System Codesign for the Measurement of Biological Tissues using Surface Potential Data Analysis

Author:

Hyka O,Vejar A,Rymarczyk T

Abstract

Abstract In this work we present the development of a monitoring system that is targeted to track the data of electrical potential measurements in biological tissues. The system is conceived to be portable and its design allows for low-energy consumption. To account for different types of biological materials, the measurement of the bioimpedance of the material is generally used. To achieve both speed and accuracy, we deploy a system using hardware-software codesign with reconfigurable hardware. This integral approach is facilitated by the use of a modern system of chip with mixed signal capabilities. In particular we use a field programmable gate array for accelerating signal processing and data acquisition. A double core microcontroller is used to collect, process and deliver the data over a networked environment.

Publisher

IOP Publishing

Subject

General Physics and Astronomy

Reference29 articles.

1. Comparison of Machine Learning Methods in Electrical Tomography for Detecting Moisture in Building Walls;Rymarczyk;Energies,2021

2. Electrical impedance tomography in 3D flood embankments testing-elastic net approach;Rymarczyk;Transactions of the Institute of Measurement and Control,2020

3. The Use of Time-Frequency Moments as Inputs of LSTM Network for ECG Signal Classification;Klosowski;Electronics,2020

4. Wearable mobile measuring device based on electrical tomography;Rymarczyk;Przeglqd Elektrotechniczny,2019

5. Area monitoring using the ERT method with multisensor electrodes;Rymarczyk;Przeglqd Elektrotechniczny,2019

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