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arXiv Robotics — research abstracts· Eric T. Chang, Bianca Aumann, Zhanpeng He, Mohamed Elnoor, Thomas Liang, Matei Ciocarlie, Nima Fazeli, Joshua Migdal, Tye Brady, Taskin Padir·· 1 days agoSignalEditorial score75

Exploring Proximity and Tactile Sensing for Robotic Manipulation

Exploring Proximity and Tactile Sensing for Robotic Manipulation

Summary

This paper introduces ToFTouch, a multimodal tactile sensor combining multizone time-of-flight sensors with an optics-based pressure sensing array mounted on a parallel jaw gripper. The authors demonstrate its utility in three tasks: pre-grasp adjustment, item extraction from clutter, and item insertion into tight spaces. For pre-grasp adjustment, ToF feedback reduced cycle time by 7.4% by enabling anticipatory gripper closure. For extraction, the sensor enabled successful retrieval across depth offsets of ±2 cm with standard deviations below 0.4 cm, outperforming baseline approaches in certain conditions. The results highlight the utility of multizone ToF sensing in manipulation environments.

Editorial context

The study presents a multimodal tactile sensor integrating time-of-flight and pressure sensing to improve robotic manipulation tasks, with reported cycle time reductions and successful extraction across depth offsets.

Source: arXiv Robotics — research abstracts · Read original article ↗

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g array. We mount this sensor on a parallel jaw gripper and demonstrate its utility on three distinct tasks: (i) pre-grasp adjustment, (ii) item extraction from clutter, and (iii) item insertion into tight spaces. For pre-grasp adjustment, ToF feedback reduced cycle time by 7.4$\%$ by enabling anticipatory gripper closure during approach. For extraction, ToF sensing enabled successful retrieval across all tested dept

Open source S3

Source:arXiv Robotics — research abstracts · arxiv.org

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