• Title/Summary/Keyword: robot systems

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Adaptive Actor-Critic Learning of Mobile Robots Using Actual and Simulated Experiences

  • Rafiuddin Syam;Keigo Watanabe;Kiyotaka Izumi;Kazuo Kiguchi;Jin, Sang-Ho
    • 제어로봇시스템학회:학술대회논문집
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    • 2001.10a
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    • pp.43.6-43
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    • 2001
  • In this paper, we describe an actor-critic method as a kind of temporal difference (TD) algorithms. The value function is regarded as a current estimator, in which two value functions have different inputs: one is an actual experience; the other is a simulated experience obtained through a predictive model. Thus, the parameter´s updating for the actor and critic parts is based on actual and simulated experiences, where the critic is constructed by a radial-basis function neural network (RBFNN) and the actor is composed of a kinematic-based controller. As an example application of the present method, a tracking control problem for the position coordinates and azimuth of a nonholonomic mobile robot is considered. The effectiveness is illustrated by a simulation.

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Double sheet detection system for feeder robots in automation line

  • Kim, Dae-Nyeon;Jo, Kang-Hyun;Shin, In-Seung;Kim, Ki-Su;Kim, Tae-Ho;Kang, Hyun-Duk;Yoon, Yeon-Hong;Kim, Se-Yoon;Lee, Seung-Choon
    • 제어로봇시스템학회:학술대회논문집
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    • 2001.10a
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    • pp.73.4-73
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    • 2001
  • We suggest a system to detection whether material picked up is double or single when the robot feeds them in automation line. This system measures thickness of metal plate and alarms when they are double sheet measuring boundary lines of metal sheet. This system calculates the minimum distance of straight boundary lines by eliminating noise in the edge regions. In the experimental system, double or single is determined by calculating implemented the thickness in the image where the distance of pixels are retrieved by the hash table. In this paper, the algorithm of histogram is adapted to experiment in the implement, thus proved as double sheet detection system.

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Multi-Camera Vision System for Tele-Robotics

  • Park, Changhwn;Kohtaro Ohba;Park, Kyihwan;Sayaka Odano;Hisayaki Sasaki;Nakyoung Chong;Tetsuo Kotoku;Kazuo Tanie
    • 제어로봇시스템학회:학술대회논문집
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    • 2001.10a
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    • pp.25.6-25
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    • 2001
  • A new monitoring system is proposed to give direct visual information of the remote site when working with a tele-operation system. In order to have a similar behavior of a human when he is inspecting an object, multiple cameras that have different view point are attached around the robot hand and are switched on and elf according to the operator´s motion such as joystick manipulation or operator´s head movement. The performance of the system is estimated by performing comparison experiments among single camera (SC) vision system, head mount display (HMD)system and proposed multiple camera (MC) vision system by applying a task to several examines. The reality, depth feeling and controllability are estimated for the examines ...

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A Refinement Method for Structure from Stereo Motion

  • Park, Sung-Kee;Kim, Mun-Sang;Kweon, In-So
    • 제어로봇시스템학회:학술대회논문집
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    • 2001.10a
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    • pp.63.6-63
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    • 2001
  • For robot navigation and visual reconstruction , structure from motion (SFM) is an active issue in computer vision community and its properties are also becoming well understood. As a drawback in SFM, it is well known that the SFM methods, using small motion model such as optical flow and direct method, have inevitably motion ambiguity between translation and rotation, which is called bas-relief ambiguity. In this paper based on the robust direct method using stereo image sequence, we present a new method for improving those ambiguities. Basically, the direct method uses nearly all image pixels for estimating motion parameters and depths, and global optimization techniques are adopted for finding its solution ...

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Chattering-Free Sliding Mode Control with a Time-Varying Sliding Surface

  • Kyung, Tai-Hyun;Kim, Jong-Shik;Lee, Kyu-Joon
    • 제어로봇시스템학회:학술대회논문집
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    • 2001.10a
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    • pp.151.4-151
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    • 2001
  • Chattering-free sliding mode control is derived from the reaching law method and Lyapunov stability theorem. Its control input Is composed of continuous term and discontinuous term. By the combination of these terms, the robustness and tracking performance can be improved and the chattering can be avoided. But in the reaching mode, the sliding mode control is sensitive to the modeling uncertainties, parameter variations and disturbances, also it needs a large control input. These result in poor transient responses. In this paper, to overcome these problems in the reaching mode, a time-varying sliding surface is proposed. And it is applied to a 2-link SCARA robot manipulator, experimental results show that the transient response is improved and its ...

