DocumentCode :
3565393
Title :
System identification for characterization of the frequency response of an “open-source” biomedical circuit
Author :
Zahedi, Edmond ; Bin Mohd Ali, Mohd Alauddin
Author_Institution :
Sch. of Electr. Eng., Sharif Univ. of Technol., Tehran, Iran
fYear :
2014
Firstpage :
225
Lastpage :
229
Abstract :
In this paper, system identification techniques are applied to accurately characterize the frequency behavior of a commercially available but with unknown characteristics of a photoplethysmography (under the commercial name of Pulse Sensor). Although claimed to be open-source, the electronic schematic of this device does not allow for a full characterization of it. Therefore a second order auto-regressive with exogenous input model has been employed to find the frequency response of this system. An optical excitation circuit was developed to send a pseudo-random signal to the Pulse Sensor. Results show that the model is able to reproduce the output with a fitness of 89.7 %. The obtained model is validated by using the inverse of the obtained transfer function to reconstruct the input. Accurate determination of the frequency response of the Pulse Sensor allows for the reconstruction of the real input. The proposed approach can also be applied to teach engineering students about reverse engineering and system identification.
Keywords :
biomedical electronics; frequency response; photoplethysmography; public domain software; reverse engineering; transfer functions; engineering student; exogenous input model; frequency response; open-source biomedical circuit; optical excitation circuit; photoplethysmography; pseudo-random signal; pulse sensor; reverse engineering; second order auto-regressive; system identification techniques; transfer function; Biomedical measurement; Filtering; Light emitting diodes; Mathematical model; Open source software; System identification; Transfer functions; Open-source components; photoplethysmography; system identification;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Engineering and Sciences (IECBES), 2014 IEEE Conference on
Type :
conf
DOI :
10.1109/IECBES.2014.7047491
Filename :
7047491
Link To Document :
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