Evaluation of the effectiveness of PCA and ICA in improving muscle movement recognition from raw EMG signals

Evaluation of the effectiveness of PCA and ICA in improving muscle movement recognition from raw EMG signals

In the last decade, the development of classification models through machine learning for the control of multifunctional prosthetic devices has been increasing. Electromyography (EMG) are recordings produced by muscle fibers naturally when performing movements; if modeled, they could play a more act...

Tallennettuna:

Bibliografiset tiedot
Päätekijät:	Amezquita Garcia, Jose Alejandro, Bravo Zanoguera, Miguel Enrique, Fabian Natanael
Aineistotyyppi:	Online
Kieli:	spa
Julkaistu:	Universidad Autónoma de Baja California 2023
Linkit:	https://recit.uabc.mx/index.php/revista/article/view/318
Tagit:	Lisää tagi Ei tageja, Lisää ensimmäinen tagi!

Samankaltaisia teoksia

Wheelchair automation using electromyographic signals obtained from facial movements
Tekijä: García García, Jesús, et al.
Julkaistu: (2023)

Control of mechanisms through electroencephalographic signals
Tekijä: Ramírez Arias, Francisco Javier.
Julkaistu: (2023)

The Evaluation of the Impact of Training as a Strategy of Improvement in the Organizations
Tekijä: Tejada Fernández, José, et al.
Julkaistu: (2007)

Weaknesses of the Quality Evaluation Process in the Spanish University: Causes, Consequences and Proposals for Improvement
Tekijä: Rodríguez Sabiote, Clemente, et al.
Julkaistu: (2003)

Affective Recognition and Gamification Applied to Learning Algorithmic Logic and Programming
Tekijä: Zatarain Cabada, Ramón
Julkaistu: (2018)

Affective Recognition and Gamification Applied to Learning Algorithmic Logic and Programming
Tekijä: Zatarain Cabada, Ramón
Julkaistu: (2018)

Evaluation of second layer application processes to improve the scratch resistance of a water-based polymeric coating applied to glass substrates
Tekijä: Hernández Velázquez, Elena, et al.
Julkaistu: (2022)

Intelligent Tutor with Emotion Recognition and Student Emotion Management for Math Performance
Tekijä: Barron Estrada, Maria Lucia, et al.
Julkaistu: (2014)

Intelligent Tutor with Emotion Recognition and Student Emotion Management for Math Performance
Tekijä: Barron Estrada, Maria Lucia, et al.
Julkaistu: (2014)

Improvement of the photoacoustic response in thermal diffusivity measurements
Tekijä: Gasca-Figueroa, David, et al.
Julkaistu: (2020)

Improvement of the photoacoustic response in thermal diffusivity measurements
Tekijä: Gasca-Figueroa, David, et al.
Julkaistu: (2020)

Monitoring vital signs at rest while using channel state information of wi-fi signals and artificial intelligence tools /
Tekijä: Armenta García, Jesús Albany
Julkaistu: (2022)

Mobility of organochlorines in muscle of sardine (Sardina pilchardus) during spawning in the Portuguese coas
Tekijä: Amado, J, et al.
Julkaistu: (2006)

Local Education Networks for School Improvement
Tekijä: Hernández de la Torre, Elena, et al.
Julkaistu: (2018)

Local Education Networks for School Improvement
Tekijä: Hernández de la Torre, Elena, et al.
Julkaistu: (2018)

Teacher training as a social movement for education in the triple border
Tekijä: Flores, Olga Viviana, et al.
Julkaistu: (2021)

Immunization of mobility, “health corridor” and movement control in times of COVID-19
Tekijä: Basualdo, Lourdes
Julkaistu: (2023)

The potential and need for improvement in the training of new university lecturers
Tekijä: Conde-Jiménez, Jesús, et al.
Julkaistu: (2016)

Improvements in a fast potentiometric seawater alkalinity determination
Tekijä: F Pérez, F, et al.
Julkaistu: (2000)

The potential and need for improvement in the training of new university lecturers
Tekijä: Conde-Jiménez, Jesús, et al.
Julkaistu: (2016)

School Counselor and the Challenge of Improving Curricula: a Case Study
Tekijä: Domingo Segovia, Jesús, et al.
Julkaistu: (2016)

