Aleš Holobar (Avtor), Jakob Škarabot (Avtor), Dario Farina (Avtor)

Povzetek

This dataset contains a collection of simulated and experimental surface HDEMG recordings of the biceps brachii muscle during the isometric elbow flexion. Simulated data contains 50 recordings: 5 subjects and 5 excitation levels, each with and without added noise. Experimental data contains 16 recordings: 2 subjects with 4 excitation levels and 2 repetitions of each level. Synthetic data was simulated using the cylindrical volume conductor model [1] and the motor unit recruitment and firing modulation model proposed in [2]. Each recording is 20 seconds in length with 90 HDEMG channels sampled at 2048 Hz and is stored as a 2D matrix of raw EMG values in Matlab’s MAT format. Experimental surface EMG data was recorded on two volunteers during isometric contractions at constant force level. Each recording is 25 seconds in length with 64 HDEMG channels sampled at 2048 Hz and is also stored as a 2D matrix of raw EMG values in Matlab’s MAT format. The dataset is approximately 1.5 GB in size.

Ključne besede

delovanje mišic;elektromiogrami;dataset;biceps brachii;experimental data;motor unit merging;HDEMG;surface high density electromyogram;

Podatki

Jezik: Angleški jezik
Leto izida:
Tipologija: 2.20 - Raziskovalni podatki
Organizacija: UM FERI - Fakulteta za elektrotehniko, računalništvo in informatiko
Založnik: s. n.
UDK: 004.6
COBISS: 197840387 Povezava se bo odprla v novem oknu
Št. ogledov: 172
Št. prenosov: 14
Ocena: 0 (0 glasov)
Metapodatki: JSON JSON-RDF JSON-LD TURTLE N-TRIPLES XML RDFA MICRODATA DC-XML DC-RDF RDF

Ostali podatki

Sekundarni jezik: Slovenski jezik
Sekundarne ključne besede: delovanje mišic;elektromiogrami;
Vrsta dela (COBISS): Drugo
Strani: 1 spletni vir (datoteka PDF obsega 6 str.))
ID: 23890427