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Jennifer Kwiatkowski

4 accepted papers

2022

Capacitive Tactile Sensor Using Mutual Capacitance Sensing Method for Increased Resolution

ICRA 2022poster

As robots move toward more complex environments, imbuing them with a sense of touch similar to humans becomes increasingly important. To fulfill that goal, there has been significant research conducted in the past few decades to develop a tactile sensor that matches human level touch capabilities. R…

Cited by 11Source ↗Scholar ↗
2022

The Good Grasp, the Bad Grasp, and the Plateau in Tactile-Based Grasp Stability Prediction

IROS 2022poster

Research around tactile sensing for grasp stability prediction in robotic manipulators continues to be popular, however few works are able to achieve a high classification accuracy. Due to simulation complexity, data-driven methods are often forced to rely on experimental data, yielding small, often…

Cited by 3Source ↗Scholar ↗
2018

An Extrinsic Dexterity Approach to the IROS 2018 Fan Robotic Challenge

IROS 2018poster

The 2018 IROS Fan Robotic Challenge tasked participants with programming a robot to autonomously open and close a Spanish folding fan, highlighting the obstacles still associated with the dexterous manipulation of objects for robotic systems. Since high DoFs grippers are complex to coordinate and ov…

Cited by 1Source ↗Scholar ↗
2017

Grasp stability assessment through the fusion of proprioception and tactile signals using convolutional neural networks

IROS 2017poster

The growing demand in industry for robots capable of performing a variety of tasks requires an increased capability in robotic grasping. Humans are adept at interacting with novel objects, a skill attributed primarily to tactile feedback in the form of exteroception and proprioception. This paper pr…

Cited by 59Source ↗Scholar ↗