umu.sePublikasjoner
Endre søk
RefereraExporteraLink to record
Permanent link

Direct link
Referera
Referensformat
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Annet format
Fler format
Språk
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Annet språk
Fler språk
Utmatningsformat
  • html
  • text
  • asciidoc
  • rtf
On-line signal quality estimation of multichannel surface electromyograms
Umeå universitet, Medicinska fakulteten, Institutionen för strålningsvetenskaper.
Umeå universitet, Medicinska fakulteten, Institutionen för strålningsvetenskaper.
2005 (engelsk)Inngår i: Medical and Biological Engineering and Computing, ISSN 0140-0118, E-ISSN 1741-0444, Vol. 43, nr 3, s. 357-364Artikkel i tidsskrift (Fagfellevurdert) Published
sted, utgiver, år, opplag, sider
2005. Vol. 43, nr 3, s. 357-364
Emneord [en]
Surface electromyography, multichannel, impedance, quality estimation, on-line, multivariate outlier detection
HSV kategori
Identifikatorer
URN: urn:nbn:se:umu:diva-13993PubMedID: 16035224OAI: oai:DiVA.org:umu-13993DiVA, id: diva2:153664
Tilgjengelig fra: 2006-11-08 Laget: 2006-11-08 Sist oppdatert: 2018-06-09bibliografisk kontrollert
Inngår i avhandling
1. Spatio-temporal processing of surface electromyographic signals: information on neuromuscular function and control
Åpne denne publikasjonen i ny fane eller vindu >>Spatio-temporal processing of surface electromyographic signals: information on neuromuscular function and control
2006 (engelsk)Doktoravhandling, med artikler (Annet vitenskapelig)
Abstract [en]

During muscle contraction, electrical signals are generated by the muscle cells. The analysis of those signals is called electromyography (EMG). The EMG signal is mainly determined by physiological factors including so called central factors (central nervous system origin) and peripheral factors (muscle tissue origin). In addition, during the acquisition of EMG signals, technical factors are introduced (measurement equipment origin). The aim of this dissertation was to develop and evaluate methods to estimate physiological properties of the muscles using multichannel surface EMG (MCsEMG) signals.

In order to obtain accurate physiological estimates, a method for automatic signal quality estimation was developed. The method’s performance was evaluated using visually classified signals, and the results demonstrated high classification accuracy.

A method for estimation of the muscle fibre conduction velocity (MFCV) and the muscle fibre orientation (MFO) was developed. The method was evaluated with synthetic signals and demonstrated high estimation precision at low contraction levels.

In order to discriminate between the estimates of MFCV and MFO belonging to single or populations of motor units (MUs), density regions of so called spatial distributions were examined. This method was applied in a study of the trapezius muscle and demonstrated spatial separation of MFCV (as well as MFO) even at high contraction levels.

In addition, a method for quantification of MU synchronisation was developed. The performance on synthetic sEMG signals showed high sensitivity on MU synchronisation and robustness to changes in MFCV. The method was applied in a study of the biceps brachii muscle and the relation to force tremor during fatigue. The results showed that MU synchronisation accounted for about 40 % of the force tremor.

In conclusion, new sEMG methods were developed to study muscle function and motor control in terms of muscle architecture, muscle fibre characteristics, and processes within the central nervous system.

sted, utgiver, år, opplag, sider
Umeå: Umeå universitet, 2006. s. 97
Serie
Umeå University medical dissertations, ISSN 0346-6612 ; 1078
Emneord
EMG, multichannel surface electromyography, motor unit action potentials, conduction velocity, muscle architecture, signal quality, spatial distributions, synchronization, muscle function, motor control
HSV kategori
Forskningsprogram
biomedicinsk strålningsvetenskap
Identifikatorer
urn:nbn:se:umu:diva-958 (URN)978-91-7264-239-3 (ISBN)91-7264-239-4 (ISBN)
Disputas
2007-01-12, Lionssalen (sal 244), 7, NUS, Umeå, 13:00 (engelsk)
Opponent
Tilgjengelig fra: 2006-12-22 Laget: 2006-12-22 Sist oppdatert: 2018-06-09bibliografisk kontrollert

Open Access i DiVA

Fulltekst mangler i DiVA

Andre lenker

PubMedhttp://search.ebscohost.com/login.aspx?direct=true&db=buh&AN=17824802&loginpage=Login.asp&site=ehost-live&scope=site

Personposter BETA

Grönlund, ChristerKarlsson, J Stefan

Søk i DiVA

Av forfatter/redaktør
Grönlund, ChristerKarlsson, J Stefan
Av organisasjonen
I samme tidsskrift
Medical and Biological Engineering and Computing

Søk utenfor DiVA

GoogleGoogle Scholar

pubmed
urn-nbn

Altmetric

pubmed
urn-nbn
Totalt: 112 treff
RefereraExporteraLink to record
Permanent link

Direct link
Referera
Referensformat
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Annet format
Fler format
Språk
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Annet språk
Fler språk
Utmatningsformat
  • html
  • text
  • asciidoc
  • rtf