• Title/Summary/Keyword: Autonomous Robot Navigation

검색결과 307건 처리시간 0.027초

On navigation strategy of multiple autonomous mobile robots in a specified domain

  • Lee, Seog-Gyu
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1990년도 한국자동제어학술회의논문집(국제학술편); KOEX, Seoul; 26-27 Oct. 1990
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    • pp.1071-1076
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    • 1990
  • This paper proposes a navigation strategy of multiple autonomous mobile robots with communication within a specified space. Assuming that each robot has complete detectability with finite range, simple navigation strategy is derived by introducing repulsive forces between robots and attractive force between a robot and its goal point analogous to those between electric charges. When a robot is close to its goal point, a pseudo-domain based on the distance between the closest point of the domain boundary and the goal point is proposed to enhance its convergence to the goal state. This paper concludes with the results of computer simulation studies on the dynamic behavior of multiple interacting robots with the proposed navigation strategy.

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동적 환경에서 뉴로-퍼지를 이용한 웹 기반 자율 잠수 이동로봇 제어기 설계 (Design of a Web-based Autonomous Under-water Mobile Robot Controller Using Neuro-Fuzzy in the Dynamic Environment)

  • 최규종;신상운;안두성
    • 수산해양기술연구
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    • 제39권1호
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    • pp.77-83
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    • 2003
  • Autonomous mobile robots based on the Web have been already used in public places such as museums. There are many kinds of problems to be solved because of the limitation of Web and the dynamically changing environment. We present a methodology for intelligent mobile robot that demonstrates a certain degree of autonomy in navigation applications. In this paper, we focus on a mobile robot navigator equipped with neuro-fuzzy controller which perceives the environment, make decisions, and take actions. The neuro-fuzzy controller equipped with collision avoidance behavior and target trace behavior enables the mobile robot to navigate in dynamic environment from the start location to goal location. Most telerobotics system workable on the Web have used standard Internet techniques such as HTTP, CGI and Scripting languages. However, for mobile robot navigations, these tools have significant limitations. In our study, C# and ASP.NET are used for both the client and the server side programs because of their interactivity and quick responsibility. Two kinds of simulations are performed to verify our proposed method. Our approach is verified through computer simulations of collision avoidance and target trace.

HMM을 기반으로 한 자율이동로봇의 음성명령 인식시스템의 개발 (Development of Autonomous Mobile Robot with Speech Teaching Command Recognition System Based on Hidden Markov Model)

  • 조현수;박민규;이현정;이민철
    • 제어로봇시스템학회논문지
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    • 제13권8호
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    • pp.726-734
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    • 2007
  • Generally, a mobile robot is moved by original input programs. However, it is very hard for a non-expert to change the program generating the moving path of a mobile robot, because he doesn't know almost the teaching command and operating method for driving the robot. Therefore, the teaching method with speech command for a handicapped person without hands or a non-expert without an expert knowledge to generate the path is required gradually. In this study, for easily teaching the moving path of the autonomous mobile robot, the autonomous mobile robot with the function of speech recognition is developed. The use of human voice as the teaching method provides more convenient user-interface for mobile robot. To implement the teaching function, the designed robot system is composed of three separated control modules, which are speech preprocessing module, DC servo motor control module, and main control module. In this study, we design and implement a speaker dependent isolated word recognition system for creating moving path of an autonomous mobile robot in the unknown environment. The system uses word-level Hidden Markov Models(HMM) for designated command vocabularies to control a mobile robot, and it has postprocessing by neural network according to the condition based on confidence score. As the spectral analysis method, we use a filter-bank analysis model to extract of features of the voice. The proposed word recognition system is tested using 33 Korean words for control of the mobile robot navigation, and we also evaluate the performance of navigation of a mobile robot using only voice command.

무인 화물이송 이동로봇의 설계에 관한 연구 (Study on Design of Mobile Robot for Autonomous Freight Transportation)

  • 정동혁;박진일;김용태
    • 한국지능시스템학회논문지
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    • 제23권3호
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    • pp.202-207
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    • 2013
  • 본 논문은 물류 창고 내에서 화물이송을 위한 무인이송로봇을 설계 제작하고 운영기법을 제안한다. 무인이송로봇의 자율 주행을 위해서는 먼저 실시간으로 자기위치를 파악하고 목표지점까지의 경로를 추종해야 한다. 기존의 여러 방식이 제안되었지만 설치 및 유지보수에 대한 비용이 많이 들기 때문에 목적에 따라 유동적으로 작업 환경을 바꾸기는 어렵다는 단점이 있다. 무인 화물이송로봇의 리프트는 상하 운동을 통하여 수화물이 적재된 팔레트의 승하차가 가능하며, 구동 중 다양한 환경에서 여러 기능을 수행하기 위해 초음파센서, LRF센서, RFID, QR코드, 카메라를 장착하였으며, 목표지점까지 효과적으로 주행하며 화물운송을 하는 운영방법을 제안하였다. 제안한 주행 및 운영기법은 실험을 통하여 검증하였다.

Generalised Non Error-Accumulative Quantisation Algorithm with feedback loop

  • Koh, Kyoung-Chul;Choi, Byoung-Wook
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2004년도 ICCAS
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    • pp.1269-1274
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    • 2004
  • This paper presents a new quantisation algorithm which has the closed-loop form and guarantees the boundness of accumulative error. This algorithm is particularly useful for mobile robot navigation that is usually implemented on embedded systems. If wheel commands of the mobile robot are given by velocity or positional increment at every control instant and quantised due to finite word length of controller's CPU, the quantisation error gets accumulated to causes large position error. Such an error accumulative characteristic is fatal for non wheeled mobile robots or autonomous vehicles with non-holonomic constraint. To solve this problem, we propose a non-error accumulative quantisation algorithm with closed-loop form. We also show it can be extend to a generalized form corresponding to the n-th order accumulation. The boundness of the accumulative quantisation error is investigated by a series of computer simulation. The proposed method is particularly effective to precise navigation control the autonomous mobile robots.

