• Title/Summary/Keyword: 학습백터양자화

검색결과 1건 처리시간 0.014초

이동형 머니퓰레이터의 숫자버튼 조작을 위한 시각제어 시스템 개발 (Development of a Visual Servo System in a Mobile Manipulator for Operating Numeral Buttons)

  • 박민규;이민철;주원동
    • 한국정밀공학회지
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    • 제21권7호
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    • pp.92-100
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    • 2004
  • A service robot is expected to be useful in indoor environment such as a hotel, a hospital and so on. However, many service robots are driven by wheels so that they cannot climb stairs to move to other floors. If the robot cannot use elevators. In this paper, the mobile manipulator system was developed, which can operate numeral buttons on the operating panel in the elevator. To perform this task, the robot is composed of an image recognition module, an ultrasonic sensor module and a manipulator. The robot can recognize numeral buttons and an end-effector in manipulator by the vision system. The Learning vector quantization (LVQ) algorithm is used to recognize the number on the button. The barcode mark on the end-effector is used to recognize the end-effector. The manipulator can push numeral buttons using informations captured by the vision system. The proposed method is evaluated by experiments.