GelLink: A Compact Multi-phalanx Finger with Vision-based Tactile Sensing and Proprioception
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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.
- 2024Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AIcited by 179
- 2024Transferable Tactile Transformers for Representation Learning Across Diverse Sensors and Taskscited by 45
- 2025PolyTouch: A Robust Multi-Modal Tactile Sensor for Contact-rich Manipulation Using Tactile-Diffusion Policiescited by 14
- 2025VT-Refine: Learning Bimanual Assembly with Visuo-Tactile Feedback via Simulation Fine-Tuningcited by 11
- 2026FlexiTac: A Low-Cost, Open-Source, Scalable Tactile Sensing Solution for Robotic Systemscited by 6
- 2024Learning Gentle Grasping from Human-Free Force Control Demonstrationcited by 1
- 2026FlexiTac: A Low-Cost, Open-Source, Scalable Tactile Sensing Solution for Robotic Systems30 Apr 2026
- 2025VT-Refine: Learning Bimanual Assembly with Visuo-Tactile Feedback via Simulation Fine-Tuning16 Oct 2025
- 2025PolyTouch: A Robust Multi-Modal Tactile Sensor for Contact-rich Manipulation Using Tactile-Diffusion Policies27 Apr 2025
- 2024Learning Gentle Grasping from Human-Free Force Control Demonstration16 Sep 2024
- 2024Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AI9 Jul 2024
- 2024Transferable Tactile Transformers for Representation Learning Across Diverse Sensors and Tasks19 Jun 2024