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Model-based Heart rate prediction during Lokomat walking


Koenig, A C; Somaini, L; Pulfer, M; Holenstein, T; Omlin, X; Wieser, M; Riener, R (2009). Model-based Heart rate prediction during Lokomat walking. IEEE Engineering in Medicine and Biology Society. Conference Proceedings:1758-1761.

Abstract

We implemented a model for prediction of heart rate during Lokomat walking. Using this model, we can predict potential overstressing of the patient and adapt the physical load accordingly. Current models for treadmill based heart rate control neglect the fact that the interaction torques between Lokomat and human can have a significant effect on heart rate. Tests with five healthy subjects lead to a model of sixth order with walking speed and power expenditure as inputs and heart rate prediction as output. Recordings with five different subjects were used for model validation. Future work includes model identification and predictive heart rate control with spinal cord injured and stroke patients.

Abstract

We implemented a model for prediction of heart rate during Lokomat walking. Using this model, we can predict potential overstressing of the patient and adapt the physical load accordingly. Current models for treadmill based heart rate control neglect the fact that the interaction torques between Lokomat and human can have a significant effect on heart rate. Tests with five healthy subjects lead to a model of sixth order with walking speed and power expenditure as inputs and heart rate prediction as output. Recordings with five different subjects were used for model validation. Future work includes model identification and predictive heart rate control with spinal cord injured and stroke patients.

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Additional indexing

Item Type:Journal Article, refereed, original work
Communities & Collections:04 Faculty of Medicine > Balgrist University Hospital, Swiss Spinal Cord Injury Center
Dewey Decimal Classification:610 Medicine & health
Scopus Subject Areas:Life Sciences > Cell Biology
Life Sciences > Developmental Biology
Physical Sciences > Biomedical Engineering
Health Sciences > General Medicine
Language:English
Date:September 2009
Deposited On:04 Mar 2010 14:18
Last Modified:29 Jul 2020 21:15
Publisher:IEEE
ISSN:1557-170X
OA Status:Green
Publisher DOI:https://doi.org/10.1109/IEMBS.2009.5333096
PubMed ID:19963765
Other Identification Number:INSPEC Accession Number: 10992914

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