• Title/Summary/Keyword: Robot simulation

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Navigation Strategy Of Mobile Robots based on Fuzzy Neural Network with Hierarchical Structure (계층적 구조를 가진 Fuzzy Neural Network를 이용한 이동로봇의 주행법)

  • 최정원;한교경;박만식;이석규
    • Journal of the Korean Institute of Intelligent Systems
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    • v.11 no.5
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    • pp.367-372
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    • 2001
  • This paper proposes a hierachically structured navigation algorithm for multiple mobile robots under unknown dynamic environment. The proposed algorithm consists of three basic parts as follows. The first part based on the fuzzy rule generates the turning angle and moving distance of the robot for goal approach without obstacles. In the second part, using both fuzzy and neural network, the angle and distance of the robot to avoid collision with dynamic and static obstacles are obtained. The final adjustment of the weighting factor based on fuzzy rule for moving and avoiding distance of the robots is provided in the third stage. Some simulation results show the effectiveness of the proposed algorithm.

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Efficient Placement of Artificial Landmarks for Low-cost Localization of a Mobile Robot (이동로봇의 저비용 위치추정을 위한 효율적인 인공표식 배치기법)

  • Kim, Jiwoong;Chung, Woojin
    • Journal of IKEEE
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    • v.17 no.4
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    • pp.434-439
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    • 2013
  • Artificial landmarks have been widely used for reducing the uncertainty in localization of a mobile robot. In addition, research for efficient placement of artificial landmarks has been considered as one of the fundamental issues since the cost of localization is increased with the number of used landmarks. Therefore, this paper proposes a method in which landmarks are efficiently placed by considering the uncertainty characteristics of the motion model and the sensor model. Because two models have different uncertainty distributions, the final uncertainty can be considerably reduced through their efficient combination. The usefulness of the proposed method is demonstrated by simulation results.

Load Frequency Control using Parameter Self-Tuning fuzzy Controller (파라미터 자기조정 퍼지제어기를 이용한 부하주파수제어)

  • 탁한호;추연규
    • Journal of the Korean Institute of Intelligent Systems
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    • v.8 no.2
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    • pp.50-59
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    • 1998
  • This paper presents stabilization and adaptive control of flexible single link robot manipulator system by self-recurrent neural networks that is one of the neural networks and is effective in nonlinear control. The architecture of neural networks is a modified model of self-recurrent structure which has a hidden layer. The self-recurrent neural networks can be used to approximate any continuous function to any desired degree of accuracy and the weights are updated by feedback-error learning algorithm. When a flexible manipulator is rotated by a motor through the fixed end, transverse vibration may occur. The motor toroque should be controlled in such a way that the motor rotates by a specified angle, while simultaneously stabilizing vibration of the flexible manipuators so that it is arresed as soon as possible at the end of rotation. Accurate vibration control of lightweight manipulator during the large changes in configuration common to robotic tasks requires dynamic models that describe both the rigid body motions, as well as the flexural vibrations. Therefore, a dynamic models for a flexible single link robot manipulator is derived, and then a comparative analysis was made with linear controller through an simulation and experiment. The results are proesented to illustrate thd advantages and imporved performance of the proposed adaptive control ove the conventional linear controller.

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Behavior Analysis of In-wheel Drive Type 6WD/6WS Vehicle Based on System Modeling and Driving Simulation (시스템 모델링 및 주행 시뮬레이션을 통한 인휠드라이브 타입 6WD/6WS 차량 플랫폼의 주행 거동 분석)

  • Lee, Jung-Yeob;Suh, Seung-Whan;Shon, Woong-Hee;Yu, Seung-Nam;Han, Chang-Soo
    • Journal of Institute of Control, Robotics and Systems
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    • v.16 no.4
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    • pp.353-360
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    • 2010
  • A skid-steering method which applied to the various mobile robot platforms currently shows its effectiveness in the specified field areas and purposes. This system contains however, several problems of its intrinsic properties such as slippages occurred by different moving direction between vehicle's driving and wheel's rotary and difficulties of driving performance control and so on. This paper deals with the suggestion of suitable control algorithm for 6WD/6WS skid steering wheeled vehicle and verified its feasibility by analyzing the behavior of 6WD/6WS skid-steered wheeled vehicle model and by applying the engineering analytical method to the considered mobile platform. The Performance of vehicle model is evaluated by using slip mode control to follow the steering input and, as a future work, this control algorithm could be applied to real 6WD/6WS in-wheel drive type vehicle finally.

Design, Control and Localization of Underwater Mine Disposal Robots (수중 기뢰 제거 로봇의 설계, 제어 및 위치 추정)

  • Moon, Yong Seon;Ko, Nak Yong;Sur, Joono
    • Journal of Institute of Control, Robotics and Systems
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    • v.19 no.9
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    • pp.805-812
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    • 2013
  • This paper describes the design, control, and localization which comprise major aspects of the development of underwater robots for the mine disposal. The developed robots are called the Mine Killer (MK-1) and MK-2. MK-1 had been developed from September 2009 and was presented at the 9-th International Symposium at NPS Monterey CA, on May 17-21, 2010[1]. The paper presents design of MK-1 and MK-2 in detail with comparison of these two versions of MKs. Then it derives hydrodynamic coefficients of MK-1. Based on the coefficients, the motion of MK-1 is simulated for straight line motion and circular motion. Also simulation results for PD control, LQ control and sliding mode control are presented. Finally, it shows a particle filter method for localization of MK-1 and MK-2 using simple range data from acoustic beacons.