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Remote Controlled Robotic Substitute via Internet

  • K, K.-Wong;Akio, Katuki
    • 제어로봇시스템학회:학술대회논문집
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    • 2001.10a
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    • pp.96.4-96
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    • 2001
  • A remote controlled robotic system using the Internet is proposed in this paper. The robotic system can for example act as a substitute for a child who is staying in a hospital. Using the proposed robotic system, the bedridden child can easily look around the inside of his/her classroom, and can talk to other people. The proposed robotic system will encourage a bedridden child to maintain his/her study habits. The robotic system has a CCD camera, a speaker, a microphone, and a PC display on the robot main body. An operator also has a CCD camera, a microphone, and a PC display on the operator desk. The two personal computers are connected using the Internet ...

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Development of Force Reflecting Joystick for Field Robot

  • Song, In-Sung;Ahn, Kyung-Kwan;Yang, Soon-Yong;Lee, Byung-Ryong
    • 제어로봇시스템학회:학술대회논문집
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    • 2001.10a
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    • pp.132.5-132
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    • 2001
  • In teleoperation field robotic system such as hydraulically actuated robotic excavator, the maneuverability and convenience is the most important part in the operation of robotic excavator. Particularly the force information is important in dealing with digging and leveling operation in the teleoperated excavator. Excavators are also subject to a wide variation of soil-tool interaction forces. This paper presents a new force reflecting joystick in a velocity-force type bilateral teleoperation system. The master system is electrical joystick and the slave system is hydraulically actuated cylinder with linear position sensor. Particularly Pneumatic motor is used newly in the master joystick for force reflection and the information of the pressure of salve cylinder is measured and utilized as the force feedback signal. Also force-reflection gain greatly affects the ...

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3D Map Building of The Mobile Robot Using Structured Light

  • Lee, Oon-Kyu;Kim, Min-Young;Cho, Hyung-Suck;Kim, Jae-Hoon
    • 제어로봇시스템학회:학술대회논문집
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    • 2001.10a
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    • pp.123.1-123
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    • 2001
  • For Autonomous navigation of the mobile robots, the robots' capability to recognize 3D environment is necessary. In this paper, an on-line 3D map building method for autonomous mobile robots is proposed. To get range data on the environment, we use an sensor system which is composed of a structured light and a CCD camera based on optimal triangulation. The structured laser is projected as a horizontal strip on the scene. The sensor system can rotate $\pm$ $30{\Circ}$ with a goniometer. Scanning the system, we get the laser strip image for the environments and update planes composing the environment by some image processing steps. From the laser strip on the captured image, we find a center point of each column, and make line segments through blobbing these center poings. Then, the planes of the environments are updated. These steps are done on-line in scanning phase. With the proposed method, we can efficiently get a 3D map about the structured environment.

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A Study on Arc Force Sensor for a Robotic Welding Control System

  • Son, Joon-Sik;Kim, Ill-Soo;Choi, Seung-Gap;Kueon, Yeong-Seob;Lee, Duk-Man
    • 제어로봇시스템학회:학술대회논문집
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    • 2001.10a
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    • pp.128.5-128
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    • 2001
  • This paper presents investigation of an arc force sensor for a robotic welding control system. Arc force sensor is employed in this research to monitor the bead geometry of the arc welding process. Arc force sensor mounted at the end of the robot wrist was employed to measure the arc force applied to the weld. Experimental configuration for measurement of arc force was used to quantify the changes in the arc force distributions of the plate being welded. A relationship between the bead dimension and the arc force distributions was established. The sensor information was used to establish a relationship between welding current and arc force. Arc force sensor have shown to be one of the most sophisticated technique to monitor perturbations that occurred during robotic arc welding process.

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Model-based fault diagnosis methodology using neural network and its application

  • Lee, In-Soo;Kim, Kwang-Tae;Cho, Won-Chul;Kim, Jung-Teak;Kim, Kyung-Youn;Lee, Yoon-Joon
    • 제어로봇시스템학회:학술대회논문집
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    • 2001.10a
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    • pp.127.1-127
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    • 2001
  • In this paper we propose an input/output model based fault diagnosis method to detect and isolate single faults in the robot arm control system. The proposed algorithm is functionally composed of three main parts-parameter estimation, fault detection, and isolation, When a change in the system occurs, the errors between the system output and the estimated output cross a predetermined threshold, and once a fault in the system is detected, and in this zone the estimated parameters are transferred to the fault classifier by ART2(adaptive resonance theory 2) neural network for fault isolation. Since ART2 neural network is an unsupervised neural network fault classifier does not require the knowledge of all possible faults to isolate the faults occurred in the system. Simulations are carried out to evaluate the performance of the proposed ...

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