• Title/Summary/Keyword: autonomous robot

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

  • Cho, Hyeon-Soo;Park, Min-Gyu;Lee, Hyun-Jeong;Lee, Min-Cheol
    • Journal of Institute of Control, Robotics and Systems
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    • v.13 no.8
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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.

Bio-mimetic Quadruped Walking Robot with Autonomous Eating Function (자율섭취기능을 갖는 생체 모방형 4족 보행로봇)

  • Park Se-Hoon;Kim Kyung-Ho;Jung Kil-Woong;Kim Goan-Hun;Lee Yun-Jung
    • Journal of Institute of Control, Robotics and Systems
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    • v.12 no.4
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    • pp.320-327
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    • 2006
  • This paper introduces a new entertainment robot called ELIRO-II(Eating Lizard RObot version 2)which is a bio-mimetic quadruped walking robot with autonomous eating function. We focus on the realization of the behavior of an animal, i.e., wandering around to find food and eating food. The ELIRO-II is modeled after a lizard, which has four legs, 2-DOF waist-joint, an eye part, a mouth part and a stomach part. The effectiveness of the developed robot is shown through real experiments.

Development of Real-Time Control Software for Autonomous Mobile Robot (자율 주행 로봇의 실시간 제어 소프트웨어의 개발)

  • Lee, Jong-Hyuk;Jo, Eu-Teum;Jeong, Hyeon-A;Kim, Hyung-Shin
    • Journal of Institute of Control, Robotics and Systems
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    • v.17 no.4
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    • pp.336-345
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    • 2011
  • In this paper, we introduce software development process for autonomous mobile robot with LEGO RCX. The software is designed from course analysis and a series of software design processes are applied for the development. Various control methods are devised to identify robot's location and to optimize the running strategy. To assure realtime property and reliability of the software, we adopted software engineering processes during the development. In this paper, we report the detailed software design processes and the implementation result that we have experienced with our practical LEGO robot platform.

Design and Control of a Six-degree of Freedom Autonomous Underwater Robot 'CHALAWAN'

  • Chatchanayuenyong, T.;Parnichkun, M.
    • 제어로봇시스템학회:학술대회논문집
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    • 2004.08a
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    • pp.1110-1115
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    • 2004
  • Water covers two-thirds of the earth and has a great influence on the future existence of all human being. Thailand has extensive coastline and near shore water that contain vast biological and mineralogical resources. The rivers and canals can be found around the country especially in the Bangkok, which once called the Venice of the East. Autonomous underwater robot (AUR) will be soon a tool to help us better understand water resources and other environmental issues. This paper presents the design and basic control of a six-degree of freedom AUR "Chalawan", which was constructed to be used as a testbed for shallow. It is a simple low cost open-frame design, which can be modified easily to supports various research areas in the underwater environment. It was tested with a conventional proportional-integral-derivative (PID) controller. After fine-tuning of the controller gains, the results showed the controller's good performances. In the future, the dynamic model of the robot will be analyzed and identified. The advanced control algorithm will be implemented based on the obtained model.

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Development of Autonomous Decentralized Control System Simulator using Micro Mobile Robot (소형 이동로봇을 이용한 자율 분산제어용 시뮬레이터의 개발)

  • 이재동;정해용;김상봉
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1995.10a
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    • pp.323-326
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    • 1995
  • During a fast decade, an automatic control technology makes an aggressive improvement with the developments of computer and communication technology. In large scale and complicated systems, an autonomous decentralized control system is required in which the sub-systems must have some ability such that the self-judgement and self-performance functions. In this paper, we propose an algorithm to realized these functions using micro mobile robot which is applied to a control of a werehouse. The proposed algorithm is based on performance index, and the selecting rules of the task between the sub-systems are induced by the index. Also, it is effected by weighting function which is determined by environment and kind of works. To verify the effectiveness of this algorithm, we develop the simulator to implement the autonomous decentralized control and apply to the micro mobile robot on the PC machine.

