TY - JOUR
T1 - A coloured Petri nets-based system for validation of biomedical signal acquisition devices
AU - Júnior, José Irineu Ferreira
AU - Sobrinho, Álvaro
AU - Silva, Leandro Dias da
AU - Cunha, Paulo
AU - Cordeiro, Thiago
AU - Perkusich, Angelo
AU - Lima, Antonio Marcus Nogueira
N1 - Publisher Copyright:
© The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2024.
PY - 2024/7
Y1 - 2024/7
N2 - Biomedical signal acquisition devices (e.g., Electrocardiography—ECG) are relevant for diagnosing and monitoring persons who have developed a variety of diseases, such as cardiovascular diseases. These devices comply with regulatory requirements before being marketed to prevent misleading measures, and they should also pass through corrective and preventive maintenance to keep them working correctly. We designed and implemented a simulation-based system to support these needs and assist manufacturers and healthcare facilities. This article focuses on demonstrating the effectiveness of our system for validating ECG devices. Our system comprises software in a computing device and a biomedical signals transducer. The system relies on coloured Petri nets modeling language, a frequency-based filtering method, and publicly available databases. We validated the system using the PhysioNet database and comparison tests to verify the expected signal and outputs based on MATLAB filters and the commercial ECG device ENGC901448 from Instramed. The system was proven reliable, low-cost, and portable. Our proposal is relevant to providing evidence for certification and assisting healthcare facilities in conducting testing and corrective and preventive maintenance.
AB - Biomedical signal acquisition devices (e.g., Electrocardiography—ECG) are relevant for diagnosing and monitoring persons who have developed a variety of diseases, such as cardiovascular diseases. These devices comply with regulatory requirements before being marketed to prevent misleading measures, and they should also pass through corrective and preventive maintenance to keep them working correctly. We designed and implemented a simulation-based system to support these needs and assist manufacturers and healthcare facilities. This article focuses on demonstrating the effectiveness of our system for validating ECG devices. Our system comprises software in a computing device and a biomedical signals transducer. The system relies on coloured Petri nets modeling language, a frequency-based filtering method, and publicly available databases. We validated the system using the PhysioNet database and comparison tests to verify the expected signal and outputs based on MATLAB filters and the commercial ECG device ENGC901448 from Instramed. The system was proven reliable, low-cost, and portable. Our proposal is relevant to providing evidence for certification and assisting healthcare facilities in conducting testing and corrective and preventive maintenance.
KW - Coloured Petri nets
KW - ECG devices
KW - Signal simulation
KW - Testing
KW - Validation
UR - http://www.scopus.com/inward/record.url?scp=85188097021&partnerID=8YFLogxK
U2 - 10.1007/s11227-024-06012-0
DO - 10.1007/s11227-024-06012-0
M3 - Article
AN - SCOPUS:85188097021
SN - 0920-8542
VL - 80
SP - 14242
EP - 14271
JO - Journal of Supercomputing
JF - Journal of Supercomputing
IS - 10
ER -