• Title/Summary/Keyword: AGV (Autonomous Guided Vehicle)

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An Optimal Path Planning of the Autonomous Guided Vehicle in the Environment with Dynamic Obstacles (동적 장애물 환경에서 자율운송장치의 최적 경로 계획)

  • Lee, Yun-Bae
    • The Transactions of the Korea Information Processing Society
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    • v.2 no.3
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    • pp.343-353
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    • 1995
  • The path navigation of autonomous guided vehicle(AGV) or autonomous mobile robot(AMR) assumed that the environment was completely known and the obstacles were fixed. So that, in an environment only partly known or not known at all, the previous works were not successful since the path exploration techniques involved in the work were neither directly applicable nor extensible. In order to improve such problems, this paper was adopted the quadtree technique and proposed the algorithm for an optimal path planning autonomously in an environment and proved a validity through a simulation.

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Line Tracking Method of AGV using Sensor Fusion (센서융합을 이용한 AGV의 라인 트레킹 방법)

  • Jung, Kyung-Hoon;Kim, Jung-Min;Park, Jung-Je;Kim, Sung-Shin;Bae, Sun-Il
    • Journal of the Korean Institute of Intelligent Systems
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    • v.20 no.1
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    • pp.54-59
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    • 2010
  • This paper present to study the guidance system as localization technique using sensor fusion and line tracking technique using virtual line for AGV(autonomous guided vehicle). An existing AGV could drive on decided line only. And representative guidance systems of such guidance system are magnet-gyro guidance and wired guidance. However, those have had the high cost of installation and maintenance, and the difficulty of system change according to variation of working environment. To solve such problems, we make the localization system which is fused with a laser navigation and gyro, encoder. The system is robust against noise, and flexible according to working environment through sensor fusion. For line tracking of laser navigation without wire guidance, we set the virtual line in program, and design the driving controller based on difference of angle and distance between AGV's position and decided virtual line. To experiment, we use the AGV which is made by ourselves, and experiment the line tracking repeatedly on same experimental environment. In result, maximum distance error between decided virtual line and AGV's position was less than 49.93mm, and we verified that the proposed system is efficient for line tracking of actual AGV.

Path-tracking of free-ranging AGV using encorders and gyroscope (엔코더와 자이로스코프를 사용한 무궤도 AGV의 위치 제어)

  • Choi, Kwang-Sup;Park, Tae-Hyoung
    • Proceedings of the KIEE Conference
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    • 2007.10a
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    • pp.327-328
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    • 2007
  • This paper is to develop the path-tracking of free-ranging AGV(Autonomous Guided Vehicle). Encorders are used to trace the location of the AGV. A gyroscope is used to complement encorders that have the error accumulation problem by increasing the distance covered. A sensor fusion technique is applied to correct the error. The path of the AGV is controlled by kinematics and PID which is obtained the data from the sensor fusion. Experimental results are presented to verify the efficiency of proposed method.

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A Study on Steering Performance Improvement of the AGV using Cell-Mediated Immune Algorithm (세포성 면역 알고리즘을 이용한 AGV의 조향 성능 향상에 관한 연구)

  • Lee, Y.J.;Sohn, J.H.;Lee, J.W.;Cho, H.C.;Lee, K.S.
    • Proceedings of the KIEE Conference
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    • 2000.07d
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    • pp.2572-2574
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    • 2000
  • In this paper, cell-mediated immune algorithm(CMIA) controller was proposed and applied for the autonomous guided vehicle(AGV) driving. It was based on specific immune response of the biological immune system which is the cell-mediated immunity. To verify the performance of the designed CMIA controller, some experiments were performed for the control of steering and speed of AGV. And then the displacement and speed tracking error of the AGV was mainly investigated. As results, the capability of realization and reliableness were proved by comparing the response characteristics of the classical controller with the proposed CMIA controller.

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A New Dynamic Routing Algorithm for Multiple AGV Systems : Nonstop Preferential Detour Algorithm (다중무인운반차 시스템의 새로운 동적경로계획 알고리즘 : 비정지우선 우회 알고리즘)

  • Sin, Seong-Yeong;Jo, Gwang-Hyeon
    • Journal of Institute of Control, Robotics and Systems
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    • v.8 no.9
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    • pp.795-802
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    • 2002
  • We present a new dynamic routing scheme for multiple autonomous guided vehicles (AGVs) systems. There have been so many results concerned with scheduling and routing of multiple AGV systems; however, most of them are only applicable to systems with a small number of AGVs under a low degree of concurrency. With an increased number of AGVs in recent applications, these AGV systems are faced with another problem that has never been occurred in a system with a small number AGVs. This is the stop propagation problem. That is, if a leading AGV stops then all the following AGVs must stop to avoid any collision. In order to resolve this problem, we propose a nonstop preferential detour (NPD) algorithm which is a new dynamic routing scheme employing an election algorithm. For real time computation, we introduce two stage control scheme and propose a new path searching scheme, k-via shortest path scheme for an efficient dynamic routing algorithm. Finally, the proposed new dynamic routing scheme is illustrated by an example.