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퍼지를 이용한 자율이동로봇의 이동경로 추종 (Moving Path Following of Autonomous Mobile Robot using Fuzzy)

  • 김은석;주기세
    • 한국정밀공학회지
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    • 제17권5호
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    • pp.84-92
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    • 2000
  • Recently, the progress of industrialization has been taken concern of material handling automation. So for, the conveyor belt has been popular for material handling. However, this system has many disadvantages such as the space, cost, etc. In this paper, a new navigation algorithm using fuzzy is introduced. The mobile robot follows a line installed on the roads. These informations are inputted with three approximate sensors. These obtained informations are analyzed with fuzzy control technique fur autonomous steering. Therefore, unlike existing systems, high reliability is guaranteed under bad environment conditions. The installation and maintenance of a line is easily made at lower cost. This developed mobile robot can be applied to material handling automation in manufacturing system, hospital, inter-office document del ivory.

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무선 네트워크 기반 자율주행 시스템 설계 (Design of Autonomous Navigation Systems based on Wireless Networks)

  • 박혜공;이형근;권순학
    • 한국지능시스템학회논문지
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    • 제22권4호
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    • pp.435-440
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    • 2012
  • 최근 산업 현장에서 자율주행 시스템에 관한 관심이 날로 증대되고 있다. 자율이동 로봇을 포함한 자율주행 시스템은 인간의 지속적인 도움 없이 거칠고 변화하며 구조화되지 않으면서도 불확실한 주변 환경에서 원하는 작업을 수행할 수 있는 능력을 지녀야 한다. 이를 위해서 근거리 무선통신 네트워크로 로봇 간 서로 교신을 하여 위치 및 상태 등의 정보를 공유를 통해 원만한 자율 주행을 할 수 있는 시스템의 설계가 요구된다. 본 논문에서는 센서 네트워크 및 무선네트워크에 기반한 자율주행 시스템을 개발하고 실험을 통하여 개발된 시스템의 성능을 검증한다.

다층 실내 환경에서 계단 극복이 가능한 궤도형 로봇의 신뢰성 있는 자율 주행 정찰 시스템 (Reliable Autonomous Reconnaissance System for a Tracked Robot in Multi-floor Indoor Environments with Stairs)

  • 노주형;김보성;김도경;김지혁;심현철
    • 로봇학회논문지
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    • 제19권2호
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    • pp.149-158
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    • 2024
  • This paper presents a robust autonomous navigation and reconnaissance system for tracked robots, designed to handle complex multi-floor indoor environments with stairs. We introduce a localization algorithm that adjusts scan matching parameters to robustly estimate positions and create maps in environments with scarce features, such as narrow rooms and staircases. Our system also features a path planning algorithm that calculates distance costs from surrounding obstacles, integrated with a specialized PID controller tuned to the robot's differential kinematics for collision-free navigation in confined spaces. The perception module leverages multi-image fusion and camera-LiDAR fusion to accurately detect and map the 3D positions of objects around the robot in real time. Through practical tests in real settings, we have verified that our system performs reliably. Based on this reliability, we expect that our research team's autonomous reconnaissance system will be practically utilized in actual disaster situations and environments that are difficult for humans to access, thereby making a significant contribution.

단일 초음파센서를 이용한 자율 주행 로봇의 경로 계획용 지도작성 (Map-Building for Path-Planning of an Autonomous Mobile Robot Using a Single Ultrasonic Sensor)

  • 김영근;김학일
    • 대한전기학회논문지:시스템및제어부문D
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    • 제51권12호
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    • pp.577-582
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    • 2002
  • The objective of this paper is to produce a weighted graph map for path-planning of an autonomous mobile robot(AMR) based on the measurements from a single ultrasonic sensor, which are acquired when the autonomous mobile robot explores unknown indoor circumstance. The AMR navigates in th unknown space by following the wall and gathers the range data using the ultrasonic sensor, from which the occupancy grid map is constructed by associating the range data with occupancy certainties. Then, the occupancy grid map is converted to a weighted graph map suing morphological image processing and thinning algorithms. the path- planning for autonomous navigation of a mobile robot can be carried out based on the occupancy grid map. These procedures are implemented and tested using an AMR, and primary results are presented in this paper.

Mobile Robot Navigation using a Dynamic Multi-sensor Fusion

  • Kim, San-Ju;Jin, Tae-Seok;Lee, Oh-Keol;Lee, Jang-Myung
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 2003년도 ISIS 2003
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    • pp.240-243
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    • 2003
  • In this study, as the preliminary step far developing a multi-purpose Autonomous robust carrier mobile robot to transport trolleys or heavy goods and serve as robotic nursing assistant in hospital wards. The aim of this paper is to present the use of multi-sensor data fusion such as sonar, IR sensor for map-building mobile robot to navigate, and presents an experimental mobile robot designed to operate autonomously within both indoor and outdoor environments. Smart sensory systems are crucial for successful autonomous systems. We will give an explanation for the robot system architecture designed and implemented in this study and a short review of existing techniques, since there exist several recent thorough books and review paper on this paper. It is first dealt with the general principle of the navigation and guidance architecture, then the detailed functions recognizing environments updated, obstacle detection and motion assessment, with the first results from the simulations run.

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