the trajectories can be smoothed, the position of the robot can be stabilized in the plane. The simulation results are presented to verify the performance of the proposed methods for the nonholonomic mobile robot. Furthermore, this approach is worth drawing on the experience of any other mobile robots.

초음파센서와 RFID 시스템을 이용한 이동로봇의 맵 빌딩에 관한 연구 (A Study on Map Building of Mobile Robot Using RFID Technology and Ultrasonic Sensor)

  • 이도경;임재성;김상봉
    • 제어로봇시스템학회논문지
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    • 제16권3호
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    • pp.239-244
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    • 2010
  • This paper is to present map building of mobile robot using RFID (Radio Frequency Identification) technology and ultrasonic sensor. For mobile robot to perform map building, the mobile robot needs its localization and accurate driving in space. In this reason, firstly, kinematic modeling of mobile robot under non-holonomic constrains is introduced. Secondly, based on this modeling, a tracking controller is designed for tracking a given path based on backstepping method using Lyapunov function. The Lyapunov function is also introduced for proving the stability of the designed tracking controller. Thirdly, 2D map building is performed by RFID system, mobile robot system and ultrasonic sensors. The RFID mobile robot system is composed of DC motor, encoder, ultra sonic sensor, digital compass, RFID receiver and RFID antenna. Finally, the path tracking simulation results and map building experimental results are presented to show the effectiveness of the designed controller.

추가적 확장 칼만 필터를 이용한 불규칙적인 바닥에서 자율 이동 로봇의 효율적인 SLAM (An Effective SLAM for Autonomous Mobile Robot Navigation in Irregular Surface using Redundant Extended Kalman Filter)

  • 박재용;최정원;이석규;박주현
    • 제어로봇시스템학회논문지
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    • 제15권2호
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    • pp.218-224
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    • 2009
  • This paper proposes an effective SLAM based on redundant extended Kalman filter for robot navigation in an irregular surface to enhance the accuracy of robot's pose. To establish an accurate model of a caterpillar type robot is very difficult due to the mechanical complexity of the system which results in highly nonlinear behavior. In addition, for robot navigation on an irregular surface, its control suffers from the uncertain pose of the robot heading closely related to the condition of the floor. We show how this problem can be overcome by the proposed approach based on redundant extended Kalman filter through some computer simulation results.

신경 회로망을 이용한 로보트의 동력학적 시각 서보 제어 (Dynamic Visual Servo Control of Robot Manipulators Using Neural Networks)

  • 박재석;오세영
    • 전자공학회논문지B
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    • 제29B권10호
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    • pp.37-45
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    • 1992
  • For a precise manipulator control in the presence of environmental uncertainties, it has long been recognized that the robot should be controlled in a task-referenced space. In this respect, an effective visual servo control system for robot manipulators based on neural networks is proposed. In the proposed control system, a Backpropagation neural network is used first to learn the mapping relationship between the robot's joint space and the video image space. However, in the real control loop, this network is not used in itself, but its first and second derivatives are used to generate servo commands for the robot. Second, and Adaline neural network is used to identify the approximately linear dynamics of the robot and also to generate the proper joint torque commands. Computer simulation has been performed demonstrating the proposed method's superior performance. Futrhermore, the proposed scheme can be effectively utilized in a robot skill acquisition system where the robot can be taught by watching a human behavioral task.

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비선형 최적화 방법을 이용한 이동로봇의 주행 (Navigation of a Mobile Robot Using Nonlinear Least Squares Optimization)

  • 김곤우;차영엽
    • 전기학회논문지
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    • 제60권7호
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    • pp.1404-1409
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    • 2011
  • The fundamental research for the mobile robot navigation using the numerical optimization method is presented. We define the mobile robot navigation problem as an unconstrained optimization problem to minimize the cost function with the pose error between the goal position and the position of a mobile robot. Using the nonlinear least squares optimization method, the optimal speeds of the left and right wheels can be found as the solution of the optimization problem. Especially, the rotational speed of wheels of a mobile robot can be directly related to the overall speed of a mobile robot using the Jacobian derived from the kinematic model. It will be very useful for applying to the mobile robot navigation. The performance was evaluated using the simulation.

