학술논문

The Relationship Between Incremental Changes in Orientation and Slip Speed Estimation Using the Fingerprint Effect
Document Type
Conference
Source
2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) Intelligent Robots and Systems (IROS), 2022 IEEE/RSJ International Conference on. :4271-4278 Oct, 2022
Subject
Bioengineering
Components, Circuits, Devices and Systems
Computing and Processing
General Topics for Engineers
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Transportation
Vibrations
Machine learning algorithms
Transducers
Estimation
Tactile sensors
Fingerprint recognition
Real-time systems
Language
ISSN
2153-0866
Abstract
The fingerprint effect, wherein vibrations are produced with frequencies related to the speed of a surface sliding across fingerprint ridges and the period of those ridges, has been studied for use in both slip detection and texture recognition. Here, we use a simple bioinspired sensor with parallel, straight, fingerprint-like ridges and a single ferroelectric ceramic transducer to show that the fingerprint effect is orientation dependent and that, if the orientation is known, it can be used to estimate slip speed. Our results, obtained at sliding speeds of 15 mm/s, 20 mm/s, and 25 mm/s and orientations from 0° – 90°, clearly demonstrate this dependence. Additionally, we use our results to run a simulation, using MATLAB software, of real-time slip speed estimation. The simulation shows that the fingerprint effect can be used for real-time slip-speed estimation.