Muscle Synergy Analysis of Healthy Subjects Using a Soft Elbow Exosuit During Load-Carrying Tasks

Soft assistive wearable robotics, or soft exosuits, have shown great potential in enhancing human motor function while preserving the user's natural movement. They are increasingly used to reduce fatigue and the risk of injury during physically demanding tasks and everyday activities. A deeper...

Full description

Saved in:
Bibliographic Details
Published inIEEE International Conference on Rehabilitation Robotics Vol. 2025; pp. 718 - 723
Main Authors Bonab, Ali KhalilianMotamed, Camardella, Cristian, Frisoli, Antonio, Chiaradia, Domenico
Format Conference Proceeding Journal Article
LanguageEnglish
Published United States IEEE 01.05.2025
Subjects
Online AccessGet full text
ISSN1945-7901
1945-7901
DOI10.1109/ICORR66766.2025.11063119

Cover

Abstract Soft assistive wearable robotics, or soft exosuits, have shown great potential in enhancing human motor function while preserving the user's natural movement. They are increasingly used to reduce fatigue and the risk of injury during physically demanding tasks and everyday activities. A deeper understanding of how assistive forces from soft exoskeletons influence muscle coordination during various tasks is crucial for developing optimized control and rehabilitation strategies for these devices. This study investigates muscle synergies in healthy participants carrying loads, as often performed in daily activities, over an extended period, both with and without the assistance of a soft elbow exosuit. Synergies similarity was analyzed by comparing the extracted patterns in both conditions, as well as their composition in terms of muscle contributions. The results show that, on average, in the with-exosuit condition fewer synergies are required to explain the performed movements. This suggests the idea that the assistive device "aggregates" motor primitives while reducing muscle activation. Furthermore, we found that synergies dominated by the wrist flexor, biceps, and infraspinatus were not altered by the exosuit assistance. However, the deltoid-dominated synergy observed during load carrying without the exosuit was altered by the exosuit assistance, shifting to a triceps-dominated synergy.
AbstractList Soft assistive wearable robotics, or soft exosuits, have shown great potential in enhancing human motor function while preserving the user's natural movement. They are increasingly used to reduce fatigue and the risk of injury during physically demanding tasks and everyday activities. A deeper understanding of how assistive forces from soft exoskeletons influence muscle coordination during various tasks is crucial for developing optimized control and rehabilitation strategies for these devices. This study investigates muscle synergies in healthy participants carrying loads, as often performed in daily activities, over an extended period, both with and without the assistance of a soft elbow exosuit. Synergies similarity was analyzed by comparing the extracted patterns in both conditions, as well as their composition in terms of muscle contributions. The results show that, on average, in the with-exosuit condition fewer synergies are required to explain the performed movements. This suggests the idea that the assistive device "aggregates" motor primitives while reducing muscle activation. Furthermore, we found that synergies dominated by the wrist flexor, biceps, and infraspinatus were not altered by the exosuit assistance. However, the deltoid-dominated synergy observed during load carrying without the exosuit was altered by the exosuit assistance, shifting to a triceps-dominated synergy.Soft assistive wearable robotics, or soft exosuits, have shown great potential in enhancing human motor function while preserving the user's natural movement. They are increasingly used to reduce fatigue and the risk of injury during physically demanding tasks and everyday activities. A deeper understanding of how assistive forces from soft exoskeletons influence muscle coordination during various tasks is crucial for developing optimized control and rehabilitation strategies for these devices. This study investigates muscle synergies in