A VSMFC Controller Design of Robot Manipulators Using Computed Torque Method (CTM을 위한 로보트 매니퓰레이터의 VSMFC 제어기 설계)

  • Park, Sei-Seung;Park, Chong-Kug
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.27 no.10
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    • pp.53-59
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    • 1990
  • In the control of robot manipulators, this paper presents a design of a new variable structure model following controller(VSMFC) using computed torque method (CTM). A sufficient condition for the existence of a sliding mode is derived by Lyapunov function. The reference model is a double integrators and the acceleration input consists of a proportional-derivative controller for the purpose of the stabilization of system and the desired performance. The proposed control scheme which consists of upper bounded and estimated value of each term of the manipulator of matrix inversion. Therefore the simulation results show that this controller is improved to the convergence of desired trajectories.

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Study to Reduce Process Cycle Time and to Improve Surface Roughness of a Mobile Phone Unibody Case through Cutting Force Optimization (절삭력 최적화를 통한 핸드폰 Unibody Case 가공 싸이클 타임 단축 및 표면 조도 향상에 관한 연구)

  • Lee, Seung-Yong;Choi, Hyun-Jin;Lee, Jong-Chan
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.16 no.3
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    • pp.119-124
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    • 2017
  • Machining optimization using typical computer-aided manufacturing (CAM) software mainly depends on tool paths, and it is impossible to predict the behavior of material or cutting force. In this paper, cutting force analysis simulation is performed on the Unibody Case of a mobile phone with the aim of optimizing cutting-force-based machining using the Third Wave Systems' AdventEdge Production Module. Machining time after optimization was shortened by 42% for roughing compared to pre-optimization, and actual machining time was reduced by 36.8%. For finishing, machining time was reduced by 92%, and actual machining time was reduced around 90%. A surface roughness analysis found that the post-optimization surface roughness was $1.16{\mu}m$ Ra, compared to a pre-optimization value of $1.75{\mu}m$ Ra.

Axiomatic Design of a Micromanipulator using Displacement Amplifier (변위증폭기를 이용한 마이크로 매니플레이터의 공리적 설계)

  • Han, Seog-Young;Yoon, Sang-Jun;Hwang, Jun-Seong;Kim, Min-Sue;Park, Jae-Yong;Yi, Byung-Ju;Kim, Seon-Jung
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.31 no.1 s.256
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    • pp.62-69
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    • 2007
  • Micromanipulator is a device that manipulates an object with high precision. Generally, a parallel-type robot has inherently higher precision than a serial-type robot. In most cases, the use of flexure hinge mechanisms is the most appropriate approach to micromanipulators. The micromanipulator is basically required that have high natural frequency and sufficient workspace. However, previous designs are hard to satisfy the required workspace and natural frequency, simultaneously, because the previous micromanipulators are coupled designs. Therefore, this paper suggests a new design parameter as displacement amplifier and new design procedure based on semi-coupled design in axiomatic design. As a consequence the spatial 3-DOF micromanipulator which is chosen as an exemplary device has natural frequency of 500Hz and workspace of $-0.5^{\circ}{\sim}0.5^{\circ}$. To investigate the effectiveness of the displacement amplifier, simulation and experiment are performed.

Motion Planning Algorithms for Kinematically Redundant Manipulator Not Fixed to the Ground (지면에 고정되어 있지 않은 여유자유도 매니플래이터의 운동계획 알고리즘)

  • 유동수;소병록;김희국
    • Journal of Institute of Control, Robotics and Systems
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    • v.10 no.10
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    • pp.869-877
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    • 2004
  • This paper deals with motion planning algorithm for kinematically redundant manipulators that are not fixed to the ground. Differently from usual redundant manipulators fixed to the ground, the stability issue should be taken into account to prevent the robot from falling down. The typical ZMP equation, which is employed in human walking, will be employed to evaluate the stability. This work proposes a feed forward ZMP planning algorithm. The algorithm embeds the 'ZMP equations' indirectly into the kinematics of the kinematic model of a manipulator via a ZMP stability index The kinematic self motion of the redundant manipulator drives the system in such a way to keep or plan the ZHP at the desired position of the footprint. A sequential redundancy resolution algorithm exploiting the remaining kinematic redundancy is also proposed to enhance the performances of joint limit index and manipulability. In addition, the case exerted by external forces is taken into account. Through simulation for a 5 DOF redundant robot model, feasibility of the proposed algorithms is verified. Lastly, usual applications of the proposed kinematic model are discussed.

A study on Real-Time Implementation of Robust Control for Horizontal Articulated Arm with Eight Axis

  • Nguyen, Hoo-Cong;Kim, Jun-Hong;Lee, Hee-Seop
    • Journal of the Korean Society of Industry Convergence
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    • v.18 no.3
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    • pp.139-149
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    • 2015
  • In this paper, we describe a new approach to perform real-time implementation of an robust controller for robotic manipulator based on digital signal processors in this paper. The Texas Instruments DSPs chips are used in implementing real-time adaptive control algorithms to provide enhanced motion control performance for dual-arm robotic manipulators. In the proposed scheme, adaptation laws are derived from model reference adaptive control principle based on the improved direct Lyapunov method. The proposed adaptive controller consists of an adaptive feed-forward and feedback controller and time-varying auxiliary controller elements. The proposed control scheme is simple in structure, fast in computation, and suitable for real-time control. Moreover, this scheme does not require any accurate dynamic modeling, nor values of manipulator parameters and payload. Performance of the proposed adaptive controller is illustrated by simulation and experimental results for robot manipulator consisting of dual arm with eight degrees of freedom at the joint space and cartesian space.