학술논문

A Review of Tactile Information: Perception and Action Through Touch
Document Type
Periodical
Source
IEEE Transactions on Robotics IEEE Trans. Robot. Robotics, IEEE Transactions on. 36(6):1619-1634 Dec, 2020
Subject
Robotics and Control Systems
Computing and Processing
Components, Circuits, Devices and Systems
Tactile sensors
Human-robot interaction
Grasping
human–robot interaction (HRI)
in-hand manipulation
interactive perception
locomotion
nonprehensile manipulation
tactile exploration
tactile sensing
tool manipulation
whole body manipulation
Language
ISSN
1552-3098
1941-0468
Abstract
Tactile sensing is a key sensor modality for robots interacting with their surroundings. These sensors provide a rich and diverse set of data signals that contain detailed information collected from contacts between the robot and its environment. The data are however not limited to individual contacts and can be used to extract a wide range of information about the objects in the environment as well as the actions of the robot during the interactions. In this article, we provide an overview of tactile information and its applications in robotics. We present a hierarchy consisting of raw, contact, object, and action levels to structure the tactile information, with higher-level information often building upon lower-level information. We discuss different types of information that can be extracted at each level of the hierarchy. The article also includes an overview of different types of robot applications and the types of tactile information that they employ. Finally we end the article with a discussion for future tactile applications which are still beyond the current capabilities of robots.