반응표면법을 이용한 고속 주행용 실외 경비로봇의 현가장치 근사 최적화 (Approximate Optimization of Suspension Mechanism for Outdoor Security Robot using Response Surface Methodology)

  • 고두열;정해관;우춘규;김수현
    • 로봇학회논문지
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    • 제5권2호
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    • pp.135-142
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    • 2010
  • Security robot has gradually developed and deployed in order to protect civilian's lives as well as fortune and subjugate the shortcomings of CCTV which lacks of mobility. We have developed a security robot for outdoor environment and the main purpose of the driving mechanism is to overcome the bumps or projections with high speed. The robot platform consists of 4 omnidirectional wheel-based driving mechanisms and suspension for each driving mechanism. In this paper, principal suspension parameters of outdoor security robot for overcoming obstacles with stability are studied and approximately optimized using Response Surface Methodology (RSM) since it is difficult to find the exact relationship between suspension parameters and the shock, which is significantly associated with stability of the robot, at the robot platform. Simulation using ADAMS is conducted for assessing the feasibility of optimized design parameters.

Integrated SolidWorks & Simscape Platform for the Model-Based Control Algorithms of Robot Manipulators

  • Ahn, Doo-Sung
    • 동력기계공학회지
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    • 제18권4호
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    • pp.91-96
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    • 2014
  • The application of the recent model-based control schemes for robot manipulators require the solution of problems concerning various aspects, from the mechanical design to the necessity of determining a robot model suitable for control, and of experimentally testing the control performances. For one solution, integration of SolidWorks with Simscape for designing and controlling robot manipulators is presented in this paper. The integration provides a platform for rapid control prototyping of robot manipulators without the need for building real prototypes. Mechanical drawings of a robot are first created using Solidworks and imported into the Simscape, where a robot is represented by connected block diagrams based on the principle of physical modeling. Simulation examples for 7-DOF SAM ARM made by Berrett Technology Inc. are testified to show effectiveness of the presented platform.

적응 퍼지 제어를 이용한 이동 로보트의 자율 주행에 관한 연구 (A Study on the Autonomous Navigation of Mobile Robot using Adaptive Fuzzy Control)

  • 오준섭;박진배최윤호
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 1998년도 추계종합학술대회 논문집
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    • pp.433-436
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    • 1998
  • The objective of this paper is to design a adaptive fuzzy controller for autonomous navigation of mobile robot. The adaptive fuzzy controller has an advantage in data processing time and convergence speed. The basic idea of control is to induct membership function and fuzzy inference rules and to scale inducted membership function to suitable robot state. The adaptive fuzzy control method is applied to mobile robot and the simulation results show the effectiveness of our controller.

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A study on optimal trajectory planning for a dual arm robot

  • Park, Man-Sik;Sang, Ho-Jin;Park, Jung-Il;Lee, Suck-Gyu
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1993년도 한국자동제어학술회의논문집(국제학술편); Seoul National University, Seoul; 20-22 Oct. 1993
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    • pp.168-171
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    • 1993
  • In this paper, we design a time optimal controller of a dual arm robot to handle the object. Differently from the master-slave type robot, same priority is imposed on the both of the arms for effective handling the specifed object. For finding a time optimal collision-free trajectory, a graphical method is applied for the robot with two degree of freedom. Some simulation results show the effectiveness of the proposed method.

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로봇의 안전한 물체 접근을 위한 제어기 구성 (Controller Design for a Robot's Safe Contact on an Object)

  • 신완재;박장현
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2004년도 추계학술대회 논문집
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    • pp.1078-1081
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    • 2004
  • A robot manipulator is usually operated in two modes: free motion and constraint motion depending on whether the robot comes into contact with the environment or not. At the moment of contact, impact occurs, and sometimes, it possibly degrade the robot's performance by vibration and at worst, shortens its lifetime. In this article, a new proposed algorithm is described by introducing a command signal modification method on the basis of impedance control and a validity of the proposed algorithm is demonstrated by showing a simulation and an experiment.

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