Smart Data Logger with Continuous ECG Signal Monitoring

Jan Nikodem; Ryszard Klempous; Konrad Kluwak; Dariusz Jagielski; Dorota Zyśko; Bruno Hrymniak; Jerzy Rozenblit; Thomas A. Zelniker; Andrzej Wytyczak-Partyka

doi:10.1007/978-3-031-37720-4_16

Smart Data Logger with Continuous ECG Signal Monitoring

Jan Nikodem, Ryszard Klempous, Konrad Kluwak, Dariusz Jagielski, Dorota Zyśko, Bruno Hrymniak, Jerzy Rozenblit, Thomas A. Zelniker, Andrzej Wytyczak-Partyka

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

In the paper a smart data logger collecting samples of ECG signal is considered. It smartly replaces raw data files with structured sets of aggregated information with annotations, already at the stage of data acquisition. The smartness consists in adaptive and selective processing of the collected data. Adaptability comes down to the parameterized operation of algorithms, especially in noise reduction and non-deterministic disturbances detection. At the same time, selectivity focuses on extracting QRS complexes and annotating atrial fibrillation episodes. In the paper a streaming and multi-thread processing of sampled data, lossless data compression, noise and deterministic disturbances filtering techniques are discussed.

Original language	English (US)
Title of host publication	Dependable Computer Systems and Networks - Proceedings of the 18th International Conference on Dependability of Computer Systems DepCoS-RELCOMEX
Editors	Wojciech Zamojski, Jacek Mazurkiewicz, Jarosław Sugier, Tomasz Walkowiak, Janusz Kacprzyk
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	173-181
Number of pages	9
ISBN (Print)	9783031377198
DOIs	https://doi.org/10.1007/978-3-031-37720-4_16
State	Published - 2023
Event	Dependable Computer Systems and Networks - Proceedings of the Eighteenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX - Brunów, Poland Duration: Jul 3 2023 → Jul 7 2023

Publication series

Name	Lecture Notes in Networks and Systems
Volume	737 LNNS
ISSN (Print)	2367-3370
ISSN (Electronic)	2367-3389

Conference

Conference	Dependable Computer Systems and Networks - Proceedings of the Eighteenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX
Country/Territory	Poland
City	Brunów
Period	7/3/23 → 7/7/23

Keywords

Data streaming
ECG signal monitoring
Smart data acquisition

ASJC Scopus subject areas

Control and Systems Engineering
Signal Processing
Computer Networks and Communications

Access to Document

10.1007/978-3-031-37720-4_16

Cite this

Nikodem, J., Klempous, R., Kluwak, K., Jagielski, D., Zyśko, D., Hrymniak, B., Rozenblit, J., Zelniker, T. A., & Wytyczak-Partyka, A. (2023). Smart Data Logger with Continuous ECG Signal Monitoring. In W. Zamojski, J. Mazurkiewicz, J. Sugier, T. Walkowiak, & J. Kacprzyk (Eds.), Dependable Computer Systems and Networks - Proceedings of the 18th International Conference on Dependability of Computer Systems DepCoS-RELCOMEX (pp. 173-181). (Lecture Notes in Networks and Systems; Vol. 737 LNNS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-37720-4_16

Smart Data Logger with Continuous ECG Signal Monitoring. / Nikodem, Jan; Klempous, Ryszard; Kluwak, Konrad et al.
Dependable Computer Systems and Networks - Proceedings of the 18th International Conference on Dependability of Computer Systems DepCoS-RELCOMEX. ed. / Wojciech Zamojski; Jacek Mazurkiewicz; Jarosław Sugier; Tomasz Walkowiak; Janusz Kacprzyk. Springer Science and Business Media Deutschland GmbH, 2023. p. 173-181 (Lecture Notes in Networks and Systems; Vol. 737 LNNS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Nikodem, J, Klempous, R, Kluwak, K, Jagielski, D, Zyśko, D, Hrymniak, B, Rozenblit, J, Zelniker, TA & Wytyczak-Partyka, A 2023, Smart Data Logger with Continuous ECG Signal Monitoring. in W Zamojski, J Mazurkiewicz, J Sugier, T Walkowiak & J Kacprzyk (eds), Dependable Computer Systems and Networks - Proceedings of the 18th International Conference on Dependability of Computer Systems DepCoS-RELCOMEX. Lecture Notes in Networks and Systems, vol. 737 LNNS, Springer Science and Business Media Deutschland GmbH, pp. 173-181, Dependable Computer Systems and Networks - Proceedings of the Eighteenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, Brunów, Poland, 7/3/23. https://doi.org/10.1007/978-3-031-37720-4_16

Nikodem J, Klempous R, Kluwak K, Jagielski D, Zyśko D, Hrymniak B et al. Smart Data Logger with Continuous ECG Signal Monitoring. In Zamojski W, Mazurkiewicz J, Sugier J, Walkowiak T, Kacprzyk J, editors, Dependable Computer Systems and Networks - Proceedings of the 18th International Conference on Dependability of Computer Systems DepCoS-RELCOMEX. Springer Science and Business Media Deutschland GmbH. 2023. p. 173-181. (Lecture Notes in Networks and Systems). doi: 10.1007/978-3-031-37720-4_16

Nikodem, Jan ; Klempous, Ryszard ; Kluwak, Konrad et al. / Smart Data Logger with Continuous ECG Signal Monitoring. Dependable Computer Systems and Networks - Proceedings of the 18th International Conference on Dependability of Computer Systems DepCoS-RELCOMEX. editor / Wojciech Zamojski ; Jacek Mazurkiewicz ; Jarosław Sugier ; Tomasz Walkowiak ; Janusz Kacprzyk. Springer Science and Business Media Deutschland GmbH, 2023. pp. 173-181 (Lecture Notes in Networks and Systems).

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Smart Data Logger with Continuous ECG Signal Monitoring

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Keywords

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