Effect of Vibrotactile Feedback on the Control of the Interaction Force of a Supernumerary Robotic Arm

IF 2.1 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Machines Pub Date : 2023-12-13 DOI:10.3390/machines11121085
Silvia Buratti, Davide Deiana, A. Noccaro, Mattia Pinardi, G. di Pino, Domenico Formica, N. Jarrassé
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Abstract

Supernumerary robotic limbs are mainly designed to augment the physical capabilities of able-bodied individuals, in a wide range of contexts from body support to surgery. When they are worn as wearable devices, they naturally provide inherent feedback due to the mechanical coupling with the human body. The user can, thus, perceive the interaction with the environment by relying on a combination of visual and inherent feedback. However, these can be inefficient in accomplishing complex tasks, particularly in the case of visual occlusion or variation in the environment stiffness. Here, we investigated whether, in a force-regulation task using a wearable supernumerary robotic arm (SRA), additional vibrotactile feedback can increase the control performance of participants compared to the inherent feedback. Additionally, to make the scenario more realistic, we introduced variations in the SRA’s kinematic posture and in the environment stiffness. Notably, our findings revealed a statistically significant improvement in user performance over all the evaluated metrics while receiving additional vibrotactile feedback. Compared to inherent feedback alone, the additional vibrotactile feedback allowed participants to exert the required force faster (p < 0.01), to maintain it for longer (p < 0.001), and with lower errors (p < 0.001). No discernible effects related to the SRA’s posture or environment stiffness were observed. These results proved the benefits of providing the user with additional vibrotactile feedback to convey the SRA’s force during interaction tasks.
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振动触觉反馈对超编机械臂交互力控制的影响
超常机械肢体主要用于增强健全人的体能,适用于从身体支撑到外科手术等各种情况。当它们作为可穿戴设备佩戴时,由于与人体的机械耦合,自然会提供固有的反馈。因此,用户可以依靠视觉和固有反馈的结合来感知与环境的交互。然而,在完成复杂任务时,这些反馈可能效率不高,尤其是在视觉遮挡或环境硬度变化的情况下。在此,我们研究了在使用可穿戴编外机械臂(SRA)进行力调节任务时,与固有反馈相比,额外的振动触觉反馈是否能提高参与者的控制性能。此外,为了使场景更加逼真,我们在 SRA 的运动姿态和环境硬度中引入了变化。值得注意的是,我们的研究结果表明,在接受额外的振动反馈时,用户在所有评估指标上的表现都有了统计学意义上的显著提高。与单独的固有反馈相比,额外的振动反馈能让参与者更快地施加所需的力(p < 0.01),维持更长时间(p < 0.001),误差更小(p < 0.001)。没有观察到与 SRA 的姿势或环境硬度有关的明显影响。这些结果证明了在交互任务中为用户提供额外的振动触觉反馈来传递 SRA 力的好处。
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来源期刊
Machines
Machines Multiple-
CiteScore
3.00
自引率
26.90%
发文量
1012
审稿时长
11 weeks
期刊介绍: Machines (ISSN 2075-1702) is an international, peer-reviewed journal on machinery and engineering. It publishes research articles, reviews, short communications and letters. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. Full experimental and/or methodical details must be provided. There are, in addition, unique features of this journal: *manuscripts regarding research proposals and research ideas will be particularly welcomed *electronic files or software regarding the full details of the calculation and experimental procedure - if unable to be published in a normal way - can be deposited as supplementary material Subject Areas: applications of automation, systems and control engineering, electronic engineering, mechanical engineering, computer engineering, mechatronics, robotics, industrial design, human-machine-interfaces, mechanical systems, machines and related components, machine vision, history of technology and industrial revolution, turbo machinery, machine diagnostics and prognostics (condition monitoring), machine design.
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