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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 11SourceScholar
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 3SourceScholar
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 1SourceScholar
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 59SourceScholar