healthy participants carrying loads, as often performed in daily activities, over an extended period, both with and without the assistance of a soft elbow exosuit. Synergies similarity was analyzed by comparing the extracted patterns in both conditions, as well as their composition in terms of muscle contributions. The results show that, on average, in the with-exosuit condition fewer synergies are required to explain the performed movements. This suggests the idea that the assistive device "aggregates" motor primitives while reducing muscle activation. Furthermore, we found that synergies dominated by the wrist flexor, biceps, and infraspinatus were not altered by the exosuit assistance. However, the deltoid-dominated synergy observed during load carrying without the exosuit was altered by the exosuit assistance, shifting to a triceps-dominated synergy.
Soft assistive wearable robotics, or soft exosuits, have shown great potential in enhancing human motor function while preserving the user's natural movement. They are increasingly used to reduce fatigue and the risk of injury during physically demanding tasks and everyday activities. A deeper understanding of how assistive forces from soft exoskeletons influence muscle coordination during various tasks is crucial for developing optimized control and rehabilitation strategies for these devices. This study investigates muscle synergies in healthy participants carrying loads, as often performed in daily activities, over an extended period, both with and without the assistance of a soft elbow exosuit. Synergies similarity was analyzed by comparing the extracted patterns in both conditions, as well as their composition in terms of muscle contributions. The results show that, on average, in the with-exosuit condition fewer synergies are required to explain the performed movements. This suggests the idea that the assistive device "aggregates" motor primitives while reducing muscle activation. Furthermore, we found that synergies dominated by the wrist flexor, biceps, and infraspinatus were not altered by the exosuit assistance. However, the deltoid-dominated synergy observed during load carrying without the exosuit was altered by the exosuit assistance, shifting to a triceps-dominated synergy.
Author Bonab, Ali KhalilianMotamed
Frisoli, Antonio
Chiaradia, Domenico
Camardella, Cristian
Author_xml – sequence: 1
  givenname: Ali KhalilianMotamed
  surname: Bonab
  fullname: Bonab, Ali KhalilianMotamed
  email: Ali.KhalilianMotamedBonab@santannapisa.it
  organization: Institute of Mechanical Intelligence, Scuola Superiore Sant'Anna,Pisa,Italy
– sequence: 2
  givenname: Cristian
  surname: Camardella
  fullname: Camardella, Cristian
  organization: Institute of Mechanical Intelligence, Scuola Superiore Sant'Anna,Pisa,Italy
– sequence: 3
  givenname: Antonio
  surname: Frisoli
  fullname: Frisoli, Antonio
  organization: Institute of Mechanical Intelligence, Scuola Superiore Sant'Anna,Pisa,Italy
– sequence: 4
  givenname: Domenico
  surname: Chiaradia
  fullname: Chiaradia, Domenico
  organization: Institute of Mechanical Intelligence, Scuola Superiore Sant'Anna,Pisa,Italy
BackLink https://www.ncbi.nlm.nih.gov/pubmed/40644056$$D View this record in MEDLINE/PubMed
BookMark eNpNkEtPwkAUhUeDEUT-gTGzdFO8M9POY0kqCgmGhMe6mXamWCwtdtpo_70QwLg659zz5S7OHeoUZWERwgSGhIB6nobzxYJzwfmQAg2OR84IUVdooISSLAAmgUt6jXpE-YEnFJDOP99FA-e2AECo5FTwW9T1gfs-BLyH9HvjktziZVvYatPiUaHz1mUOlymeWJ3XHy1eNvHWJrXDa5cVG6zxskxrPM7j8huPf0rXZDV-aapjNyu18UJdVe0xrbT7dPfoJtW5s4Oz9tH6dbwKJ95s_jYNRzMvI76qPUZSykASlvpUSCAHIw1QYxMhdQCGW2YYTY0QSUD9RMRSxYnlgRGE8dgA66On0999VX411tXRLnOJzXNd2LJxEaNUBQA-JQf08Yw28c6aaF9lO1210WWWA_BwAjJr7V99GZ79Amzlc8Q
ContentType Conference Proceeding
Journal Article
DBID 6IE
6IL
CBEJK
RIE
RIL
CGR
CUY
CVF
ECM
EIF
NPM
7X8
DOI 10.1109/ICORR66766.2025.11063119
DatabaseName IEEE Electronic Library (IEL) Conference Proceedings
IEEE Xplore POP ALL
IEEE Xplore All Conference Proceedings
IEEE Xplore
IEEE Proceedings Order Plans (POP All) 1998-Present
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
MEDLINE - Academic
DatabaseTitle MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
MEDLINE - Academic
DatabaseTitleList MEDLINE - Academic
MEDLINE

