Lower Limb EMG Signal Analysis Using Scattering Transform and Support Vector Machine for Various Walking Conditions

Lower Limb EMG Signal Analysis Using Scattering Transform and Support Vector Machine for Various Walking Conditions

Electromyography (EMG)-based clinical signal processing and feature extraction are crucial for diagnosing various diseases. In this work, using lower limb EMG data, scattering transform (ST)-based features and time-domain-based features were compared using a support vector machine (SVM) classifier....

Full description

Bibliographic Details
Main Authors: V. M. Akhil, Rahul Satheesh, M. Ashmi, Charbel D. Tawk
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Electromyography
feature extraction
scattering transform
support vector machine
walking gait analysis
Online Access:https://ieeexplore.ieee.org/document/10318135/

Internet

https://ieeexplore.ieee.org/document/10318135/

Similar Items