Original title: Odhad dechové frekvence z fotopletysmogramu
Translated title: Breathing Rate Estimation from the Photoplethysmogram
Authors: Petrík, Jakub ; Králík, Martin (referee) ; Kozumplík, Jiří (advisor)
Document type: Bachelor's theses
Year: 2023
Language: cze
Publisher: Vysoké učení technické v Brně. CESA
Abstract: [cze] [eng]
Táto bakalárska práca sa zaoberá metódami odhadu dychovej frekvencie zo signálu PPG. V teoretickej časti práce sú zhrnuté rôzne princípy odhadu dychovej frekvencie z PPG ktoré sú následne aplikované v praktickej časti. Implementované algoritmy sú testované na dvoch dostupných databázch BIDMC a Capnobase ktoré obsahujú referenčné hodnoty dychovej frekvencie. The main topic of this bachelor thesis are methods for breathing rate estimations from photopletysmographic signals. In the theoretical part of the thesis we find a biref review of methods that are used for breathing rate estimation. These methods are than tested and their performance is evaluated on two pubilc databases BIDMC and CapnoBase. These databases also contain reference values of respiratory rate.
Keywords: amplitude modulation; BIDMC; breathing rate; CapnoBase; drift; frequency modulation; photoplethysmography; quality evaluation; respiratory rate; respiratory signals; amplidúdová modulácia; BIDMC; CapnoBase; drift; dychová frekvenica; dychová krivka; fotopletysmografia; frekvenčná modulácia; hodnotenie kvality; respiračné signály

Institution: Brno University of Technology (web)
Document availability information: Fulltext is available in the Brno University of Technology Digital Library.
Original record: http://hdl.handle.net/11012/213838

Permalink: http://www.nusl.cz/ntk/nusl-533486


The record appears in these collections:
Universities and colleges > Public universities > Brno University of Technology
Academic theses (ETDs) > Bachelor's theses