Sensorimotor-inspired Tactile Feedback and Control Improve Consistency of Prosthesis Manipulation in the Absence of Direct Vision

2021 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS)(2021)

引用 8|浏览3
暂无评分
摘要
The lack of haptically aware upper-limb prostheses forces amputees to rely largely on visual cues to complete activities of daily living. In contrast, non-amputees inherently rely on conscious haptic perception and automatic tactile reflexes to govern volitional actions in situations that do not allow for constant visual attention. We therefore propose a myoelectric prosthesis system that reflects these concepts to aid manipulation performance without direct vision. To implement this design, we constructed two fabric-based tactile sensors that measure contact location along the palmar and dorsal sides of the prosthetic fingers and grasp pressure at the tip of the prosthetic thumb. Inspired by the natural sensorimotor system, we use the measurements from these sensors to provide vibrotactile feedback of contact location and implement a tactile grasp controller with reflexes that prevent over-grasping and object slip. We compare this tactile system to a standard myoelectric prosthesis in a challenging reach-to-pick-and-place task conducted without direct vision; 17 non-amputee adults took part in this single-session between-subjects study. Participants in the tactile group achieved more consistent high performance compared to participants in the standard group. These results show that adding contact-location feedback and reflex control increases the consistency with which objects can be grasped and moved without direct vision in upper-limb prosthetics.
更多
查看译文
关键词
conscious haptic perception,automatic tactile reflexes,volitional actions,constant visual attention,myoelectric prosthesis system,manipulation performance,fabric-based tactile sensors,measure contact location,prosthetic fingers,prosthetic thumb,natural sensorimotor system,vibrotactile feedback,tactile grasp controller,tactile system,myoelectric prosthesis,nonamputee adults,tactile group,consistent high performance,contact-location feedback,reflex control,upper-limb prosthetics,sensorimotor-inspired tactile feedback,prosthesis manipulation,upper-limb prostheses forces amputees,nonamputees
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要