GelStereo BioTip: Self-Calibrating Bionic Fingertip Visuotactile Sensor for Robotic Manipulation

被引:2
|
作者
Cui, Shaowei [1 ]
Wang, Shuo [1 ,2 ,3 ]
Zhang, Chaofan [1 ,2 ]
Wang, Rui [1 ]
Zhang, Boyue [1 ,2 ]
Zhang, Shaolin [1 ]
Wang, Yu [1 ]
机构
[1] Chinese Acad Sci, Inst Automat, State Key Lab Multimodal Artificial Intelligence S, Beijing 100190, Peoples R China
[2] Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
[3] Chinese Acad Sci, Ctr Excellence Brain Sci & Intelligence Technol, Shanghai 200031, Peoples R China
关键词
Robot sensing systems; Sensors; Geometry; Cameras; Deformation; Robots; Biosensors; Bionic fingertip; manipulation; ray tracing; tactile sensor; TACTILE; HAND; PERCEPTION;
D O I
10.1109/TMECH.2023.3336335
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
High-resolution visuotactile sensors are often bulky and have flat contact shapes, making it difficult to integrate into dexterous multifinger fingertips and perform manipulation tasks smoothly. In this article, we present a soft, low-cost, biomimetic fingertip-sized visuotactile sensor, which can perceive high-precision 3-D surface deformation. This novel sensor, named GelStereo BioTip, adopts stereo vision system to robustly acquire 3-D deformation information on multicurvature contact surfaces. In particular, a self-calibrating refractive stereo ray tracing modeling method is proposed to solve the problem of ray refraction on multimedium and multicurvature refractive surfaces in the binocular reconstruction system. GelStereo BioTip has an overall spatial resolution of 1.2 mm, a shape measurement accuracy of less than 0.28 mm over a range of 0-5 mm for numerous distinct contacts with varying contact area. We integrate the bionic fingertips into a dexterous robotic hand for validation, and the proposed bionic fingertip concept can be seamlessly transferred to a variety of robotic manipulators.
引用
收藏
页码:2451 / 2462
页数:12
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