mlsanityData to 14 Oct 2026

GelLink: A Compact Multi-phalanx Finger with Vision-based Tactile Sensing and Proprioception

arXiv 2403.14887 ↗First posted 21 Mar 2024cs.ROcited by 6

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Abstract (arXiv)

Compared to fully-actuated robotic end-effectors, underactuated ones are generally more adaptive, robust, and cost-effective. However, state estimation for underactuated hands is usually more challenging. Vision-based tactile sensors, like Gelsight, can mitigate this issue by providing high-resolution tactile sensing and accurate proprioceptive sensing. As such, we present GelLink, a compact, underactuated, linkage-driven robotic finger with low-cost, high-resolution vision-based tactile sensing and proprioceptive sensing capabilities. In order to reduce the amount of embedded hardware, i.e. the cameras and motors, we optimize the linkage transmission with a planar linkage mechanism simulator and develop a planar reflection simulator to simplify the tactile sensing hardware. As a result, GelLink only requires one motor to actuate the three phalanges, and one camera to capture tactile signals along the entire finger. Overall, GelLink is a compact robotic finger that shows adaptability and robustness when performing grasping tasks. The integration of vision-based tactile sensors can significantly enhance the capabilities of underactuated fingers and potentially broaden their future usage.

Key facts. Cited by 6 papers in the map (data through 14 Oct 2026). First posted on arXiv 21 Mar 2024.

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Citing papers per year: 2024: 3; 2025: 2; 2026: 1.

6 papers.