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Real-Time Fuzzy Neural Network Control for Real-Time Autonomous Cruise of Mobile Robot (자율주행 이동로봇의 실시간 퍼지신경망 제어)

  • 정동연;김종수;한성현
    • Journal of the Korean Society for Precision Engineering
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    • v.20 no.7
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    • pp.155-162
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    • 2003
  • We propose a new technique far real-tine controller design of a autonomous cruise mobile robot with three drive wheels. The proposed control scheme uses a Caussian function as a unit function in the fuzzy neural network. and a back propagation algorithm to train the fuzzy neural network controller in the framework of the specialized learning architecture. It is proposed a learning controller consisting of two neural network-fuzzy based on independent reasoning and a connection net with fixed weights to simply the neural networks-foray. The control performance of the proposed controller is illustrated by performing the computer simulation for trajectory tracking of the speed and azimuth of a autonomous cruise mobile robot driven by three independent wheels.

Real-Time Control for Autonomous Cruise of Mobile Robot Using Fuzzy Neural Network (퍼지신경망을 이용한 자율주행 이동로봇의 실시간 제어)

  • 정동연;이우송;한성현
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2003.06a
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    • pp.1697-1700
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    • 2003
  • We propose a new technique for real-time controller design of a autonomous cruise mobile robot with three drive wheels. The proposed control scheme uses a Gaussian function as a unit function in the fuzzy neural network, and a back propagation algorithm to train the fuzzy neural network controller in the framework of the specialized learning architecture. It is proposed a learning controller consisting of two neural network-fuzzy based on independent reasoning and a connection net with fixed weights to simply the neural networks-fuzzy. The control performance of the proposed controller is illustrated by performing the computer simulation for trajectory tracking of the speed and azimuth of a autonomous cruise mobile robot driven by three independent wheels.

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Local Path Planning Design of Autonomous Mobile Robot using The Direction Indicator Rules Learning (조향규칙 학습을 이용한 자율주행로봇의 지역경로계획설계)

  • Park, Kyung-Seok;Choi, Han-Soo;Jeong, Heon
    • Proceedings of the IEEK Conference
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    • 2002.06e
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    • pp.25-28
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    • 2002
  • The path planning of autonomous mobile robot use two method. One is global path planning and another is local path planning. In this paper, We study the local path planning of autonomous mobile robot move in unknown enviroment. This local path planning is based on neural network using the direction indicator rules learning. also the system is made up of sensor system. The motion control system for real-time execution. The experimental results show that the developed direction indicator system operates properly and strongly at circumstance.

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Genetic algorithm using the vectored fitness function for autonomous mobile robot (자율주행로봇을 위한 진화 알고리즘에서 vector화 된 fitness function의 적용)

  • Yun, Seok-Bae;Lee, Chong-Ho
    • Proceedings of the KIEE Conference
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    • 2000.07d
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    • pp.3010-3012
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    • 2000
  • In this paper. we suggest a vector fitness strategy for obstacle avoidance of autonomous mobile robot with genetic algorithm. Ordinary genetic algorithms provide not such a viable solution for autonomous running in a variant environment. because of the difficulty in fitness evaluation in real time. We show that the suggested method is efficient for the problem of autonomous mobile robot. Its control function evolves to adapt the varying environment. The experiment is done using the real mobile robot 'Khepera' with which we use a tournament genetic algorithm model with the Vectored Fitness Genetic Strategy.

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

  • Jeong, Dong-Hyuk;Park, Jin-Il;Kim, Yong-Tae
    • Journal of the Korean Institute of Intelligent Systems
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    • v.23 no.3
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    • pp.202-207
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    • 2013
  • In the paper, we design a autonomous mobile robot for freight transportation and propose an operation method of the robot in the warehouse. In order to implement autonomous navigation, it is needed to recognize the position of the robot and track the path to the target. Previous methods are hard to change the workspace environment and need high cost to install and keep a maintenance of the system. The lifter of freight transportation robot is designed to load and unload a baggage through up and down motion. Also, ultrasonic sensor, RFID, QR-code and camera sensor is used to carry out various functions while the robot navigates in the various environment. We design an operation method of the mobile robot in order to effectively arrive a goal position and transport a freight. The proposed methods are verified through various experiments.