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Sensory Substitution for Force Feedback Recovery: A Perception Experimental Study

机译:力反馈恢复的感觉替代:感知实验研究。

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Robotic-assisted surgeries are commonly used today as a more efficient alternative to traditional surgical options. Both surgeons and patients benefit from those systems, as they offer many advantages, including less trauma and blood loss, fewer complications, and better ergonomics. However, a remaining limitation of currently available surgical systems is the lack of force feedback due to the teleoperation setting, which prevents direct interaction with the patient. Once the force information is obtained by either a sensing device or indirectly through vision-based force estimation, a concern arises on how to transmit this information to the surgeon. An attractive alternative is sensory substitution, which allows transcoding information from one sensory modality to present it in a different sensory modality. In the current work, we used visual feedback to convey interaction forces to the surgeon. Our overarching goal was to address the following question: How should interaction forces be displayed to support efficient comprehension by the surgeon without interfering with the surgeon's perception and workflow during surgery? Until now, the use the visual modality for force feedback has not been carefully evaluated. For this reason, we conducted an experimental study with two aims: (1) to demonstrate the potential benefits of using this modality and (2) to understand the surgeons' perceptual preferences. The results derived from our study of 28 surgeons revealed a strong positive acceptance of the users (96%) using this modality. Moreover, we found that for surgeons to easily interpret the information, their mental model must be considered, meaning that the design of the visualizations should fit the perceptual and cognitive abilities of the end user. To our knowledge, this is the first time that these principles have been analyzed for exploring sensory substitution in medical robotics. Finally, we provide user-centered recommendations for the design of visual displays for robotic surgical systems.
机译:如今,机器人辅助手术已成为传统外科手术方法的更有效替代方法。外科医生和患者都受益于这些系统,因为它们具有许多优势,包括更少的创伤和失血,更少的并发症以及更好的人体工程学。然而,当前可用的外科手术系统的剩余限制是由于遥距操作设置而导致的力反馈的缺乏,这阻止了与患者的直接交互。一旦通过感测设备或者间接地通过基于视觉的力估计获得了力信息,就会出现关于如何将该信息传输给外科医生的担忧。一个有吸引力的替代方法是感觉替代,它允许对来自一种感觉模态的信息进行转码,以将其呈现在不同的感觉模态中。在当前的工作中,我们使用视觉反馈将交互作用力传达给外科医生。我们的首要目标是解决以下问题:如何显示相互作用力以支持外科医生的有效理解,而又不干扰外科医生在手术过程中的感知和工作流程?到目前为止,尚未仔细评估使用视觉方式进行力反馈的情况。因此,我们进行了一项实验性研究,其目标是两个:(1)演示使用这种方式的潜在好处;(2)了解外科医生的感知偏好。我们对28位外科医生的研究得出的结果表明,使用这种方式的使用者(96%)受到了强烈的肯定。此外,我们发现,为了使外科医生能够轻松地解释信息,必须考虑他们的心理模型,这意味着可视化的设计应适合最终用户的感知和认知能力。据我们所知,这是首次对这些原理进行分析以探索医疗机器人技术中的感觉替代。最后,我们为机器人手术系统的视觉显示设计提供以用户为中心的建议。

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