Initial Study on Implementation of Smoothing Filters for the Purpose of Bioimpedance Spectroscopy Parameters Classification

Aleksandra Kawala-Sterniuk,Amir F Al-Bakri,Mariusz Pelc,Katarzyna Cichoń,Wojciech Chlewicki,Stepan Ozana,Radek Martinek,Jakub Możaryn,Volodymyr Khoma,Halyna Kenyo,Edward Jacek Gorzelańczyk,Michał Podpora,Jarosław Zygarlicki

doi:10.1016/j.ifacol.2022.06.065

Initial Study on Implementation of Smoothing Filters for the Purpose of Bioimpedance Spectroscopy Parameters Classification

Aleksandra Kawala-Sterniuk, Amir F Al-Bakri + Show 11 more

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https://doi.org/10.1016/j.ifacol.2022.06.065

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Journal: IFAC PapersOnLine

Publication Date: Jan 1, 2022

Affiliation: Opole University of Technology, University of Babylon, University of Greenwich, West Pomeranian University of Technology, Technical University of Ostrava, University of Technology, Warsaw University of Technology, Lviv Polytechnic National University, Kazimierz Wielki University in Bydgoszcz, Adam Mickiewicz University in Poznań

#Proposed Filtering Methods #Smoothing Filters + Show 5 more

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Abstract

Bioimpedance is a commonly used method for various conditions monitoring. In this paper, the authors carried out some research where they implemented various smoothing filters to enable identification of the bioimpedance spectroscopy parameters. The proposed filtering methods may also be used for application on embedded systems, which have smaller computing power but have become recently very popular. The obtained results with the implementation of smoothing filters were promising, however, some of the obtained results were unsatisfactory. This work also contains a brief introduction to bioimpedance spectroscopy and smoothing filters.

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