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 proceedingConference 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 languageEnglish (US)
Title of host publicationDependable Computer Systems and Networks - Proceedings of the 18th International Conference on Dependability of Computer Systems DepCoS-RELCOMEX
EditorsWojciech Zamojski, Jacek Mazurkiewicz, Jarosław Sugier, Tomasz Walkowiak, Janusz Kacprzyk
PublisherSpringer Science and Business Media Deutschland GmbH
Pages173-181
Number of pages9
ISBN (Print)9783031377198
DOIs
StatePublished - 2023
EventDependable Computer Systems and Networks - Proceedings of the Eighteenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX - Brunów, Poland
Duration: Jul 3 2023Jul 7 2023

Publication series

NameLecture Notes in Networks and Systems
Volume737 LNNS

Conference

ConferenceDependable Computer Systems and Networks - Proceedings of the Eighteenth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX
Country/TerritoryPoland
CityBrunów
Period7/3/237/7/23

Keywords

  • Data streaming
  • ECG signal monitoring
  • Smart data acquisition

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Signal Processing
  • Computer Networks and Communications

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