Vathsangam, Harshvardhan and Emken, Adar and Spruijt-Metz, Donna and Sukhatme, Gaurav S. (2010) Toward free-living walking speed estimation using Gaussian Process-based Regression with on-body accelerometers and gyroscopes. In: 4th International ICST Conference on Pervasive Computing Technologies for Healthcare.
![[thumbnail of 11141.pdf]](http://eprints.eai.eu/style/images/fileicons/application_pdf.png "11141.pdf")
PDF
11141.pdf
Download (2MB)
Abstract
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 walking speed using data obtained from a single on-body sensor worn on the right hip. We compare the performan
| Item Type: | Conference or Workshop Item (UNSPECIFIED) |
|---|---|
| Date Deposited: | 04 Mar 2026 09:00 |
| Last Modified: | 18 Apr 2026 08:34 |
| URI: | http://eprints.eai.eu/id/eprint/2889 |
Actions (login required)
- View Item