IEEE - Institute of Electrical and Electronics Engineers, Inc. - Toward free-living walking speed estimation using Gaussian Process-based Regression with on-body accelerometers and gyroscopes

2010 4th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth)

Author(s): Vathsangam, H. ; Emken, A. ; Spruijt-Metz, D. ; Sukhatme, G.S.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 March 2010
Conference Location: Munich, Germany, Germany
Conference Date: 22 March 2010
Page(s): 1 - 8
ISBN (CD): 978-963-9799-89-9
DOI: 10.4108/ICST.PERVASIVEHEALTH2010.8786
Regular:

Walking speed is an important determinant of energy expenditure. We present the use of Gaussian Process-based Regression (GPR), a non-linear, non-parametric regression framework to estimate... View More

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