Tactile sensing provides robots with contact information difficult to obtain from vision alone. Shear force is particularly important for understanding tangential contact, guiding corrective motions, and maintaining grasp stability, yet flexible and low-cost tactile arrays often measure only normal force. We introduce VecTile, a low-cost, 6 mm thin, flexible tactile array capable of three-axis force sensing. VecTile combines a piezoresistive layer with passive silicone nubs that convert normal and shear forces into distinguishable pressure patterns. The sensor can be fabricated in-house without specialized equipment. The complete system costs less than 35 USD for a 4x4 array. We validate the sensing mechanism through finite element analysis and hardware experiments. In controlled single-taxel tests over 1-5 N normal force and up to 1.5 N shear force, VecTile achieves root-mean-square errors of 0.39 N and 0.16 N for normal and shear forces. A VecTile calibrated while flat retains accuracy when curved, while a five-minute manual calibration is sufficient for practical use. Two applications demonstrate its utility. First, shear readings are sensitive enough to stop a sharp scalpel from puncturing a balloon after contact. Second, the sensor substantially improves Diffusion Policy-guided power-plug insertion. All designs and code will be released upon paper acceptance. Project website: https://jiannnh.github.io/VecTile/.
Contact-rich manipulation benefits from tactile feedback that captures both detailed contact geometry and interaction forces. When scooping grains, contact patterns help infer spoon orientation, while resistance transmitted through the grasp guides motion. To provide these complementary sensing capabilities, we present...
Bing-Lin Wang, Xiao-Le Jiang, Zi-Cheng Teng et al.· 0 citations
Electronic skins capable of precise tactile perception under large mechanical deformations are critical for the advancement of soft robotics and wearable interfaces. However, achieving force and position perception in ultrathin flexible sensors while maintaining stable performance under mechanical deformation remains...
In-hand manipulation of ultra-soft objects is challenging due to their high deformability. Conventional vision-based tactile sensors (VBTSs) with reflective coatings often fail to detect contact signals from ultra-soft items like sponges, since the sensing material is stiffer than the object itself, resulting in insuff...
Zhi-Tong Liu, Xin Jiang· IEEE Robotics and Automation...· 0 citations
Tactile sensing has become a key enabling technology for robotic manipulation by providing robots with information about physical interactions, including contact, force, slip, and object properties. Among the various tactile sensing approaches, RoboSkin employs commercially available MEMS pressure sensors embedded with...
Thomas Kammerhofer, Thomas Fazokas, Thomas Thurner· e+i Elektrotechnik und Infor...· 0 citations
Robotic grasping and surface exploration benefit from simultaneous measurement of normal and tangential forces and from surface information obtained through contact. Here, we present a compact magnetociliary tactile sensor (MagCilia) that combines a flexible magnetic-cilia structure with a Hall sensor for 3D force sens...
A growing body of work suggests that tactile sensing gives robot policies contact information that complements vision in dexterous manipulation. However, visuo-tactile robot data remains scarce: dexterous demonstrations require teleoperating robots, which limits dataset scale. Human demonstrations are far cheaper to co...
Jing-Yun Yang, Bai-Yu Shi, Timothy Yu et al.· 0 citations
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