Normal breathing during sleep is essential for people's health and well-being. Therefore, it is crucial to diagnose apnoea events at an early stage and apply appropriate therapy. Detection of sleep apnoea is a central goal of the system design described in this article. To develop a correctly functioning system, it is first necessary to define the requirements outlined in this manuscript clearly. Furthermore, the selection of appropriate technology for the measurement of respiration is of great importance. Therefore, after performing initial literature research, we have analysed in detail three different methods and made a selection of a proper one according to determined requirements. After considering all the advantages and disadvantages of the three approaches, we decided to use the impedance measurement-based one. As a next step, an initial conceptual design of the algorithm for detecting apnoea events was created. As a result, we developed an activity diagram on which the main system components and data flows are visually represented.

Design of a sleep apnoea detection system for a home environment / Gaiduk, M.; Weber, L.; Alarcon, A. S.; Seepold, R.; Madrid, N. M.; Orcioni, S.; Conti, M.. - In: PROCEDIA COMPUTER SCIENCE. - ISSN 1877-0509. - ELETTRONICO. - 192:(2021), pp. 3225-3234. (Intervento presentato al convegno 25th KES International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2021 tenutosi a pol nel 2021) [10.1016/j.procs.2021.09.095].

Design of a sleep apnoea detection system for a home environment

Orcioni S.
Penultimo
Investigation
;
Conti M.
Ultimo
Investigation
2021-01-01

Abstract

Normal breathing during sleep is essential for people's health and well-being. Therefore, it is crucial to diagnose apnoea events at an early stage and apply appropriate therapy. Detection of sleep apnoea is a central goal of the system design described in this article. To develop a correctly functioning system, it is first necessary to define the requirements outlined in this manuscript clearly. Furthermore, the selection of appropriate technology for the measurement of respiration is of great importance. Therefore, after performing initial literature research, we have analysed in detail three different methods and made a selection of a proper one according to determined requirements. After considering all the advantages and disadvantages of the three approaches, we decided to use the impedance measurement-based one. As a next step, an initial conceptual design of the algorithm for detecting apnoea events was created. As a result, we developed an activity diagram on which the main system components and data flows are visually represented.
2021
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11566/297209
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