Autoregressive spectral modeling of Motor Unit Action Potentials: Preliminary findings

A. Elia, C. Pattichis, W. Fincham, Andreas Spanias, L. Middleton

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

Autoregressive (AR) spectral modeling of Motor Unit Action Potentials (MUAPs) has been suggested in the past but not thoroughly investigated. In this study AR spectral modeling was applied on MUAPs recorded from the biceps muscle. The AR parameters were estimated using the Yule-Walker, Burg, and Modified Covariance methods. Findings suggest that a similar spectral envelope was obtained by the Burg and the Modified Covariance methods of order 12.

Original languageEnglish (US)
Title of host publicationProceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 1992
EditorsJean Pierre Morucci, Jean Louis Coatrieux, Swamy Laxminarayan, Robert Plonsey
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1465-1466
Number of pages2
ISBN (Electronic)0780307852
DOIs
StatePublished - Jan 1 1992
Externally publishedYes
Event14th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 1992 - Paris, France
Duration: Oct 29 1992Nov 1 1992

Publication series

NameProceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
Volume4
ISSN (Print)1557-170X

Conference

Conference14th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 1992
CountryFrance
CityParis
Period10/29/9211/1/92

Fingerprint

Action Potentials
Muscle
Muscles

ASJC Scopus subject areas

  • Signal Processing
  • Biomedical Engineering
  • Computer Vision and Pattern Recognition
  • Health Informatics

Cite this

Elia, A., Pattichis, C., Fincham, W., Spanias, A., & Middleton, L. (1992). Autoregressive spectral modeling of Motor Unit Action Potentials: Preliminary findings. In J. P. Morucci, J. L. Coatrieux, S. Laxminarayan, & R. Plonsey (Eds.), Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 1992 (pp. 1465-1466). [5761878] (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; Vol. 4). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IEMBS.1992.5761878

Autoregressive spectral modeling of Motor Unit Action Potentials : Preliminary findings. / Elia, A.; Pattichis, C.; Fincham, W.; Spanias, Andreas; Middleton, L.

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 1992. ed. / Jean Pierre Morucci; Jean Louis Coatrieux; Swamy Laxminarayan; Robert Plonsey. Institute of Electrical and Electronics Engineers Inc., 1992. p. 1465-1466 5761878 (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; Vol. 4).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Elia, A, Pattichis, C, Fincham, W, Spanias, A & Middleton, L 1992, Autoregressive spectral modeling of Motor Unit Action Potentials: Preliminary findings. in JP Morucci, JL Coatrieux, S Laxminarayan & R Plonsey (eds), Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 1992., 5761878, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, vol. 4, Institute of Electrical and Electronics Engineers Inc., pp. 1465-1466, 14th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 1992, Paris, France, 10/29/92. https://doi.org/10.1109/IEMBS.1992.5761878
Elia A, Pattichis C, Fincham W, Spanias A, Middleton L. Autoregressive spectral modeling of Motor Unit Action Potentials: Preliminary findings. In Morucci JP, Coatrieux JL, Laxminarayan S, Plonsey R, editors, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 1992. Institute of Electrical and Electronics Engineers Inc. 1992. p. 1465-1466. 5761878. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS). https://doi.org/10.1109/IEMBS.1992.5761878
Elia, A. ; Pattichis, C. ; Fincham, W. ; Spanias, Andreas ; Middleton, L. / Autoregressive spectral modeling of Motor Unit Action Potentials : Preliminary findings. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 1992. editor / Jean Pierre Morucci ; Jean Louis Coatrieux ; Swamy Laxminarayan ; Robert Plonsey. Institute of Electrical and Electronics Engineers Inc., 1992. pp. 1465-1466 (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).
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