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マニピュレーションarXiv:2403.13079

力覚センサ不要の電流ベースインピーダンス制御による移動マニピュレータとのインタラクション

Current-Based Impedance Control for Interacting with Mobile Manipulators

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力・トルクセンサを持たない電流制御型ロボット向けに、アクチュエータの電流-トルク比と摩擦を校正してインピーダンス制御を実現し、移動マニピュレータの柔軟な操作と追従動作を可能にした。

著者: Jelmer de Wolde, Luzia Knoedler, Gianluca Garofalo, Javier Alonso-Mora

分類: cs.RO, cs.SY, eess.SY

原文アブストラクト

As robots shift from industrial to human-centered spaces, adopting mobile manipulators, which expand workspace capabilities, becomes crucial. In these settings, seamless interaction with humans necessitates compliant control. Two common methods for safe interaction, admittance, and impedance control, require force or torque sensors, often absent in lower-cost or lightweight robots. This paper presents an adaption of impedance control that can be used on current-controlled robots without the use of force or torque sensors and its application for compliant control of a mobile manipulator. A calibration method is designed that enables estimation of the actuators' current/torque ratios and frictions, used by the adapted impedance controller, and that can handle model errors. The calibration method and the performance of the designed controller are experimentally validated using the Kinova GEN3 Lite arm. Results show that the calibration method is consistent and that the designed controller for the arm is compliant while also being able to track targets with five-millimeter precision when no interaction is present. Additionally, this paper presents two operational modes for interacting with the mobile manipulator: one for guiding the robot around the workspace through interacting with the arm and another for executing a tracking task, both maintaining compliance to external forces. These operational modes were tested in real-world experiments, affirming their practical applicability and effectiveness.

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