Autoregressive spectral modeling of Motor Unit Action Potentials: Preliminary findings

A. Elia; C. Pattichis; W. Fincham; A. Spanias; L. Middleton

doi:10.1109/IEMBS.1992.5761878

Autoregressive spectral modeling of Motor Unit Action Potentials: Preliminary findings

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

Electrical Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Scopus citations

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 language	English (US)
Title of host publication	Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 1992
Editors	Jean Pierre Morucci, Robert Plonsey, Swamy Laxminarayan, Jean Louis Coatrieux
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1465-1466
Number of pages	2
ISBN (Electronic)	0780307852
DOIs	https://doi.org/10.1109/IEMBS.1992.5761878
State	Published - 1992
Event	14th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 1992 - Paris, France Duration: Oct 29 1992 → Nov 1 1992

Publication series

Name	Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
Volume	4
ISSN (Print)	1557-170X

Conference

Conference	14th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 1992
Country/Territory	France
City	Paris
Period	10/29/92 → 11/1/92

ASJC Scopus subject areas

Signal Processing
Biomedical Engineering
Computer Vision and Pattern Recognition
Health Informatics

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10.1109/IEMBS.1992.5761878

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, R. Plonsey, S. Laxminarayan, & J. L. Coatrieux (Eds.), Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 1992 (pp. 1465-1466). Article 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. et al.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 1992. ed. / Jean Pierre Morucci; Robert Plonsey; Swamy Laxminarayan; Jean Louis Coatrieux. 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 proceeding › Conference 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, R Plonsey, S Laxminarayan & JL Coatrieux (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, Plonsey R, Laxminarayan S, Coatrieux JL, 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). doi: 10.1109/IEMBS.1992.5761878

Elia, A. ; Pattichis, C. ; Fincham, W. et al. / 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 ; Robert Plonsey ; Swamy Laxminarayan ; Jean Louis Coatrieux. 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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Autoregressive spectral modeling of Motor Unit Action Potentials: Preliminary findings

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