About: Using of backaveraging in EEG and EMG signals

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
rdfs:seeAlso	http://radio.feld.cvut.cz/conf/poster2013/
Description	The Jerk-locked backaveraging is the method for bio-signal processing used especially in the field of neurology and neuroscience. The goal is to find if there is any connection between involuntary muscle movements or jerks and preceding neurological activity. This paper summarizes the basic principles of this method and requirements for signals which are needed, such as type of signals, sampling frequency etc. One of the necessary prerequisity is to determine EMG bursts onsets, which serves as a synchronization points for the following averaging. Several EMG onsets detection methods are described also with signal preprocessing enabling EMG detection. All methods are applied to signals recorded from real patient, who suffers from involuntary muscles jerks. All methods are compared, designating the BSCD onset detection method as the best result, because of highest peak-to-peak amplitudes after back-averaging. The Jerk-locked backaveraging is the method for bio-signal processing used especially in the field of neurology and neuroscience. The goal is to find if there is any connection between involuntary muscle movements or jerks and preceding neurological activity. This paper summarizes the basic principles of this method and requirements for signals which are needed, such as type of signals, sampling frequency etc. One of the necessary prerequisity is to determine EMG bursts onsets, which serves as a synchronization points for the following averaging. Several EMG onsets detection methods are described also with signal preprocessing enabling EMG detection. All methods are applied to signals recorded from real patient, who suffers from involuntary muscles jerks. All methods are compared, designating the BSCD onset detection method as the best result, because of highest peak-to-peak amplitudes after back-averaging. (en)
Title	Using of backaveraging in EEG and EMG signals Using of backaveraging in EEG and EMG signals (en)
skos:prefLabel	Using of backaveraging in EEG and EMG signals Using of backaveraging in EEG and EMG signals (en)
skos:notation	RIV/68407700:21230/13:00212162!RIV14-MSM-21230___
http://linked.open...avai/riv/aktivita	S
http://linked.open...avai/riv/aktivity	S
http://linked.open...vai/riv/dodaniDat	2014
http://linked.open...aciTvurceVysledku	Zrůst, Vladimír Janča, Radek
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	České vysoké učení technické v Praze / Fakulta elektrotechnická
http://linked.open...dnocenehoVysledku	113141
http://linked.open...ai/riv/idVysledku	RIV/68407700:21230/13:00212162
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	EEG; EMG; backaveraging; EMG onset-detection (en)
http://linked.open.../riv/klicoveSlovo	EMG onset-detection backaveraging EEG EMG
http://linked.open...ontrolniKodProRIV	[51B5807D878C]
http://linked.open...v/mistoKonaniAkce	Prague
http://linked.open...i/riv/mistoVydani	Prague
http://linked.open...i/riv/nazevZdroje	POSTER 2013 - 17th International Student Conference on Electrical Engineering
http://linked.open...in/vavai/riv/obor	JA
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...UplatneniVysledku	2013
http://linked.open...iv/tvurceVysledku	Janča, Radek Zrůst, Vladimír
http://linked.open...vavai/riv/typAkce	EUR - Evropská
http://linked.open.../riv/zahajeniAkce	2013-05-16 (xsd:date)
number of pages	5 (xsd:int)
http://purl.org/ne...btex#hasPublisher	České vysoké učení technické v Praze
https://schema.org/isbn	978-80-01-05242-6
http://localhost/t...ganizacniJednotka	21230

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