Exploiting High Quality Tactile Sensors for Simplified Grasping

07/25/2022
by   Pedro Machado, et al.
0

Robots are expected to grasp a wide range of objects varying in shape, weight or material type. Providing robots with tactile capabilities similar to humans is thus essential for applications involving human-to-robot or robot-to-robot interactions, particularly in those situations where a robot is expected to grasp and manipulate complex objects not previously encountered. A critical aspect for successful object grasp and manipulation is the use of high-quality fingertips equipped with multiple high-performance sensors, distributed appropriately across a specific contact surface. In this paper, we present a detailed analysis of the use of two different types of commercially available robotic fingertips (BioTac and WTS-FT), each of which is equipped with multiple sensors distributed across the fingertips' contact surface. We further demonstrate that, due to the high performance of the fingertips, a complex adaptive grasping algorithm is not required for grasping of everyday objects. We conclude that a simple algorithm based on a proportional controller will suffice for many grasping applications, provided the relevant fingertips exhibit high sensitivity. In a quantified assessment, we also demonstrate that, due in part to the sensor distribution, the BioTac-based fingertip performs better than the WTS-FT device, in enabling lifting of loads up to 850g, and that the simple proportional controller can adapt the grasp even when the object is exposed to significant external vibrational challenges.

READ FULL TEXT

page 3

page 8

page 9

page 10

page 11

page 12

page 15

page 22

research
06/02/2021

A robust controller for stable 3D pinching using tactile sensing

This paper proposes a controller for stable grasping of unknown-shaped o...
research
03/16/2023

Tactile-Driven Gentle Grasping for Human-Robot Collaborative Tasks

This paper presents a control scheme for force sensitive, gentle graspin...
research
05/28/2018

More Than a Feeling: Learning to Grasp and Regrasp using Vision and Touch

For humans, the process of grasping an object relies heavily on rich tac...
research
06/23/2020

Grasp State Assessment of Deformable Objects Using Visual-Tactile Fusion Perception

Humans can quickly determine the force required to grasp a deformable ob...
research
03/17/2023

Bioinspired Soft Spiral Robots for Versatile Grasping and Manipulation

Across various species and different scales, certain organisms use their...
research
02/07/2023

Dual-Material 3D-Printed PaCoMe-Like Fingers for Flexible Biolaboratory Automation

Robotic automation in life science research is a paradigm that has gaine...
research
10/16/2020

Probabilistic Surface Friction Estimation Based on Visual and Haptic Measurements

Accurately modeling local surface properties of objects is crucial to ma...

Please sign up or login with your details

Forgot password? Click here to reset