Using Fiber Optic Bundles to Miniaturize Vision-Based Tactile Sensors
Research output: Contribution to journal › Research article › Contributed › peer-review
Contributors
Abstract
Vision-based tactile sensors have recently become popular due to their combination of low cost, very high spatial resolution, and ease of integration using widely available miniature cameras. The associated field of view and focal length, however, are difficult to package in a human-sized finger. In this paper we employ optical fiber bundles to achieve a form factor that, at 15 mm diameter, is smaller than an average human fingertip. The electronics and camera are also located remotely, further reducing package size. The sensor achieves a spatial resolution of 0.22 mm and a minimum force resolution 5 mN for normal and shear contact forces. With these attributes, the DIGIT Pinki sensor is suitable for applications such as robotic and teleoperated digital palpation. We demonstrate its utility for palpation of the prostate gland and show that it can achieve clinically relevant discrimination of prostate stiffness for phantom and ex vivo tissue.
Details
| Original language | English |
|---|---|
| Pages (from-to) | 62-81 |
| Number of pages | 20 |
| Journal | IEEE Transactions on Robotics |
| Volume | 41 |
| Publication status | Published - 6 Nov 2024 |
| Peer-reviewed | Yes |
External IDs
| ORCID | /0000-0002-4590-1908/work/181390468 |
|---|---|
| ORCID | /0000-0001-9430-8433/work/181390547 |
Keywords
ASJC Scopus subject areas
Keywords
- deep learning in robotics, fiber optics, force and tactile sensing, medical robotics, object hardness, perception for grasping and manipulation, robotic palpation, tissue palpation