보급형 센서를 장착한 자율주행로봇의 위치제어기 설계 및 제작

  • 홍순학;최병홍;한석균;박종현;김용일
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1993.10a
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    • pp.566-569
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    • 1993
  • This paper presents the design and implementation of an industrial controller for an autonomous guided vehicle(AGV) with economic sensor. A guidance scheme provides accurate tracking and achieves faster minimizing oftracking error. A sensor at the center provides the position and orientation of the vehicle relative to the track. Control laws that make use of this information have been devised to achieve accurate and fast tracking. The gains are modified on-line to achieve proper tracking. The simulation and implementation results are provided for the illustration of the implemented controller.

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On Safety Improvement through Process Establishment for SOTIF Application of Autonomous Driving Logistics Robot

  • Choi, Kyoung Lak;Kim, Min Joong;Kim, Young Min
    • International Journal of Internet, Broadcasting and Communication
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    • v.14 no.1
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    • pp.209-218
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    • 2022
  • Today, with the development of the Internet and mobile technology, consumers' purchasing patterns have shifted from offline to online. In addition, due to the recent COVID-19, online purchases have significantly increased, and accordingly, the courier industry for logistics delivery has also grown significantly. Various logistics robots are being operated in many industrial and can reduce the labor intensity and physical and mental fatigue of workers. However, if the logistics robot does not properly recognize the people or environment around it, it can lead to a serious accident. We conducted that how logistics robots can perform safe work in a working environment such as a logistics warehouse through the application of ISO/DIS 21448 (SOTIF) to autonomous logistics transport robots. This result is expected to contribute to the operation of unmanned logistics warehouses using AGV.

A Design of Adaptive Controller based on Immune System (면역시스템에 기반한 적응제어기 설계에 관한 연구)

  • Lee Kwon Soon;Lee Young Jin
    • Journal of Institute of Control, Robotics and Systems
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    • v.10 no.12
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    • pp.1137-1147
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    • 2004
  • In this paper, we proposed two types of adaptive control mechanism which is named HIA(Humoral Immune Algorithm) PID and CMIA(Cell-Mediated Immune Algorithm) controller based on biological immune system under engineering point of view. The HIA PID which has real time control scheme is focused on the humoral immunity and the latter which has the self-tuning mechanism is focused on the T-cell regulated immune response. To verify the performance of the proposed controller, some experiments for the control of AGV which is used for the port automation to carry container without human are performed. The experimental results for the control of steering and speed of an AGV system illustrate the effectiveness of the proposed control scheme. Moreover, in that results, proposed controllers have better performance than other conventional PID controller and intelligent control method which is the NN(neural network) PID controller.

Fuzzy Logic Controller for a Mobile Robot Navigation (퍼지제어기를 이용한 무인차 항법제어)

  • Chung, Hak-Young;Lee, Jang-Gyu
    • Proceedings of the KIEE Conference
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    • 1991.07a
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    • pp.713-716
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    • 1991
  • This paper describes a methodology of mobile robot navigation which is designed to carry heavy payloads at high speeds to be used in FMS(Flexible Manufacturing System) without human control. Intelligent control scheme using fuzzy logic is applied to the navigation control. It analyzes sensor readings from multi-sensor system, which is composed of ultrasonic sensors, infrared sensors and odometer, for environment learning, planning, landmark detecting and system control. And it is implemented on a physical robot, AGV(Autonomous Guided Vehicle) which is a two-wheeled, indoor robot. An on-board control software is composed of two subsystems, i.e., AGV control subsystem and Sensor control subsystem. The results show that the navigation of the AGV is robust and flexible, and a real-time control is possible.

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A Study of Line Recognition and Driving Direction Control On Vision based AGV (Vision을 이용한 자율주행 로봇의 라인 인식 및 주행방향 결정에 관한 연구)

  • Kim, Young-Suk;Kim, Tae-Wan;Lee, Chang-Goo
    • Proceedings of the KIEE Conference
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    • 2002.07d
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    • pp.2341-2343
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    • 2002
  • This paper describes a vision-based line recognition and control of driving direction for an AGV(autonomous guided vehicle). As navigation guide, black stripe attached on the corridor is used. Binary image of guide stripe captured by a CCD camera is used. For detect the guideline quickly and extractly, we use for variable thresholding algorithm. this low-cost line-tracking system is efficiently using pc-based real time vision processing. steering control is studied through controller with guide-line angle error. This method is tested via a typical agv with a single camera in laboratory environment.

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