SVM-based posture identification with a single waist-located triaxial accelerometer

作者：

Highlights：

• Posture identification is performed with a tri-axial accelerometer located in the waist.

• SVM-methods have been used to set parameters of the algorithm.

• Dynamic analysis is performed to identify some posture transitions.

• Healthy and Parkinson’s Disease volunteers have form part of the test.

摘要

•Posture identification is performed with a tri-axial accelerometer located in the waist.•SVM-methods have been used to set parameters of the algorithm.•Dynamic analysis is performed to identify some posture transitions.•Healthy and Parkinson’s Disease volunteers have form part of the test.

论文关键词：Accelerometer,Support vector machines,Posture identification,Parkinson’s Disease

论文评审过程：Available online 12 July 2013.

论文官网地址：https://doi.org/10.1016/j.eswa.2013.07.028