日本フィジカルAI新聞

世界のフィジカルAIを、日本語で。

ヒューマンインターフェースarXiv:1905.11191

ロボット手術のための直感的な足操作インターフェースの開発

Development of an Intuitive Foot-Machine Interface for Robotic Surgery

シェア:XThreadsFacebookLINEはてブBluesky

手術支援ロボットの第3の腕を足で操作するため、バネと力センサを用いた受動ハプティック足インターフェースを開発し、被験者実験でマッピングモデルを検証した論文。

著者: Huang Yanpei

分類: cs.RO

原文アブストラクト

The human-machine interface is of critical importance for master-slave control of the robotic system for surgery, in which current systems offer the control or two robotic arms teleoperated by the surgeon's hands. To relax the need for surgical assistants and augment dexterity in surgery, it has been recently proposed to use a robot like a third arm that can be controlled seamlessly, independently from the natural arms, and work together with them. This report will develop and investigate this concept by implementing foot control of a robotic surgical arm. A novel passive haptic foot-machine interface system and analysis of its performances were introduced in this report. This interface using a parallel-serial hybrid structure with springs and force sensors, which allows intuitive control of a slave robotic arm with four degrees of freedom (dof). The elastic isometric design enables a user to control the interface system accurately and adaptively, with an enlarged sensing range breaking the physical restriction of the pedal size. A subject specific (independent component analysis, ICA) model is identified to map the surgeon's foot movements into kinematic parameters of the slave robotic arm. To validate the system and assess the performance it allows, 10 subjects carried out experiments to manipulate the foot-machine interface system in various movements. With these experimental data, the mapping models were built and verified. A comparison between different mapping models was made and analyzed proving the ICA algorithm is obviously dominant over other methods.

関連論文

  1. 1Boston Dynamics、車輪付きAtlasの研究試作機を紹介研究・技術
  2. 2GXOとApptronik、Apolloの物流現場試験を拡大 最大1,000台の展開を構想量産・展開
  3. 3NVIDIA、CoRLでGR00T 2とIsaac Lab 3.0を発表新製品・発表
  4. 4newmoとKDDIが資本業務提携 2028年に堺市で自動運転タクシー商用化目指す提携・買収
  5. 5UC BerkeleyとNVIDIAの研究者、AIエージェントでロボット制御コードを仮想環境で改善研究・技術
PR本紙発行元 EmplifAI