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Applied a Multi-scale Entropy Algorithm to Analyze Dynamic COP Signal via Accelerometer Sensor

Authors :
Shih-Hui Lu
Jiann-Shing Shieh
Clint Hansen
Source :
UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld
Publication Year :
2016
Publisher :
IEEE, 2016.

Abstract

In this study, we use an accelerometer sensor to measure human postural signals during a dynamic task. In previous studies, the step stability index (SSI) has been used to assess human balance via similar sensors. However, the placement of the 3 dimensional sensor differed, placed on the lower back of the subjects. To improve the detection method, we placed the accelerometer on the shoe. The purpose of this research is to compute the SSI, to evaluate whether human balance can be objectively measured with an accelerometer. The results are compared with dynamic centre of pressure (COP) measurements obtained from a force plate that serves as the ground truth. The complexity index (CI) is calculated from dynamic COP to compare with the results of SSI.

Details

Database :
OpenAIRE
Journal :
2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People, and Smart World Congress (UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld)
Accession number :
edsair.doi...........40d5664ac9ff24e794cad1032a6e0f24
Full Text :
https://doi.org/10.1109/uic-atc-scalcom-cbdcom-iop-smartworld.2016.0040