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직교좌표계 가속도 외란 추정을 통한 충돌 감지 알고리즘 개발 KCI 등재

Development of Collision Detection Method Using Estimation of Cartesian Space Acceleration Disturbance

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  • URLhttps://db.koreascholar.com/Article/Detail/331417
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로봇학회논문지 (The Journal of Korea Robotics Society)
한국로봇학회 (Korea Robotics Society)
초록

In this paper, we propose a new collision detection algorithm for human-robot collaboration. We use an IMU sensor located at the tip of the manipulator and the kinematic behavior of the manipulator to detect the unexpected collision between the robotic manipulator and environment. Unlike other method, the developed algorithm uses only the kinematic relationship between the manipulator joint and the end effector. Therefore, the collision estimation signal is not affected by the error of the dynamics model. The proposed collision detection algorithm detects the collision by comparing the estimated acceleration of the end effector derived from the position, velocity and acceleration trajectories of the robot joints with the actual acceleration measured by the sensor. In simulation, we compare the performance of our method with the conventional Residual Observer (ROB). Our method is less sensitive to the load variation because of the independency on the dynamic modeling of the manipulator.

저자
  • 정병진(Mechanical Engineering, Sunkyunkwan University, Korea Electronics Technology Institute) | Byung-jin Jung
  • 문형필(Mechanical Engineering, Sunkyunkwan University) | Hyungpil Moon Corresponding author