• Title/Summary/Keyword: Robot Control System

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Cooperative mobile robots using fuzzy algorithm

  • Ji, Seunghwan;Kim, Hyuntae;Park, Minkee;Park, Mignon
    • 제어로봇시스템학회:학술대회논문집
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    • 1992.10b
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    • pp.468-472
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    • 1992
  • In recent years, lots of researches on autonomous mobile robot have been accomplished. However they focused on environment recognition and its processing to make a decision on the motion, And cooperative multi-robot, which must be able to avoid crash and to make mutual communication, has not been studied much. This paper deals with cooperative motion of two robots, 'Meari 1" and "Meari 2 " made in our laboratory, based on communication between the two. Because there is an interference on communication occurring in cooperative motion of multi-robot, many restrictive conditions are required. Therefore, we have designed these robot system so that communication between them is available and mutual interference is precluded, and we used fuzzy interference to overcome unstability of sensor data.of sensor data.

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Mobile Robot Control with Image Tracking (영상 추적을 이용한 이동 로봇 제어)

  • Hong, Seon-Hack
    • Journal of the Institute of Electronics Engineers of Korea TE
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    • v.42 no.4
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    • pp.33-40
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    • 2005
  • This paper represents the stable path recognition by the ultrasonic sensor which gathers navigation environments and the monocular image sensor which generates the self localization information of mobile robot. The proposed ultrasonic sensor and vision camera system recognizes the target and extracts parameters for generating the world map and self localization. Therefore, this paper has developed an indoor mobile robot and has stably demonstrated in a corridor environment.

Indentification and Compensation of Robot Kinematic Parameters for Positioning Accuracy Improvement

  • Kim, Doo-Hyeong;Guk, Geum-Hwan
    • 한국기계연구소 소보
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    • s.19
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    • pp.81-92
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    • 1989
  • This paper presents a simple identification method of the actual kinematic parameters for the robot with parallel joints. It is known that Denavit-Hartenberg's coordinate system is not useful for nearly parallel joints. In this paper, the coordinate frames are reassigned to model the kinematic parameter between nearly parallel joints by four parameters. The proposed identification method uses a straight ruler about 1m long. A robot hand is placed by using a teaching pendant at the prescribed points on the ruler, and corresponding error function is defined. The identified kinematic parameters which make the error function zero are obtained by iterative least square error method based on the singular value decomposition. In the compensation of joint angles, only the position is considered because the usual applications of robot do not require a precise orientation control.

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Fuzzy Modeling and Control of Wheeled Mobile Robot

  • Kang, Jin-Shik
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.3 no.1
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    • pp.58-65
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    • 2003
  • In this paper, a new model, which is a Takagi-Sugeno fuzzy model, for mobile robot is presented. A controller, consisting of two loops the one of which is the inner state feedback loop designed for stability and the outer loop is a PI controller designed for tracking the reference input, is suggested. Because the robot dynamics is nonlinear, it requires the controller to be insensitive to the nonlinear term. To achieve this objective, the model is developed by well known T-S fuzzy model. The design algorithm of inner state-feedback loop is regional pole-placement. In this paper, regions, for which poles of the inner state feedback loop are lie in, are formulated by LMI's. By solving these LMI's, we can obtain the state feedback gains for T-S fuzzy system. And this paper shows that the PI controller is equivalent to the state feedback and the cost function for reference tracking is equivalent to the LQ(linear quadratic) cost. By using these properties, it is also shown in this paper that the PI controller can be obtained by solving the LQ problem.

Optimal Path Planning and Control of Omni-directional Autonomous Mobile Robot (전 방향 자율이동로봇의 최적 경로탐색 및 제어)

  • Hwang, Jong-Woo;Lee, Yong-Gu;Lee, Hyunk-Wan;Eom, Ki-Hwan
    • Proceedings of the IEEK Conference
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    • 2006.06a
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    • pp.945-946
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    • 2006
  • There are some difficulties to track an object with one-axis two-wheel drive method. When one-axis two-wheel drive robot wants to approach to the object, it should turn direction of the robot. At this time, direction of camera also would be changed. In this paper, we introduce omni-directional driving system that can move freely without turning the robot body, and propose the optimal approaching method.

