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A Deadband-Based Method for User Effort Reduction in Human-Robot Shared Control

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Abstract In a human-robot collaboration framework, the authority over the execution of tasks can be shared between the human user and the automatic controller. In case of disagreement, the human… Click to show full abstract

Abstract In a human-robot collaboration framework, the authority over the execution of tasks can be shared between the human user and the automatic controller. In case of disagreement, the human user may exert a significant amount of effort opposing the robotic counterpart. Therefore, a prompt assessment of user intent is of the utmost importance in shared systems. In this paper a novel strategy, inspired by anti-windup techniques, is proposed to adjust the component of automatic control according to the sensed human effort. A haptic human-robot interface is developed and the method is validated in a shared control application in which both the human user and the automatic controller can steer a simulated ground vehicle. Evidence is shown that the proposed method can reduce the required human effort, with performance comparable to the state-of-the-art.

Keywords: human user; effort; shared control; human robot

Journal Title: IFAC-PapersOnLine
Year Published: 2019

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