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방향을 가진 물체 인식 알고리즘과 조립 전략을 활용한 단일 하네스 케이블 조립 공정
- 이승민;
- 정앤드류;
- 정석환
초록
In this paper, we introduce a novel harness cable assembly process for a single wire. The assembly process consists of two main procedures. First, with a single RGB camera, an oriented object detection algorithm was utilized to detect the orientation as well as the position of the cable. Through a series of calibration processes, the pose of the cable in camera coordinates was converted to that in robot coordinates and transmitted to a manipulator. Then, a 6-DOF manipulator performed a precise peg-in-hole task for the cable assembly through three assembly strategies; angle correction, lean-and-slide, and weaving. The feasibility of the proposed assembly process was validated with a success rate of 92 % by implementing several single-wire assembly tasks.
키워드
- 제목
- 방향을 가진 물체 인식 알고리즘과 조립 전략을 활용한 단일 하네스 케이블 조립 공정
- 제목 (타언어)
- Harness Cable Assembly Process for a Single Wire Through Oriented Object Detection Algorithm and Assembling Strategies
- 저자
- 이승민; 정앤드류; 정석환
- 발행일
- 2023-04
- 저널명
- Military Robotics Society
- 권
- 2
- 호
- 2
- 페이지
- 6 ~ 12