Evaluation of Finger Flexion Classification at Reduced Lateral Spatial Resolutions of Ultrasound

Evaluation of Finger Flexion Classification at Reduced Lateral Spatial Resolutions of Ultrasound

The objective of this paper is to investigate the effect that lateral spatial resolution of ultrasound has on finger flexion classification. The objective's purpose leads toward the development of a wearable human machine interface (HMI) using single-element ultrasonic sensors with non-focused...

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Bibliographic Details
Main Authors: Alexander James Fernandes, Yuu Ono, Eranga Ukwatta
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Finger flexion classification
discrete wavelet transform
feature extraction
machine learning
ultrasound radiofrequency signals
wearable ultrasonic sensor
Online Access:https://ieeexplore.ieee.org/document/9344619/

Internet

https://ieeexplore.ieee.org/document/9344619/

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