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マニピュレーションarXiv:2211.08733

ロボットから人への受け渡し軌道に対する主観的知覚の比較

Comparing Subjective Perceptions of Robot-to-Human Handover Trajectories

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ロボットから人への物体受け渡しにおいて、到達フェーズの軌道モデルが受け手の主観的評価に与える影響をユーザー研究で調査した。

著者: Alexander Calvert, Wesley Chan, Tin Tran, Sara Sheikholeslami, Rhys Newbury, Akansel Cosgun, Elizabeth Croft

分類: cs.RO, cs.SY, eess.SY

原文アブストラクト

Robots must move legibly around people for safety reasons, especially for tasks where physical contact is possible. One such task is handovers, which requires implicit communication on where and when physical contact (object transfer) occurs. In this work, we study whether the trajectory model used by a robot during the reaching phase affects the subjective perceptions of receivers for robot-to-human handovers. We conducted a user study where 32 participants were handed over three objects with four trajectory models: three were versions of a minimum jerk trajectory, and one was an ellipse-fitting-based trajectory. The start position of the handover was fixed for all trajectories, and the end position was allowed to vary randomly around a fixed position by $\pm$3 cm in all axis. The user study found no significant differences among the handover trajectories in survey questions relating to safety, predictability, naturalness, and other subjective metrics. While these results seemingly reject the hypothesis that the trajectory affects human perceptions of a handover, it prompts future research to investigate the effect of other variables, such as robot speed, object transfer position, object orientation at the transfer point, and explicit communication signals such as gaze and speech.

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