Comparison of calibration methods for accelerometers used in human motion analysis.

Abstract:

:In the fields of medicine and biomechanics, MEMS accelerometers are increasingly used to perform activity recognition by directly measuring acceleration; to calculate speed and position by numerical integration of the signal; or to estimate the orientation of body parts in combination with gyroscopes. For some of these applications, a highly accurate estimation of the acceleration is required. Many authors suggest improving result accuracy by updating sensor calibration parameters. Yet navigating the vast array of published calibration methods can be confusing. In this context, this paper reviews and evaluates the main measurement models and calibration methods. It also gives useful recommendations for better selection of a calibration process with regard to a specific application, which boils down to a compromise between accuracy, required installation, algorithm complexity, and time.

journal_name

Med Eng Phys

authors

Nez A,Fradet L,Laguillaumie P,Monnet T,Lacouture P

doi

10.1016/j.medengphy.2016.08.004

subject

Has Abstract

pub_date

2016-11-01 00:00:00

pages

1289-1299

issue

11

eissn

1350-4533

issn

1873-4030

pii

S1350-4533(16)30178-3

journal_volume

38

pub_type

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