Walking Activity Recognition with sEMG Sensor Array on Thigh Circumference using Convolutional Neural Network

Md Alias, MF, Needham, A, Dehghani-Sanij, AA et al. (3 more authors) (Accepted: 2018) Walking Activity Recognition with sEMG Sensor Array on Thigh Circumference using Convolutional Neural Network. In: 2018 International Conference on Intelligent Systems Engineering (ICISE). 2nd International Conference on Intelligent Systems Engineering, 20-21 Mar 2018, Kuala Lumpur, Malaysia. IEEE . ISBN 978-1-5386-2597-2 (In Press)

Abstract

Metadata

Authors/Creators:
  • Md Alias, MF
  • Needham, A
  • Dehghani-Sanij, AA
  • Vaidyanathan, R
  • Martinez-Hernandez, U
  • Weston, C
Copyright, Publisher and Additional Information: © 2018 IEEE. This is an author produced version of a paper accepted for publication in 2018 International Conference on Intelligent Systems Engineering (ICISE). Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. Uploaded in accordance with the publisher's self-archiving policy.
Keywords: electromyography, sensor array, walking gait intent recognition, convolutional neural networks, frequency gradient feature
Dates:
  • Accepted: 5 March 2018
Institution: The University of Leeds
Academic Units: The University of Leeds > Faculty of Engineering (Leeds) > School of Mechanical Engineering (Leeds)
Depositing User: Symplectic Publications
Date Deposited: 13 Mar 2018 13:29
Last Modified: 15 Oct 2019 11:15
Status: In Press
Publisher: IEEE

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