Database_xml – sequence: 1
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 2
  dbid: EIF
  name: MEDLINE
  url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search
  sourceTypes: Index Database
– sequence: 3
  dbid: RIE
  name: IEEE Electronic Library (IEL)
  url: https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
Discipline Occupational Therapy & Rehabilitation
EISBN 9798350380682
EISSN 1945-7901
EndPage 723
ExternalDocumentID 40644056
11063119
Genre orig-research
Journal Article
GroupedDBID 6IE
6IF
6IK
6IL
6IN
AAJGR
AAWTH
ADZIZ
ALMA_UNASSIGNED_HOLDINGS
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
CBEJK
CHZPO
IPLJI
OCL
RIE
RIL
RNS
CGR
CUY
CVF
ECM
EIF
NPM
7X8
ID FETCH-LOGICAL-i149t-31f230813f42780113f8d02dec78a50d6e3d32fd77c524c7b89bce65d7136bd03
IEDL.DBID RIE
ISSN 1945-7901
IngestDate Sat Jul 12 17:30:30 EDT 2025
Sun Jul 13 01:31:33 EDT 2025
Wed Jul 16 07:53:35 EDT 2025
IsPeerReviewed false
IsScholarly true
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-i149t-31f230813f42780113f8d02dec78a50d6e3d32fd77c524c7b89bce65d7136bd03
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
PMID 40644056
PQID 3229500421
PQPubID 23479
PageCount 6
ParticipantIDs proquest_miscellaneous_3229500421
pubmed_primary_40644056
ieee_primary_11063119
PublicationCentury 2000
PublicationDate 2025-May
PublicationDateYYYYMMDD 2025-05-01
PublicationDate_xml – month: 05
  year: 2025
  text: 2025-May
PublicationDecade 2020
PublicationPlace United States
PublicationPlace_xml – name: United States
PublicationTitle IEEE International Conference on Rehabilitation Robotics
PublicationTitleAbbrev ICORR
PublicationTitleAlternate IEEE Int Conf Rehabil Robot
PublicationYear 2025
Publisher IEEE
Publisher_xml – name: IEEE
SSID ssj0001286276
Score 2.2964034
Snippet Soft assistive wearable robotics, or soft exosuits, have shown great potential in enhancing human motor function while preserving the user's natural movement....
SourceID proquest
pubmed
ieee
SourceType Aggregation Database
Index Database
Publisher
StartPage 718
SubjectTerms Adult
Assistive devices
Biomechanical Phenomena - physiology
Elbow
Elbow - physiology
Elbow Joint - physiology
Electromyography
Exoskeleton Device
Exoskeletons
Female
Healthy Volunteers
Humans
Male
Matrix decomposition
Motors
Muscle, Skeletal - physiology
Muscles
Performance evaluation
Physiology
Robot kinematics
Weight-Bearing - physiology
Wrist
Young Adult
Title Muscle Synergy Analysis of Healthy Subjects Using a Soft Elbow Exosuit During Load-Carrying Tasks
URI https://ieeexplore.ieee.org/document/11063119
https://www.ncbi.nlm.nih.gov/pubmed/40644056
https://www.proquest.com/docview/3229500421
Volume 2025
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1LT8MwDI5gJ068BoyXjATcOramSdvzGBqIDTSGxG1KE1dCQytaW8H49TjtOh4SErdeUkWJYzvO931m7JSjR-cgREcJDBzPhNIJQsEdN1ZWPQtlW9vSQH8ge4_ezZN4WpDVCy4MIhbgM2zaz-It3yQ6t6WyCwpVkretyOcq2VlJ1vpWUKHk3JcVWqcVXlx37oZDi-G0UARXNKvhi0Yqf-eURWy5WmeDalYlpGTSzLOoqT9-CTb-e9obrP5F44P7ZYDaZCs43WJn33WFYVSKCsA5DH9Idm8z1c9TMil4mBfsQKjUSyCJoeQuzYG8ji3jpFAAD0DBAzl16L5EyRt035M0f87gsuBBwm2ijNNRs5mlVcFIpZO0zh6vuqNOz1n0Y3Ce6R6VkbuO6cIStHls-3OQY-BxYFquQe0HSrSMRG64Gxvf18L1tB8FYaRRCkMXYRmZFt9htWkyxT0GYeRZlR9ECqKedlUQuhgLjFEEGiNtGqxu13H8WkpujKslbLCTas_GdA7s44aaYpKnY277klsX1G6w3XIzl6MpafEoMZX7f_z1gK1ZAylxjIesls1yPKJcI4uOCxv7BGOL0qw
linkProvider IEEE
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3PT9swFLYQHNhpMMpWGNtDAm4pbRw7zrkrKtAWVIrELXLsFwmBGtQkAvbX85w0DCYhccslluUf75e_73uMHXAM6B5E6GmBygtsJD0VCe75qXbqWSh7xpUGxhM5vA7ObsTNkqxecWEQsQKfYcd9Vm_5NjOlK5Udk6uSvOdEPtcEpRWqpmu9KalQeB7KBq_TjY5P-xfTqUNxOjCCLzrNAMtWKh9HlZV3OfnKJs28alDJXacsko75-59k46cnvsFa_4h8cPnqojbZCs6_scO3ysIwq2UF4Aim70S7t5gelzkdKrh6rviB0OiXQJZCzV56BrI7rpCTQwU9AA1XZNZhcJ9kjzB4yvLytoA_FRMSRpm2Xl8vFo5YBTOd3-Utdn0ymPWH3rIjg3dLmVRBBjullEX1eOo6dJBp4KmyXd-iCZUWXSuRW-6nNgyN8AMTJipKDEphKRWWie3ybbY6z-b4g0GUBE7nB5HcaGB8rSIfU4EpCmUwMbbNWm4d44dadCNulrDN9ps9i-kmuOcNPceszGPuOpM7I9Rrs-_1Zr7-TWFLQKGp3Plg1N9sfTgbj-LR6eR8l31xh6VGNf5kq8WixD2KPIrkV3XeXgCgp9X_
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=proceeding&rft.title=IEEE+International+Conference+on+Rehabilitation+Robotics&rft.atitle=Muscle+Synergy+Analysis+of+Healthy+Subjects+Using+a+Soft+Elbow+Exosuit+During+Load-Carrying+Tasks&rft.au=Bonab%2C+Ali+KhalilianMotamed&rft.au=Camardella%2C+Cristian&rft.au=Frisoli%2C+Antonio&rft.au=Chiaradia%2C+Domenico&rft.date=2025-05-01&rft.pub=IEEE&rft.eissn=1945-7901&rft.spage=718&rft.epage=723&rft_id=info:doi/10.1109%2FICORR66766.2025.11063119&rft.externalDocID=11063119
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1945-7901&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1945-7901&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1945-7901&client=summon