An Intelligent System for Detecting a Person Sitting Position to Prevent Lumbar Diseases

Autor:	Vanessa E. Alvear Puertas, Ricardo P. Arciengas-Rocha, Edgar Maya-Olalla, Vivian F. López-Batista, Paul D. Rosero-Montalvo, Mauricio Dominguez-Limaico, Vanessa C. Erazo-Chamorro, Marcelo Zambrano-Vizuete
Rok vydání:	2019
Předmět:	030203 arthritis & rheumatology business.industry Computer science Interface (computing) Body position 030229 sport sciences Sitting Accelerometer 03 medical and health sciences 0302 clinical medicine Lumbar Position (vector) Computer vision Artificial intelligence business
Zdroj:	Advances in Intelligent Systems and Computing ISBN: 9783030325190
DOI:	10.1007/978-3-030-32520-6_60
Popis:	The present system shows a position detection of a person in the sitting position by means of an accelerometer sensor and the implementation of data analysis stages of prototype selection and supervised classification. As a result, an optimal training matrix with a 100% classification performance is obtained. Finally, an interface is presented that shows the own decision of the system.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::d45eb29bbd257dd83a54125c6d344b1a https://doi.org/10.1007/978-3-030-32520-6_60 Zobrazit plný text záznamu