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A novel method based on long short term memory network and discrete-time zeroing neural algorithm for upper-limb continuous estimation using sEMG signals

Yuanyuan Chai, Keping Liu, Chunxu Li Orcid Logo, Zhongbo Sun, Long Jin, Tian Shi

Biomedical Signal Processing and Control, Volume: 67, Start page: 102416

Swansea University Author: Chunxu Li Orcid Logo

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DOI (Published version): 10.1016/j.bspc.2021.102416

Published in: Biomedical Signal Processing and Control
ISSN: 1746-8094
Published: Elsevier BV 2021
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URI: https://cronfa.swan.ac.uk/Record/cronfa66008
first_indexed 2024-05-22T14:54:57Z
last_indexed 2024-11-25T14:17:18Z
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spelling 2024-05-22T15:55:21.1538531 v2 66008 2024-04-09 A novel method based on long short term memory network and discrete-time zeroing neural algorithm for upper-limb continuous estimation using sEMG signals e6ed70d02c25b05ab52340312559d684 0000-0001-7851-0260 Chunxu Li Chunxu Li true false 2024-04-09 ACEM Journal Article Biomedical Signal Processing and Control 67 102416 Elsevier BV 1746-8094 SEMG; LSTM network; Discrete-time zeroing neural algorithm; Human upper limb; Motion intention recognition 1 5 2021 2021-05-01 10.1016/j.bspc.2021.102416 COLLEGE NANME Aerospace, Civil, Electrical, and Mechanical Engineering COLLEGE CODE ACEM Swansea University 2024-05-22T15:55:21.1538531 2024-04-09T20:09:43.8574521 Faculty of Science and Engineering School of Aerospace, Civil, Electrical, General and Mechanical Engineering - Mechanical Engineering Yuanyuan Chai 1 Keping Liu 2 Chunxu Li 0000-0001-7851-0260 3 Zhongbo Sun 4 Long Jin 5 Tian Shi 6
title A novel method based on long short term memory network and discrete-time zeroing neural algorithm for upper-limb continuous estimation using sEMG signals
spellingShingle A novel method based on long short term memory network and discrete-time zeroing neural algorithm for upper-limb continuous estimation using sEMG signals
Chunxu Li
title_short A novel method based on long short term memory network and discrete-time zeroing neural algorithm for upper-limb continuous estimation using sEMG signals
title_full A novel method based on long short term memory network and discrete-time zeroing neural algorithm for upper-limb continuous estimation using sEMG signals
title_fullStr A novel method based on long short term memory network and discrete-time zeroing neural algorithm for upper-limb continuous estimation using sEMG signals
title_full_unstemmed A novel method based on long short term memory network and discrete-time zeroing neural algorithm for upper-limb continuous estimation using sEMG signals
title_sort A novel method based on long short term memory network and discrete-time zeroing neural algorithm for upper-limb continuous estimation using sEMG signals
author_id_str_mv e6ed70d02c25b05ab52340312559d684
author_id_fullname_str_mv e6ed70d02c25b05ab52340312559d684_***_Chunxu Li
author Chunxu Li
author2 Yuanyuan Chai
Keping Liu
Chunxu Li
Zhongbo Sun
Long Jin
Tian Shi
format Journal article
container_title Biomedical Signal Processing and Control
container_volume 67
container_start_page 102416
publishDate 2021
institution Swansea University
issn 1746-8094
doi_str_mv 10.1016/j.bspc.2021.102416
publisher Elsevier BV
college_str Faculty of Science and Engineering
hierarchytype
hierarchy_top_id facultyofscienceandengineering
hierarchy_top_title Faculty of Science and Engineering
hierarchy_parent_id facultyofscienceandengineering
hierarchy_parent_title Faculty of Science and Engineering
department_str School of Aerospace, Civil, Electrical, General and Mechanical Engineering - Mechanical Engineering{{{_:::_}}}Faculty of Science and Engineering{{{_:::_}}}School of Aerospace, Civil, Electrical, General and Mechanical Engineering - Mechanical Engineering
document_store_str 0
active_str 0
published_date 2021-05-01T08:16:51Z
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score 11.048994

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