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Proof-of-concept energy-efficient and real-time hemodynamic feature extraction from bioimpedance signals using a mixed-signal field programmable analog array

Authors :
Hakan Toreyin
Sinan Hersek
Sahil Shah
Jennifer Hasler
Omer T. Inan
Source :
Proceedings of the IEEE EMBS International Conference on Biomedical & Health Informatics, BHI 2017, BHI
Publication Year :
2017
Publisher :
IEEE, 2017.

Abstract

Date of Conference: 16-19 February 2017 Conference Name: IEEE EMBS International Conference on Biomedical & Health Informatics, BHI 2017 We present a mixed-signal system for extracting hemodynamic parameters in real-time from noisy electrical bioimpedance (EBI) measurements in an energy-efficient manner. The proof-of-concept system consists of floating-gate-based analog signal processing (ASP) electronics implemented on a field programmable analog array (FPAA) chip interfaced with an on-chip low-power microcontroller. Physiological features important for calculating hemodynamic parameters (e.g., heart rate, blood volume, and blood flow) are extracted using the custom signal processing circuitry, which consumes a total power of 209 nW. Testing of the signal processing circuitry has been performed using ∼580 sec of an impedance plethysmography dataset collected from the knee of a subject using a custom analog EBI front-end. Results show the similarities of variations in heart rate, blood volume, and blood flow calculated using features extracted by the ASP circuitry implemented on an FPAA and a MATLAB digital signal processing algorithm.

Details

Language :
English
Database :
OpenAIRE
Journal :
Proceedings of the IEEE EMBS International Conference on Biomedical & Health Informatics, BHI 2017, BHI
Accession number :
edsair.doi.dedup.....6f0ff1a3c9fd14946443617e8a9ce617