Differential Weighting of Items to Improve University Admission Test Validity
Tekijä: Backhoff Escudero, Eduardo, et al.
Julkaistu: (2001)

School Counselor and the Challenge of Improving Curricula: a Case Study
Tekijä: Domingo Segovia, Jesús, et al.
Julkaistu: (2016)

Composition, importance and movement of fishes from San Quintín Bay, Baja California, Mexico
Tekijä: Rosales-Casián, JA
Julkaistu: (2004)

Composition, importance and movement of fishes from San Quintín Bay, Baja California, Mexico
Tekijä: Rosales-Casián, JA
Julkaistu: (2004)

Horizontal and vertical movements of the common dolphinfish (Coryphaena hippurus) in La Paz Bay, Mexico
Tekijä: Hernández-Tlapale, Cristina, et al.
Julkaistu: (2015)

Effect of dietary cholesterol content on growth and its accumulation in liver and muscle tissues of juvenile yellowtail kingfish (Seriola lalandi)
Tekijä: Guerra-Olvera, Fernando M, et al.
Julkaistu: (2015)

Object recognition based on distributed scanning of a mobile robotic group using 3D optical technical vision system
Tekijä: Ivanov, Mykhailo
Julkaistu: (2021)

The Flipped Classroom in Improving the Quality of Learning in a Graduate Program in Administration
Tekijä: Cardoso Espinosa, Edgar Oliver
Julkaistu: (2022)

Inducción de la ruta fenilpropanoide y enzimas de estrés oxidativo por por trichoderma longibrachiatum ICA-4 en plantas de algodón transgénico inoculadas con Fusarium Spp
Tekijä: González Soto, Tania Elisa
Julkaistu: (2021)

Development of a mechatronic system for humanoid robot that allows to emulate the movement of the neck of human beings
Tekijä: López Cortés, Francisco José, et al.
Julkaistu: (2019)

Development of a mechatronic system for humanoid robot that allows to emulate the movement of the neck of human beings
Tekijä: López Cortés, Francisco José, et al.
Julkaistu: (2019)

Influence of partial replacement of fish meal and fish oil with vegetable products on the growth and muscle cellularity of juvenile shi drum, Umbrina cirrosa
Tekijä: Ayala, María D, et al.
Julkaistu: (2020)

Influence of partial replacement of fish meal and fish oil with vegetable products on the growth and muscle cellularity of juvenile shi drum, Umbrina cirrosa
Tekijä: Ayala, María D, et al.
Julkaistu: (2020)

Fe, Zn, Cu and Cd concentrations in the digestive gland and muscle tissues of Octopus vulgaris and Sepia officinalis from two coastal areas in Portugal
Tekijä: Raimundo, J, et al.
Julkaistu: (2005)

Fe, Zn, Cu and Cd concentrations in the digestive gland and muscle tissues of Octopus vulgaris and Sepia officinalis from two coastal areas in Portugal
Tekijä: Raimundo, J, et al.
Julkaistu: (2005)

HUFA content and DHA/EPA improvements of Brachionus plicatilis for sea bream (Sparus aurata) larvae
Tekijä: Pousao-Ferreira, P, et al.
Julkaistu: (1998)

Distribution, movements and group size of the bottlenose dolphin (Tursiops truncatus) to the south of San Quintín Bay, Baja California, Mexico
Tekijä: Morteo, E, et al.
Julkaistu: (2004)

Using Heavy Minerals As Tracers Of The Sediment Movement Between Punta Los Buenos And Playas De Rosarito, BC, Mexico
Tekijä: Cupul-Magaña, A.L., et al.
Julkaistu: (1987)

Distribution, movements and group size of the bottlenose dolphin (Tursiops truncatus) to the south of San Quintín Bay, Baja California, Mexico
Tekijä: Morteo, E, et al.
Julkaistu: (2004)

Síguenos en:

@UABCInstitucional

@GacetaUABC

UABC_Oficial

@GacetaUABC

Avenida Álvaro Obregón sin número, Colonia Nueva

Mexicali, Baja California, México. C.P. 21100

Tel: +52 686 551 82 00

cienciaabierta@uabc.edu.mx

Última modificación: Marzo - 2024 www.uabc.mx