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Development of Process of A Force Sensorless Interference fit Assembly Robot System using Sliding Perturbation Observer (슬라이딩 섭동관측기를 이용한 힘 센서리스 억지끼워맞춤 조립로봇시스템 공정개발)

  • Byun, Gyu Ho;Moon, Young Geun;Yoon, Sung Min;Lee, Min-Cheol
    • Journal of the Korean Society for Precision Engineering
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    • v.31 no.3
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    • pp.243-251
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    • 2014
  • In inference fit assembly process of the industrial robot, it basically needs the force data. One of the typical methods to get the force data is attaching torque sensors on the robot arm joint or end effector. This is effective way to reduce time delay and to improve preciseness of force control, but this method has several problems. To solve that problem, this paper suggests method which measures assembly force without torque sensor by using the sliding perturbation observer(SPO) and assembly process based on SPO to assemble successfully in inference assembly

Development of a 6-axis Robotic Base Platform with Force/Moment Sensing (힘/모멘트 측정기능을 갖는 6축 로봇 베이스 플랫폼 개발)

  • Jung, Sung Hun;Kim, Han Sung
    • Journal of the Korean Society of Industry Convergence
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    • v.22 no.3
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    • pp.315-324
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    • 2019
  • This paper present a novel 6-axis robotic base platform with force/moment sensing. The robotic base platform is made up of six loadcells connecting the moving plate to the fixed plate by spherical joints at the both ends of loadcells. The statics relation is derived, the robotic base platform prototype and the loadcell measurement system are developed. The force/moment calibrations in joint and Cartesian spaces are performed. The algorithm to detect external force applied at a working robot is derived, and using a 6-DOF robot mounted on the robotic base platform, force/moment measurement experiments have been performed.

Reward Shaping for a Reinforcement Learning Method-Based Navigation Framework

  • Roland, Cubahiro;Choi, Donggyu;Jang, Jongwook
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2022.10a
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    • pp.9-11
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    • 2022
  • Applying Reinforcement Learning in everyday applications and varied environments has proved the potential of the of the field and revealed pitfalls along the way. In robotics, a learning agent takes over gradually the control of a robot by abstracting the navigation model of the robot with its inputs and outputs, thus reducing the human intervention. The challenge for the agent is how to implement a feedback function that facilitates the learning process of an MDP problem in an environment while reducing the time of convergence for the method. In this paper we will implement a reward shaping system avoiding sparse rewards which gives fewer data for the learning agent in a ROS environment. Reward shaping prioritizes behaviours that brings the robot closer to the goal by giving intermediate rewards and helps the algorithm converge quickly. We will use a pseudocode implementation as an illustration of the method.

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Design of Automatic Warehouse and Inventory control under HMS concept

  • Suesut, Taweepol;Intajag, Sathit;Roengruen, Prapas
    • 제어로봇시스템학회:학술대회논문집
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    • 2004.08a
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    • pp.1001-1005
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    • 2004
  • The objective of this paper is to develop the flexible manufacturing system (FMS), which is cooperated with the automatic warehouse and inventory control under holonic manufacturing system (HMS). The HMS is a next wave of manufacturing revolution to deal with dynamic changing. The architecture of HMS is developed for cooperation system between the automatic warehouse agents and the manufacturing agents. This research applies the concept of HMS to develop a distributed control system for automatic warehouse and FMS by industrial network. The parts of prototype manufacturing agents consist of the conveyer system and 3-axises robot that provide the variety patterns in order to work as punch process. Each order of productions depends on the reorder points(RP) of inventory levels. The computation results indicate an improvement by comparing with traditional centralized control.

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A Research on Designing an Autonomic Control System Towards High-Reliable Cyber-Physical Systems (고신뢰 CPS를 위한 자율제어 시스템에 관한 연구)

  • Park, Jeongmin;Kang, Sungjoo;Chun, Ingeol;Kim, Wontae
    • IEMEK Journal of Embedded Systems and Applications
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    • v.8 no.6
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    • pp.347-357
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    • 2013
  • Cyber-Physical system(CPS) is characterized by collaborating computational elements controlling physical entities. In CPS, human desire to acquire useful information and control devices anytime and anywhere automatically has increased the necessity of a high reliable system. However, the physical world where CPS is deployed has management complexity and maintenance cost of 'CPS', so that it is impossible to make reliable systems. Thus, this paper presents an 'Autonomic Control System towards High-reliable Cyber-Physical Systems' that comprise 8-steps including 'fault analysis', 'fault event analysis', 'fault modeling', 'fault state interpretation', 'fault strategy decision', 'fault detection', 'diagnosis&reasoning' and 'maneuver execution'. Through these activities, we fascinate to design and implement 'Autonomic control system' than before. As a proof of the approach, we used a ISR(Intelligent Service Robot) for case study. The experimental results show that it achieves to detect a fault event for autonomic control of 'CPS'.